{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Mesh visualisation\n", "\n", "We are now going to have a look at different mesh visualisation options. We are going to use the following mesh:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import discretisedfield as df\n", "\n", "p1 = (0, 0, 0)\n", "p2 = (100e-9, 50e-9, 20e-9)\n", "n = (20, 10, 4)\n", "\n", "region = df.Region(p1=p1, p2=p2)\n", "mesh = df.Mesh(region=region, n=n)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Same as the region object, there are two main ways how we can visualise mesh in `discretisedfield`:\n", "\n", "1. Using `matplotlib` (static 2D plots, usually with some tricks to make them look 3D)\n", "2. Using `k3d` (interactive 3D plots)\n", "\n", "All `matplotlib` method names start with `mpl`, whereas all `k3d` plots start with `k3d`. We will first have a look at simple plotting using both `matplotlib` and `k3d` and later look at how we can pass different parameters to change them.\n", "\n", "## Basic plotting\n", "\n", "To get a quick `matploltlib` \"3D\" plot of the mesh, we call `mpl`:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`mpl` plots two cubic regions. The larger one corresponds to the region and the smaller one to the discretisation cell. Without passing any parameters to `mpl` function, some default settings are chosen. We can see that `matplotlib` is not good in showing the right proportions of the region. More precisely, we know that the region is much thinner in the z-direction, but that is not the impression we get from the plot. This is the main disadvatage of `mpl`.\n", "\n", "Now, we can ask our region object for an interactive `k3d` plot:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "37cdb7ca20c2449faf1f9492fc41be90", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.k3d()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similar to the `mpl` plot, we can see the region as well as the discretisation cell in this plot. This can be useful to get an impression of the discretisation cell size with respect to the region we discretise. `k3d` plot is an interactive plot, which we can zoom, rotate, etc. In addition, a small contol panel is shown in the top-right corner, where we can modify some of the plot's properties." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Advanced plotting\n", "\n", "Here we explore what parameters we can pass to `mpl` and `k3d` functions. Let us start with `mpl`.\n", "\n", "### `mpl`\n", "\n", "The default plot is:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we want to change the figure size, we can pass `figsize` parameter. Its value must be a lenth-2 tuple, with the first element being the size in the horizontal direction, whereas the second element is the size in the vertical direction." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.mpl(figsize=(10, 5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The color of the lines depicting the region and the discretisation cell we can choose by passing `color` argument. `color` must be a lenght-2 tuple which consists of valid `matplotlib` colours. For instance, it can be a pair of RGB hex-strings ([online converter](http://www.javascripter.net/faq/rgbtohex.htm)). The first element is `color` is the colour of the region, whereas the second element is the colour of the discretisation cell." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhUAAAHiCAYAAABfmz5CAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy81sbWrAAAACXBIWXMAAA9hAAAPYQGoP6dpAADyh0lEQVR4nOydd7gcZfn+79leTu8tvQMhAUIgvRdCE5AWDKBBQIoI8lXwZwFFRFGQhCaoBJEQBKWHdEJy0k4SeiANkpze2/Y6vz/mvHPenZ3dnd2d3T0J7+e6vNSc3Z2d2Zl573nK/XA8z/NgMBgMBoPBSBJNpr8Ag8FgMBiMUwMmKhgMBoPBYKgCExUMBoPBYDBUgYkKBoPBYDAYqsBEBYPBYDAYDFVgooLBYDAYDIYqMFHBYDAYDAZDFZioYDAYDAaDoQpMVDAYDAaDwVAFJioYDAaDwWCoAhMVDAaDwWAwVIGJCgaDwWAwGKrARAWDwWAwGAxVYKKCwWAwGAyGKjBRwWAwGAwGQxWYqGAwGAwGg6EKTFQwGAwGg8FQBSYqGAwGg8FgqAITFQwGg8FgMFSBiQoGg8FgMBiqwEQFg8FgMBgMVWCigsFgMBgMhiowUcFgMBgMBkMVmKhgMBgMBoOhCkxUMBgMBoPBUAUmKhgMBoPBYKgCExUMBoPBYDBUgYkKBoPBYDAYqsBEBYPBYDAYDFVgooLBYDAYDIYqMFHBYDAYDAZDFZioYDAYDAaDoQpMVDAYDAaDwVAFJioYDAaDwWCoAhMVDAaDwWAwVIGJCgaDwWAwGKrARAWDwWAwGAxVYKKCwWAwGAyGKjBRwWAwGAwGQxWYqGAwGAwGg6EKTFQwGAwGg8FQBSYqGAwGg8FgqAITFQwGg8FgMFSBiQoGg8FgMBiqwEQFg8FgMBgMVWCigsFgMBgMhiowUcFgMBgMBkMVmKhgMBgMBoOhCkxUMBgMBoPBUAUmKhgMBoPBYKgCExUMBoPBYDBUgYkKBoPBYDAYqsBEBYPBYDAYDFVgooLBYDAYDIYqMFHBYDAYDAZDFZioYDAYDAaDoQpMVDAYDAaDwVAFJioYDAaDwWCoAhMVDAaDwWAwVIGJCgaDwWAwGKrARAWDwWAwGAxVYKKCwWAwGAyGKjBRwWAwGAwGQxWYqGAwGAwGg6EKTFQwGAwGg8FQBSYqGAwGg8FgqAITFQwGg8FgMFSBiQoGg8FgMBiqwEQFg8FgMBgMVWCigsFgMBgMhiowUcFgMBgMBkMVmKhgMBgMBoOhCkxUMBgMBoPBUAUmKhgMBoPBYKgCExUMBoPBYDBUgYkKBoPBYDAYqsBEBYPBYDAYDFVgooLBYDAYDIYqMFHBYDAYDAZDFZioYDAYDAaDoQpMVDAYDAaDwVAFJioYDAaDwWCoAhMVDAaDwWAwVIGJCgaDwWAwGKrARAWDwWAwGAxVYKKCwWAwGAyGKjBRwWAwGAwGQxWYqGAwGAwGg6EKTFQwGAwGg8FQBSYqGAwGg8FgqAITFQwGg8FgMFSBiQoGg8FgMBiqwEQFg8FgMBgMVWCigsFgMBgMhiowUcFgMBgMBkMVmKhgMBgMBoOhCkxUMBgMBoPBUAUmKhgMBoPBYKgCExUMBoPBYDBUgYkKBoPBYDAYqsBEBYPBYDAYDFVgooLBYDAYDIYqMFHBYDAYDAZDFZioYDAYDAaDoQpMVDAYDAaDwVAFJioYDAaDwWCoAhMVDAaDwWAwVEGX6S/ASC+BQAAulwscx0Gr1UKv10Or1Wb6azEYDAbjFIDjeZ7P9JdgpB6e5+Hz+aDRaKDVahEMBuH3++H3+xEMBqHVaqHT6aDX68FxXKa/LoPBYDBOQpio+BYQCATg9/tFweD3+wEAWq0WGo0GPM+Lr6H/ptPpoNPpmMhgMBgMhiKYqDiFIWIhGAxCr9cDAHw+H3w+H4LBIABAo9FAp9NBq9VCq9WC47iQKEYgEBCjG+R1TGQwGAwGQw4mKk5R6HSHTqcTIxEAxJSHHLR4ILUWdBQjGAyKn6nX66HRsFpfBoPBYAgwUXEKEggExGgCx3EIBAIIBALi36OJChpSzElERqRUiUajgV6vZ6kSBoPB+JbDRMUpBM/z8Pv94HkeBoNBjFZIf2KpyFCKXBokGAwiEAhAq9XC5/PB7/eLIoOlShgMBuPbBRMVpwjBYBA+n09c9InAkItIKI1UxIKkSHQ6HTQajRgVoesxyGsMBgNLlTAYDMYpDhMVpwAk8kDSD36/HzqdLuWigsZqtSIQCIDneVFkREqVsNZVBoPBODVhouIkhkQjAIREJ0j6I1Kag+7wUOvnt1gsCAQC8Hg84jZImoSIHfL9yH80Gg1LlTAYDMYpBHPUPEkh6Q6ycNPdHZEgCz1ZvE0mkygulLw/Hkg9h8/nAxDaumoymUKEjcfjCUmVkK4SJjIYDAbj5IKJipMQEoEgKQTadyISZFHneR5ut1tMkZBIAinspEUGHeXwOYJ4Z0ojPJ1BTLg/F1WLLcgerrzbIxgMwuv1iv+fLviUbtvtdjOXTwaDwTgJYemPkwi5dAeJBEjR6/ViZ4Y0miGXFomWrmj/woWNVzbC9nVoJCNrqA7lc0yomGvC8MUF0OdycLvdce8XvW3WuspgMBgnL0xUnCRI0x1EHESCiApiYEUXZyppKSWRjaMv21F9ZzP8zuinCacBiieZUDrLiIp5JhSfa4RGn9jCz1w+GQwG4+SEiYqTADrdASjr3iApA7loBokARFuIfY4gau7txNcvOwAAnB7g+z5mxspy6Cwc6jbYUb/ZAXd7uEDRZXEomyFEMcrnmpEzMvHoAnP5ZDAYjJMDJioGMNLJotHSHTRkASbRDSmxREX3V158eEM7eg4K780aqsPUpwqw4cJWAMC0Zwox9sZ8YZHXaNHxqQe1G2yo22hHU7UTQW/4Z1oHaVE+x4yKuSaUzTLBVJjYuPVYLp8+nw8cx7FUCYPBYGQAJioGKNLJokpSFhzHidEMnudDajDkPltusT36sh177ulEwCWcFkMus2DKikJoDMDq0joAwPlPFGD097PF92g0GrGjw+/i0bTdiboNNtRusKPrgIzC4IDCiQaUzzWhYq4ZxecZoTUkniqJ5PLJWlcZDAYjvTBRMcCgvSboyaKxfiaSGiDRDJ1OaOyRExUkgkEvrj5HEDU/7cTXq4V0h8YATPpDAcbclCUs1AEe/86vBQBMfjQfY2/JCflMIipcLlfIIu9uCaJ2ox11G22o3+SAq0UmVWLhUDrdJBR9zjMhd0zi3R7xuHwSkcFgMBgMdWCiYgARbbJoNOSiGSTsL01/kM8GIBY/tn/uwgffa0HPIeG12cN0mPliEQonGkPe+1L+CfABYNLD+TjtjsiigoZOV2g0GnQd8KF2vQ11G2xoqnYh4A4//SwV2r6uEjPK55hgKkp84ac7WqSpEjIWnrWuMhgMhjowUTFAiDVZVA463SGNZsiJCrJ4BgIBeL1eaLVaHP23HdvvaIK/L90x7PIsnL+iAPqc8MX15dJaBFw8znogD+PvyQ35m8lkgkajgdPpjPqd6c4O3suheYdLqMfYYEfHZx7Z9xRMMIitqyXnm6A1JbbwK3H5pEUQq8dgMBiM+GCiIsOole6QIhUVdDTD5/PB2e1BzU+78M0rJN3BYepfSjD+tkJoNBpZp81XBtXC18Njwi9yMeG+vJDtGY1GaLXamKJCbj/IQu9p51G30YbajXbUb7TD2RQuqrRmDqVTjSifKxR95p2WeHQhWuuqz+djLp8MBoMRJ8xRM4PQk0X1er0Ymo8lKOIp3qTTHUSsdB3wYMv3mtFzSBAL2cN0mPmvYhROMMDhcIQ8qdNul1qDBj4EEPSqp0PpfeCsHAZfYcLwq7Og0WjQfdCHuvWCyGj80ImAi0fAxaNxsxuNm93YD8BcKqRKSLrEXKo8VZKIyydrXWUwGIzIsEhFhpCbLEoiD5HqKOQEQiTop28SbeB5Hodf7MXOu9v6uzsuF7o7DDnyCySdMnh52NdwNPgx8aeFmPyHopDPTTRSEQ26swN+Ds27XH31GHa0fyyfKsk/Qy+2rpZMNUJnTmzhj9a6GgwGodPp4HQ6Wesqg8FgUDBRkWaiTRYl0Qo5UUHXQygp3jQYDAD6jbJ89iB2/LgVR1fbAAAaI3DuIwUY/YMsxYvh/85sgP24H6ffnofpfy0LSRnwPA+O4+BwOJQeirihF3lvJ4/6zfa+egwHHA3hx0RjBEqn9kcx8s/Qg9OkxuUzGAyG+GOw1lUGg/FthImKNBJrsmgkUZFougMAvF4vOg94sHlpk9jdkTNCjxkvFIZ1d8TirUkN6Dnsx+jlWTj/8UIAkbsryL7Fcv5MFGlXSe8RP2rX21C70YbGrU74HeGntalII6RK5ppRMccES0Vi2T+dTgez2SwWu0Zz+SSpFJYqYTAY3waYqEgTcukO6YIr9ZaIJ91B3k/ECs/z0Gg0+OK5duy8pz/dMfzKLEx7sgScObo4keOdqY3o+sKHkcusmPpUUcjfDAYD9Hq9uNBKuyvoVEkqCEmVBDi07nHjxHrB5bNtnxuQ2WzuWL1gIz7HjNLpRuityhZ+IipsNiHqE4/LJ2tdZTAYpzJMVKQY0p1BahOiWW3THRuRohlykM+mxUrQxaH6zhYc/ncPAEBr5HD+n4sw9qbcsFoLpdGE92Y1oeNjL4ZfbcX050NFhV6vh9FohN1uF/+NLKK0EZV0MFiqoE2wfD086jc7RCtx+wmZVIkBKDnfKNZjFEwwREyVSEVF2Gcxl08Gg/EthYmKFBLvZFG62C9SNEMKWbjp2ozOLzzYvLQZPYeFzoackXrMe7kchROMIakUuQUvWvfJ+wua0bbHgyGXWTDrxeKQv8mJCrn9GwipEts3QqqkbqMdDR844LOF76+xQIPy2SaU90Uysgb1p0piiQop8bp8stZVBoNxssJERYogi2Sik0WVpAqk0Qye53F4VV93h7s/3TH9qRIYc3UhPhhut1tcbOmnagAhCz0tgtZf2IyW7R4MutCMOa+UhH33WKKCRs6ISqm4SZaQVElQg7a9LpxYb0P9Rjtaa9zgZX6mnFE6weFzrgmVs6zILc2C3W5P6Dsyl08Gg3GqwkSFyiQ7WZTn+RDvBDnk0h0+exDVd7Ti6zXC07PWyGH6E+UYeYMl5LNJbYbcd4pVG/D+RQ1o3OxC5QIT5v23NOS9er0eJpNJ8dO7lEhP83LiRm3obfttQMMHDpxY34v6jQ70fiNznHRA+VQLSmYZUD7bhMKzDdBomcsng8FgMFGhIolOFqWf1OXmddDIpTs6Pvdgy3VN6Dnc190xUo/5qytQfm62+JnS7xJLuJBt0SJj7aW1OP6ODRVzLFj8XnlIrUe8KYFYDIRUiVarhe2YD7UbhIFoDVuc8PaEb9eQ15cq6WtdzRqSuKdcPC6fdM0Gg8FgDASYqFCBRK22pQKBLOKRFny5dMehF3qx657+dMeIq7Iw7alSmPP0IYWh0u+iRFRI+fD6dpx404Hy6WZcvn1EiOMkIFh1qyUqaIjwilT4mK5UCcdr0Lbfjdr1wsTV5l1O8DKaMXu4TugqmWtG2QwTDLmJt5PS4oFEm6T+GMzlk8FgDBSYqEiSRCeLynV3kIVDuuDLpTu8tiB23NGKr1/tT3dM+UsxxizPCVl8PR5558lERMW2H7Th+OtOFJ1jwIVbK8JSJQDEp+lUto9mOlWi1+uh1+vh6fGj8UOnWI/Rc0QmVaIFiiYZ+0SGCUXnGKHRJZ4qUdq6ylw+GQxGJmCiIgnEmRUcl1C6QxrGlxMVEdMdS5vERSx3lB5zXy5H4Zmh3R06nQ5er1d2cU9EVOy4tR1fr3Yg/0w9Lq6uCPkbqakIBAJh7aNKhVYiSItNIxU+qolWq4XFYoHdbg/Ztr3Oj7oNgstnwxYHPJ3h29XnciifaRJbV7OH6xP+HrFcPslvwVpXGQxGumADxRKAdr0kLpjxpjvkXi/9/7Lpjn/2YtdPw9MdxhxtSOolFnq9Pu4FV2MQFqSgjB4hn+NyucDzvOxQslTURNBFjR6PJyRdYTQaU54qCdl2IYcRyywY8/0ccNCg/WO32LrassuFoA/w9fCofceF2ndcAICsoX2pkjkmlM00wZiv3kA0oL/Ox+PxhNRjMJdPBoORClikIk7oyaK022WsRVKJmRV5ovR6vcrSHY8VY8wP+tMddFcHx3EwGAxhkQqO40LaFONZcPfc24lDz9mQPVyHyz6pDPkb/fQu/YxYHQ6prImIp2U2ns+MtK+Rth1w8mjc5hK7SroPhiszTgMUnm0QW1eLzzVCo09dqoR8R9a6ymAw1IKJijiQs9rW6/VRRQVZxIHYXhVEVPA8H5ru+KyvuyNGuoNeIOVEBV3s53K5whYeso9ksZUuuPt+0Ykvn7TBOkiLKw5UhfyNLLQOhyOmwMpUTUSshVZp5CaefaWhhZWzMYDaDTYhVbLZCXd7+D7rszmUTjehYq7QVZI9MvEaCSUun+T4sFQJg8FIFJb+UECi6Q56EVeSkiALO8mL8zyPQ//oS3d4+tIdV2dj2pMlYemOWKkUqfggXQSBQABerzdkwSVGVvSC6/f7o6Y/4tGm5DuQ0D292NKpErVrIujoCICEUyWJ6nA6VcLlcRi+1IJRy7Kh1WjR8amnT2TY0bzDiaAX8Nl41L/vQv37LgBdsA7SisPQymaZYCqML1VComxAqLAzmUwh54Y0VcJcPhkMhlJYpCIGsSaLGgyGiMPBlFhzA6HFm6Rjw2sLYsftLfj6P4JDpdbUl+74vny6Qw6j0Qi/3y+KFVp8xBJFckWAu3/djP2/a4chX4NrTgwKe73Vao376V1uu9GeqFOdKqH3GZCP3Ki1r9Jti6kSN9C03SnWY3QdkFFxHFA40YCKeULRZ/F5RmgNiS/6sVw+6XZp1rrKYDAiwURFFKRmVnLiwWAwhCw48aQ7gPDuDoPBgKZ9Nmy6thG9R6l0x+pyFI6PnO6Qg0Qb5MRHvMWSWq0Wn/+5B/t+0wGdVYObbeNCUhYAVF9oyXaVLPRqEy1VEggEYDQaVd9XGnqRdzUHULvRLvhjbHbA3Rq+zzorh9JpJrF1NXdM4jUSkWpgOI6Dy+USUyWsdZXBYEhhokKGeCaL0qIi3nSHXPTjyCoHqu9q6k93XJONaStjpzuUfDZNIh0YXzzRg49+1Q2NHvh+70jZRcfj8Sj6fokQqyYiXaPV0x1BoRd5rUaLzi88qO1rXW2udomdQDSWCq3o8Fk+xwRTkfJUiRSNRiOOtie/M926SqJhrHWVwWAwUSEh3smiRFRICw6jIWtm1RvAjjva8PV/+ro7TBymPl6M0TcqT3eQzybig1h+y4mHRETFV8/0Yu/PuwAAy3oGiwsHXQ9BSEfhZTSfhlR6Y5D0h3TGC73tVBpw0fvNezk073CJ9Ridn8mbnRVMMKB8rgkVc0woOd8ErSm+RZ+2YVfq8slaVxmMbx9MVPRBh7bJ4hjPZFEgfmtuIhA6PvVg83VN/emO0XrMW12OgjPiS3dIPztSvYfSfZNy6B827Lm7EwBwXfvgkBw+x3HIysqC0+kMebJOZzRByWKnBtKaCrW6ShKFTlW424Ko2ygIjPpNdjibws8ZrZlD6VQjKuYJUYy802KnSiLNdonH5ZO1rjIYpz6s+wOhVtuk+0Bptwa5QSpxqJQzszr49x7svrddTHeM/l4upq0ogc7KJZTukEYG5G7gtDlSPF4RGkpEBD18iKgg7yXRF7rDgnw3o9EIk8mUsmiCtLaFNoIi9SX0dtUSN3JdJfQ+pzqCEtJVYuUw5LtmDL86C1qtFl1felHXF8Vo3OZEwMUj4OLRuNmNxs1uAIC5TIvy2X31GHPMMJcqT5XE2nfye9MmXMzlk8E4dfnWRyoSmSwK9EcoaE+JSMgVb3p7A6i+vRXfvNbf3TH1r8UYf3OxGD6ON90hfRqXFpHS35sIlXi8Ir5ZY0f1zR0AgKuOVYW1NGZnZ4uFfJFIVzRBClns6P2VWlrH81lWqxVOp1PR+6LtczpTJfBzaN4ppErqNtjR/rF8qiT/DL1oI14y1QidWZPwFNpohbZk/1nrKoNx6vCtFRXJThYlr6c7N+SQK95s/8SNLdc1o/frvnTHGD3mvSykO2h/iHjTHVJoUUGLD5/PF1JrobQA8vj/HNh2YzsA4LuHK2EpCw10KREVNJl02kxmtDqd6olXEEQ61qmIoMhBb9vbyaNukzDWvW6DA46G8N9NYwRKp5pQNd+CYUvyYRzmA6dJjcsn2Xfm8slgnLx8K0UFne6IZ7Ko6CNAvZ4IDLn3S1MSPM/jq+d7sOf/+tMdI68VujsM2dqQ1tVYi5US228iKsh3p8VHNNESqQDy6P+6sfHKRgDA5V9UImtwcqJCSiadNuMZrZ6MqJCSqWJTQNJVotWi57APtesFl8/GD53wO8JvDaZiTV+qRLASt5QnnkGNx+WT/D5MZDAYA5tvnahINt0hfT250dGRgkjpju23teLY633pDnNfd8cNod0dkfww6M+ONOVU7jsDws1buijHE3YnN/WGjS6svagOAHDNl8ORNVwb8h2ysrLEllI1oBf6dBY/0uKGDtnTUQy1RIXctgdEqiTAoWW3uy9VYkPbfg8gc6fIG6cXW1dLphmhtybe6SEnKsm++3y+kFQJLUQYDMbA4VsjKkiImb4RJZLukL5eKioipjuWNqP3GyrdsbocBacbw6IZcnUQ0u9Cp24iEcuEK5EFqmmrCxsvaQUAfPfjoSiZYA15utTpdKqKCppIT7WpfqKPFLLnOA5er1fRMLlkth0pPZTuVImvm0f9FodYj2GvlUmVGICS841iPUbBBEPCqRIgtssnqT0iqRLWuspgZJ5vhaiQThalZyBEQ0mKgSw0ct4WJN2x+952BL196Y6l2Zi2oj/dAYSKlUiiQsl3IdBCiCy8UhIRFS073Vi/uAUAcOG2MhRONEZ8qk/1k3WmCz5J7YtcyD5VZDJVotfrYTKZxLSh7Ru/aCPe8IEDPlv4bcRYIKRKyucJ80qsVYmnSpTU3wD9Q/lYqoTByAynvKggCxt9I1LSraE0xUBXtQNUuqOnL93x3/50x7S/FmPU9dHNrORsv5V+FyBUfNA3XrnjQnLWSmnb68H785oBABdsKkPxZGPI361Wa0gNR7qKENP9RE/XVACIKG5Sna6gaw3iLTaNFyIqSPdHSKokqEFrTX9XSdteN3iZTeeO1olRjNLpJuizE48sRBNY5Niz1lUGI/2csqKCXkzplAERAJFERTwpBvLZ0vbP9o/7ujv60h15Yw2Yt7oM+aeFpzuk6PV68ck33nSHVHwQW+VIRaT0k56S06DjUy/em9EEAFj0filKp5lC/k5cJolnh5IbfyqQax9Vs+AzUqFmJjs7Ui2spKJCCr3ffhtQt7m/q8R2LDwqyOmAkvOMYj1GwVkGaLSJL/rRIlckRUX+xlw+GYzUcUqKimiTReUKKwnxpBjo1/M8D6/XK6Q7nuvB7v/rT3eMui4bU1eUwJCljVrjQCBCAEDc6Q6p+JDrTCG1FuSmG08YvfugF29PFkTF/LdKUDHHHPJ3qaiIdLyi5chTgdrbJaIiVqdLJtMVavpyAMJ5aTQaYbfbY75WKq5sx3yo3SCIjIYtTnh7wo+3Ia8vVdInMrKGJJcqida6ylw+GYzUccqJCml3h3QBj9StEU+KgS6CJBXp9jYXtv+oFcf+R6U7nijB6OtzZIs3I0Hf4OJNd0gXqUhFpMFgEB6PR7ZlL1oYvfdrH948S2gpnftaCaoWhYsK4poYi1htnKlacNUaDJZI+2w60xVSkvHlAOITFVLoY87xGrTtd4v1GC27XeBl9E32CB0q5gj1GGUzTDDkJJcqidW6ylIlDIY6nDKigizYsSaL0oWVQPzpDqlA0Gg06PrMj3VX1oph3njSHTSxOk1olAghWlRIW2JJNEd685QLo5MbcPcxF/4zphYAMHt1MQZfZAl5r8ViQSAQUCQqpGSq8DLRFs5kPTkyafyVSKokGVEhhT7mAQdQ/0F/VwmZfxPyfbVA0blGVPRFMQrPMUCjUy9VAjCXTwZDLU4JUUFuCEoWcHKz8Hq9cac7pAszz/M4+Fwvdv1fW3+6Y1k2pv5VebqDQL5LMBiMWUiqVAiRBUOuhTaSqJBCd3e424JYVX4IADDnpTIMucwcsl/JiAoaOcOjdBV8Kq2JSFZUSJHzaEiH8ZfSbaspKmikx9xe6xdmlWy0o36zA96u8OtGn8uhfKZJLPrMHq5XbftyLp/0dUSOEYPBkOekFhV0CFfpZFH6iTSRdAdZmL09AVXSHQBCUjXkph7pfeQGqEQI0fNJpJ+nVFTQeLuCWDNEML+a92Ilxl6fH7Lo6vV6VUSFlFQXXsbarlxNhMFgUFVUSMlU/UmkbRNPCKfTmdJth6RKoEH7x/2pkuadLvAyhztrqK5vGJoJZTNNMOYrH4gWbfvkNyf77/V6xZQha11lMOQ5aUWF0nSHFPpGmUi6AwDaP3Jj83XNYroj/zQj5v67VJV0R7RC0kh1IpH2ky4ilZKIqPDZg3ilQhAVU54swJgbc8MWe3KcUrnYD7SCz1TXRKhVB5II5Pqi0wDp2jYgSZW4gMYPnTixvhf1Gx3oPhh+XnMaoPAcAyrmmFE+z4TiSUZo9MmlSkwmocuJRCuYyyeDEZmTUlTQ6Q6NRqPYDyDWQitFLt3x5bM92PPz/u6O0TfkYPZTVYAhENJtEWuBiRRxkBMV8dZakKgKebqU21dyDOK5AQZ9PP5dKNRUnPdYAcbclB3yd4vFIn5epGFRapMpp83s7Gx4vV5x++lcbKPVBKTKG4OkP1wuV8bSNNJUhaPBj7oNdtRutKF+kwOeDplUSTaH0hkmsR4je2T8kQW6AFmJoGUun4xvMyeVqKCjC/FMFpV2a+h0uqgh+kjpjm23tuL4G0K6Q2fhMPWJEoy5PhcGg0E01Yon3RHJOVPasaE03SGdWkrXj8jtI/2krQSe5/FSriAqzn0kH+Nuywn5u9lsBs/zcLvdURf7VC4+coWXqYgmSGsqpE+rQHqcRZXUBKhxiUeqqchU9AYIFZQaToOOTz04QVIlO5wIyjw3WAdpUT5XcPgsm2WCqTB2qiRSq3SsYls6VcJaVxnfFk4aUUEWpEQmi0q7NfR6fURRIZfuaNvvxpbv9ac78sb1dXeMM4pPI/Es+kBkMUR3p8Qz9Eyu6DSSqKAjNvEWQf676ASCXuDs3+bhjJ/khvzNZDKB4zi4XC7Z/Up3O2W0TpZkownRCjXTtdDLkSpvDCWFmplM0wChwi7o5tC43YHadTbUbbKj64CMwuCAwokGVMwzoXyuGcWTjdAawhf9WP4rBObyyWCcJKJC6j0Rb7qDfjLmOA4Gg0FWVMimO57pwZ6ftyHYF4AYfX0OpjxeHNLdwXGcaH4VCaURBzqkDSTXWionKsg++nw+eDwe2RthtHD26opa+O08Jv4yF2f+LC/kb9FEhdx3TrdHRaQuh0SiCdnZ2XC73YoiU5k0wVKrVTeR7o9I0ZtMpEpczQHUbrSjdr0N9ZsdcLeGb1tn5VA63ST6Y+SOFq4rpaJCSrRjL3X5JCKDwTjZGdCigjzdARAvuHjTHdIbJxEVtAiQS3d4ugPYfmsLjr/pACCkO6atKMGo74V3dxiNxqjTKuONOEhtvyMRq7WU/J3k/unXkmp26ZNStJyx3+/HK4Nr4e0K4syf5WLiL/NC3qtUVEhRa+GLh2SjCcmMec9E1AZIzso72ZbSWMc71R0t0lRJ5xdUqmS7CwFP+H5bKrQon2vC8AvyUTJTD21u4t9P6flGXsNSJYyTlQErKkh3gsFgCHmijEWsdk6pqIiY7riuCbbjwvbyTzNg7upy5I81yEY/IokKObESDboHPtZTkZLIBwmzkqJW+rVKRYs0nP1CxUE4m/wYf08uznogL+T1JpNJbDtMlGgeFakMoccbTUhGVNCkMkUTi3isvNX2qRhQqRIP0LzDhRPrelG3yYHOz+RTowUTDCifK0QySs43QWtKfNFX4vIpdy0wGAOdASkqyFMbfZNNxJxKDlpUkM+n0x0Hnu5BzX1UuuOGHEx9vBh6a2QzKzlREUvcSL+T1PY7mqhQGvkgokKuIDOR7g+tVovXTquF/YQfE+4uxLS/lIUZJGm12qREhdw+yHlUpLoAMlY0wWKxqCIq5Labqe6KaEWXgDBBV23zK0KmCl0J9L6724Ko22gTUyXOpvBta80cSqcaUTHPjPK5JuSNSy6yEG3/pS6frHWVMZAZUKKCdpIkoXrpv8sRb0TAaDSKr6HTHdtuacGJt6h0x8oSjLoutpmVdFx5POmOeApJ49lP8tpI9R5KO1WkvHFWA2xf+zHm5mxMf6I0zCSI53lxrojaxON4qfZ2pTUgtCFSqp6qM5kyiLTPqY4YkW1nMlVC77tGo0HXl17B5XODHY3bnAi4wvfbXKYVhqHNEZw+zaWJ10coTZWw1lXGQGTAiIpIk0Wjje8G4osIkNfrdDpxewDQts+NLd+j0h2nGzD35cjpDilEVJBx44DydIf0syOJinj2k36tRqOJ2OkSb+EZALx9XiO6v/Jh5A1ZmLqyMGSbRqMxxAQr1XUCmRqtrtVqxfZZcjNPx1N1pjw5AEGI6/V6sbgQSF/RZaZTJdnZ2WI6IugFWna5cGKdDfWb7Gj/WP7ayj9DL7aulkw1QmdWdyBapNZV5vLJyDQDQlRIuzvoRSiaqIi3G4S8nnQ/BAIBHHiqGzX3t/enO27MwdTHoqc7pBgMBtH0Rmm6I1LHhpyoSKS1lHxupE4XAOKNOZ5T4N0ZTej81Ivh11ox/W9FIX8zGAzQ6/VwOp1R6wRStfgpMSZSC1JT4ff7MxI9AdJb4Ep+W4fDkfFIgnS/gdSKOmn7MH2eeTqCqNvU11WyyQFHQ/i5rTECpVNNffUYZuSfoQenUSdVEqkWhrWuMjKFLpMbJwswqXMgeX7pa6QXRDwOk3Kv1+v18HQFsPWHTTjxdl+6w9qX7lga/+wOsg0lNzS6CyOS0yUh3nQHbZwVDAbF40aebKSfS/4ezw1Z0ze7iTiKykGOm3Tkuk6nE5/wU7H4kc/zeDwhIWyj0Ziyp3r6iREIjZ4YjUaYTKaURU/o34su+DQYDGKKLxXiRm6fye9LH+tUiUjpftMdE2S/UylwQs4zM4fBl5kw7LtWaLVadB/yCi6fG2xo/NAJv4NH0AM0feBG0wdufIRumIo1KJ8tOHyWzzXBUh7fbZjsP7l/0CKH3EfJOefxeMQHHnJusFQJI5VkLFJBLvpY6QV6oQTic5iM9PquT/zYcE09bMf7ZnecbsC81eXIG6Ms3UGgF30lxaRyBlVyn2kwGMQn4HhbS+nXyrXPkgU+GAzC4XBAq9WKIVMlT9nrL2hGyw4PBl9iwex/F4f8jX6ajUSmujvknuqTSc9kZWXB6/XGTCGlM3pCo/YQNiW/LSFaBCXVRZep8ASJZyItLaB5P9CymwxEs6FtvweQObXzxunFKEbJNCP01sQXfebyycg0aRcV9M1cyWRRWlQkmu4I6e54qhs193cg6BN2e8z3czDlL/GlO4DQugWyX9GEQqR0h9xr6eOiNN0hd8OUigryWhJFIGPWyX8TgUEPj5JGMTZe2oKmD9yoWmzG3P+UhGzPYDDE3SGQie4ONdo4EzFEypTpF5C8uIlHVNBkqriWoIbASWbMPX3cvV1B1G3uS5VsdMBeJ5MqMQAl5xvFeoyCCYakUiXM5ZORbtIqKuh0h9yTtRx03hRILN3B8zw8XX3dHTLpjkhP+pGQRjOi1X3EMqiiodMS0cy0CLGmlsq1z5JuBTmCwaD4H/IbSaMY71x4HHXvO1A+14QFb5aGfZ9UGCSlegFKpJ0xUZdF6XbTVRNBk0jBZ6KiQm7bakcSlJKI4RnHccjKyoLT6Uxa4NJiVqvVoveoD7UbbKhdb0fjhw74bOHntrFQg/JZgsNnxRwTrFXJZayjnXNyLp9E6DMYSkmbqKDTHfFMFo1ntgYgn+5o3SuYWdlrhf9fMN6IBa9UInukNkwgRCOSUycRMNLvpyTdQaDFB5ksGumniaemhOSYSasnXWsRDTqKQbap1+ux+ZpmHH/LjopZFlyyeUjI4psKgyTpApTqjgOlwkYNURFpu9KwdSYLPumoohqiItK2I/mBpNplM5bAUVNURNs+ghq01rhQu8GGug12tO11g5fZ9dzROpTPMaNirgmlM0zQZyWXKlEissjvw7pKGEpIuaign9DjnSxKn8SJjio/8GQ3an7R390x5gc5mLmiAloTJxYsKbl5RYtmSOs+6O+i5LOl4sNoNEYUFfHUlNCv9Xg8skWvSiERjG03tuHEGy4Un2fEd7YNCVkMSEGYw+FIyQIYLYSfqkU3krAhQ9+iTbtVY7tq1UQoJZK4IWLU6XSm1J8iWj1AqltHI4krrVareM5LMoSkSnp41G+xo26DDXUbHeIwQxqNHiieTKVKzjJAo1Xf5RMQrn+Xy8VcPhkxSamoIF4Q8RZX0gs4eQKOdvOOmO64uQUn3ulPd0x/sgQjr80RF/xE0x1yfyeiIt7OFDnxEcn2O56aErp9Vs2FaNvyVny9xo7Cswy44AMh/UEiOAaDQUwfpNovIlOj1cn26HMoHYWXmS74lJ5PqRY3QGbdRWmBQx6G0lkLIhVYvd94UbtBqMdo3OqEtyf89zbkCV0lpOgza0jyqRLSMSLtFCPHQZo6ZCKDkTJRQU6+RCeLkvcrGVUelu6oEcysSLoj/4y+7o7R/d0dtPlVJJQWWNLFfkrFUzTxIRUV8baWktcSG266LoUsQIkuRNW3teHIizbkn27Ad2qqAPRHMUwmk+hTIa3FSHVEIVIYPVWLrtVqFc+JeGoT1CATJlgk/eHxeGTFTTrSFZkQVhqNBlarFS6XSzzu6a4FId9D/L15Ddr2uYV6jA02tO5xg5e5tWaP0IkTV8tmmGDISSxVQtrA6W495vLJiITqooIuWIzniT3SAh5NVEif8nmexxcrhXQH33eNj12eg/P/XAy9pf+Jg4Ryo4mKeIo3pYt2LPEUK3JDiwo6FKv0ewSDQbjdbgAIeXIgfyc3RXpBUPrUt+sn7Tj4fC9yR+tx+ceDxG2Q/ncyD0MqiOjK8lRHFCJ1Wai5AMjVVMiFz9Ox4KZju3I1FbG6WVKZrkiXyyYRFQ6HI2y2j1TEpqPIVrp9rVYLvx1o+MCO2o121G2wo/eozCBFLVB0rhEVcwR/jMJzDNDolEUVLBaLmEIlxHL5JFFb5vL57UNVUUEuanKzSSTdIX2SJQuW9ISWChZ3p5DuqH1XuOnpszhMe7IEI68J7+6Qq4GgiafAMp4oAqAshUF8KsiFG09rKb3QRbuIyWeT/wb6f79oT317/q8dXz7di6whOlz55WBoNBqxGNTr9Ya9j0QxSLEoeYohTzLpeNpMxaJLIhWRImhqtK0mQqq2q6RQU0nBZ6pIpINHCZFEBU20WpBMpEpsJ3yo22DDifU2NHzghLcr/HvrczmUzzSJ9RjZw/URP19OVEiRS1XRIsvv94v3G9a6emqjmqggNytyQSu9WcdawCN5LYSkO/a4sOV7zWLfd8F4YXYHne6gX09ObqmoiMdPgnwOuXmSds1IxCM+iE8FEPs40t/Z6/WKFevxojSKsfWGFhx73QGNEVj4WiUGz8uBxghFBYtkP8jn0aHSdEcxIi26SqMYSm60NNJFL10LrlqLbbzdH5n0p0ikdTQSSkSF3HsidZWkuhZEun0OGrR/RFIldrTscolRXJqsoTpUzBVERvlMEwx5/amLRDqd5FJV0VpXybnJOPlJWlRIvSeA5NIdcq+Tei2EpDtWdKPm/1HpjptycP6joekO6eeTk5m+SOLxkwBCIw7kMyNddPGkMOIp9KS/czztorGgoxj0U8ehl7vwwfebQvK3WjOHshkmVC20oGqhBTkjIj/xSBkoUYxIi3208zJeUUGTqQU3mcU22ZbSTC60yXhjaLVaWCwW2O32hH+TSLUg6ahDAUIjSAEn0LDVgdqNQutqzyGZVIkGKDzHgIo5ZpTPM2HIrAIE4U+4fVppVw/5O3P5PLlJSlSQYke6+JHk1aMR7wJOey2Q18ulO6Y/VYoRV2fHrIeQiopk0x3R6j7IjUTJUyG9sMV6Pd2RQrabqguRC2qw95cd+PyJLvHfNHqIbbo02SN0gsBYYEHZTJPi6Yx0FENa8EVHFFJZGCfXLhcpdZCMqJCSqfbReBZ6tX0qMrnQRkvTyD2AJCsqaAZCqoTef0eDX5hVslEYiObpkEmVZGtQPsuMslkGVMw1I3tkcvURSs478j1ZquTkI2FRQX58ulgSQMz2z1jtmZFeT3drhKU7zjRg3svlyB0ln+6QQk5qur4i3nQHLVbkREWitRYk90gWs2ivpYd2peqic7X48cH1rWipFgo/rVU6LH59EAonmNCyy4XadXaceN+Gzs/Df3OtqT+KUbnQgtyRyUcx5IRXqhYherGXpg5IzVAqfCqidTmkctGRKz4kx5gshmqbXwGZLfiMtcjzPA+z2ayaqJAiV4uQrrZZIHSB13AatH/iEbtKWna6EJQJTlgHa0UDrvJZJhgLkktdRBN5zOXz5CNuUSFNd9ALrLT+IWRDnLwbZcQvRqVHyAIaCATw+RPd2PtL+XSHUoFARIA0+hGNaGJIKiri6RyREx+RbL/p13o8HvFmnypaa9z4YGkLnE3C/lbOsWL+yxXQ5PbvP7nYXU1B1K0XBEbdRgd8tvDjnz1cJ6ZJ4oliAKFj2jMdxUhnyiJTfhxyC71cyDoVpKroUglyUSMAYr1Sqhf5gZQqCbo5NHxoR/1GIV3SdUBGYXBA4VkGsR6jeLIRWkPi9ySlKTrWujpwiVtUkEJAuQU2kqiIp6YACE+P6PV62Fs92Lq8CbXvUemOp0sx4qrY6Q4piaY7Il3UtKiIJxJDjgtZJAhyooJ+rVy7qJrwPI9D/7Bhz739TqQT7y3EOQ8WIIjI+0QWQD7AoXW3G3V9UYyOz9SPYpCnGZKLNRj6o1TpuBFbLBbxHCeLbjqeMKNFE1K56JhMJuh0OvGpMV2FpmoWXSYCGSNPUrvpXOQz1UFEb1+r1Yo+FY5GP+o2CmPd6zc74G6VMQK0ciidbhL9MXJHJ58qkRPV9O/PcRxrXR1AxC0qSDFgpAtKajGdaLqDXvAP/sOGXfe0IOARPrPgTMHMKneksnQHDe0MGE/tRzSxQsQU2WclN5toraVSUUHXZaS6fsLvCmL33e048pIwv0Nn5TD3n5UYdIkp7huoGMVoJlEMO+o32uHtjRzFqFxgQflME3SWxKIY5EZMREai3R2xkNZUZCJlESttoGbExmg0QqvVwul0ZrSzI5miy0TQ6XQwm82w2WwZTdMAmUuVkCmtRFDqdDpoOA06v/DgxHob6jba0bzdJd6faSwVWsHhc64Z5bNNMBUlnyqJFcWi/TFYPUb6SUhURFtgiXETCeMD8ac7pK//Z86R/tyeBqiYacaQi7Iw7OJc5I0yKvr8eK2/4xEr5CQnN7doh1RJrQXp/iDfE0hPusNe68OWa1vQ8YlwsPNGG7Do9SpYR3JJ3yzpKEbbHrdYi9HxqUwUwyhEMSoXWlC10IyckcqrwUn0gu7KkUYx1DApilaomalOh3gKEOOFFhVSMjH4jZDqyA0tKuS2LbfApaseIh2pEo6LPFCN3nfey6FxuwO1fSKj83P5TpGCiQaUzzGhYq4JJeeboDUmnyqJJebJvYcY9DFSS0pEBVGLiaY7pF9p9bBjcDbJL+y5o/QYtNiKQYutKJthls3nkZOOnGyxaj/iKd6kbyjRJotK9zPacaFrSdRuF41Ew2YnPvx+q1j9PezSbMz6Rxk4c2r9E9wtQdSud6D2feFmJDfTIHuYrk9gpDaKEc+TpsViCUlFxdpXuYUvla2ycp0sydRERBMVUqJFbVK1v0Bq0gXRRIV029HSNKncbyB1DqPRRIX0dfT2Xa0B1G3sG4i2yQFXc/h7tWYOpdOMQhRjrgl545JrJY1VB0S7fJJ6DBbFUB/VRQUxblKaZ1USEVh3USPqNzlQcp4JVXOtqH3fgfZPwm/m+iwOFfMsGNwnMizlupCuCto6Wk5UJOpVQeo+oomKeNJApPgoHe2iPM/j87/04KMHO4VRyxww+bclOPPeXASCqX3SIoREMWqEKEbt+3bZ31hrFHK2VSSKMSq5KAZtIR7Pkz3JMysRFTSRQuipLDIFkm9bjUdUSLcbqdA0lfsLqJMu0Ov1MJlMMUWFFCW1AKlErVQJMf+Kd/Q7vf8ajQZdX3rFKEbjNicCrvD7pLlMK0Qx5phQPscMc6l6qRLm8pk+Eur+kDNBocP60sJD2Q3HERHYfE0zjr1pQ/kMCy77cBj8fj9sdV7UrXOgbp0DDVuc8DvCd6P4bBOGLMlGxUITis4xhowFjlT7oeRGJ2dQFWmyaLyRD3r6pdvtFp+wU4G3N4jqW1tx4i1hoTDma7Bg9SCUztanvMo8GnQUo26DQ+go2SAfxcgaqhMFRtlMM/TW5KIYRGTEerJPVFTI7as0ZZGOQkBa2CipAUlUVEhJZYomGolGEvR6PYxGI+x2e1Lbj7bfqe5oSSaKkoijqBwhqRIfh+adTpxYZ0P9JjvaP5ZPQ+efoRdsxOeaUDLFGFe3mBxyETTWuqo+qogK+kKJVHxIE29EYNtNrTj87x4UnWXCZbsHh70+4AmiabsLdeucqHvfgd6vwyMppiItqhZaMOgCK6oWWJBTahEFQTyLvjSVQpATFfHsp7TmQxq+VTt82n3Iiy3XtoiOekUTTVj4WiVMlUhpsVm8iLNJgkIU48T7MaIY00yoWmgWOkpGxx/FoDtKaHdPcl6TmzApzE1WVNDECt+nOooRrQZELVFBE80jItWFj0ojKGqJCppMFroC8aVK1BIVNNL993QExa6Suo12OBvD1w6NESidahKLPvNP14PTJJ8qkZ57gUBAtC8g9wGWKomPpEWFtItBr9dHNW6Kt1tDp9Oh+s4WfPFMJ3JG6nHVF0Ojvl6v16PniBfH3unFibU2NFe7wpwfOS1QPk0QGMMuykHeOIOiG1i0jg2pqIgkPuSgX0u3i5KbPJ0fJNtO5snm+FsObL+5FX67sL9jluVh2spi8Pr0pDuSQYxitAZRt74virHRDm+3TBRjSF9HyUIzymepE8Wgn3LItZCqRSBTT/VyNSBk/0gXQCrIlLMoEPlYk4VFTVEhJd0dLVKiFZwGg0GYTKaUmX8B4amS7kNUquRD+Si0qVgjGHDNEYSGpVyX9HeIJaxJap+8lokMeRJy1PR4PBFnVEQzboonIkC/fufPmvHJnztgKddi6bHhsq+P9H28tiAaNjtRt86B+vUO0ciJJmuwTij2vMCKilnmsEJAJR0bZLJoMBiUreOIBP3aaNNFSYERebIhN1yy+Cm50QcDPD56sAuf/6Vb+EwdMO3xMoy+KSuj6Y5EEWeT8Jq+WgxBZLR/HB490BiAsmlmVC40o2qhBbljkotiWCwWsZhWGsVIxeInV3iZjnZGuriV7Gu6Frx4UzRqES2Cko5IQqo7WqIhF0UBELK4psOAi3wHBDg073LhxLpe1G+yo22/B5A59Hnj9EIUY44ZJdOMcT1ARPoOUpEJQHzwo1MldMSHkaCoCAQCEaMNcqIi3nSH9PUfP9yJfQ+2Q5+twQ1tI8JerzQqwAd5dHzqQcMGN2rX2tFS4wo7QbUmDhWzzRh0gVDsmTfcJJ5UsQpUiUEOENuamxYqiUwXjTeK4W4P4MMbW9H4gQsAYCnXYeGrVSiYpE3pDTKdkOPhaRM6SsRaDLkoxmCdKDDKZ5mhz1J+E9JohHHvHo8HHo9HbFejF4FUL0CRni5TJWxI+oM2eEtn9CRTBZ9k5gmx9E93BCXTAocUqpKixnR7c0hFjrcriLrNdtSut6F+o0Mc1UCjMQAl5xvFeoyCMw1Jp0q0Wi1MJpP4/yO1rpKI5re5dTUhUUHmMshdTOTEJwtwIukO6esPrOjBrp+1Ahyw3DkyZPGNlpKQQkczAMDe7MGJtTbUrXegfqNTdvEpON2IQYutqFpkRukUMzR6+ZOThMaUtNHSokmNdlFyw6Wf6OhajLaP3NhybQscfRdg+XQL5r9SAV3ByRedUEpIFGOvR/TFaP9IPopROtWMKhLFGBs5ikHqLMjclUi1GPTil+oFKB05ermailS0cColXU/zcoPUMtUyC6TfAEvaUit9ggfSZ6EOhKdKeo/6BAOuDXY0bHWIKV0aY6EG5bMFG/GKOSZYqxJLlciZgMkJLfKA+G11+UxIVMRqnSTh/ETTHdLXH/qnDdtvawYA3Ng5AjqLRlFKgkYazTAYDCEXQdDPo2WXW+goed+Bri/DO1wMuRpULhBaVqsWWWAu1on7rNSXg24tTUW7KDmZyUV/cFU3PvxRo+h2d+aPCzH5D4UIILV52oEGHcWgO0o8XRGiGAuEYs+K2f1RDKPRCI1GA5/PF1EgS2sx5KIYqQ7hp6I2QUmhZrqjJ4RUiptY01kz3TqaaoETraU2094cQOg5xwc4tNa4ULvOhrpNdrTtdQtt8hJyR+tEgVE6w6QoShnNr0PJef9tcvlMSFTItU4S6Jx/oukO6eu/edWOLTc0AQCuqx2GrHKjopQEQS6aEamglHyX3uMefPNOD+rWOdD4gQsBt2QfOKDkXKFldciF2SiaaAQPPuKNkxZN5Ck3lSdWwMNjz8/acejvws1AZ+Yw+7lKjL4uNySKcaqkPuIhJIqxzyPOKGnbLxPF0AOl08wYuiQbQy7IhmWE8u4YOooB9Ke86BtLOsLoatQmxNv9kckOBzXFjdFohE6nfDprtOLaVD/Jp8IAK57ul1gpqnTcb2iR5e3hUb+FpErssB2XSZXogeLJRlFkFJxlCLEeIEQTFdLXSaNJ0uuNrsc4FV0+VRcVJJ+UTLpDSu17Tmy4ogEAcN2RkcgdYVR0gUaLZsjVfkT6Ln5XEE0fulD7vhDFsNeGf09LmQ6DL7CicpEFlfMsMGT3nyhqpzti4Wj044PrWtBWI0RCcobpsei/g5AzLrzYM1UtqycTYhSjnUfdBnt/FKMz/HhYBwlRjKpFFlTMMkOfHV9HCfkP0J9KyUQUI1qVuxzJtpRmyro81tN0rOOczH7LFdemu+AzWXFlMBhgMBgS6n7JpMACwo3mer8RukpqN9jRuNUp63ujywGMeVoMvtSCc39fIP57oq21sdqmT0WXT9VEBb2AA5A1yJK+Xml6pOlDF95bVA8AuOqTEcgdF7u4kD6R5aIZtKiI57vwPA/b4SDq1jlw/D0bmnc4wUuuDY0eKJtuxqDFVgy9MBuFpwmWzh6PJ6VmVgDQvN2FD5a1wt0mfKnBi7Mw58VyaLJker9j1GJ8q6MY0KB9X38tRtu+CFGMqSbRQjwem2ElUYx0LLpKw+dq+1Rkqi4hXnGj5n5nSlgBiYurWOmfVG9fTWiRhSCHtn1unFjXi7pNdrTucYfdx5e2VkFn0orvtVgsqpiA0ef9iy++iDVr1mDy5Mnif0pKSpLZzYyTkKiQXgByxk3RREW83SAd+714Y9oJAMDFH1ShdIo56uvJDxZNDZOCzWAwqPi7yIkPT3cADZucqF/vQu06u7iY0+SM0AudBovNKJ9hSWqITiR4nseXT/Zg7//rFC+OSb8sxoRf5CEovVpkoMN2LIoBsQ6CRKw8HTzqNwiTVmvX2+SjGFVaUWBUzE4sikE8IchTC4n8pWPRjRa+JrU6appfKdluKjs7gNgFn0TkpWK/IwkrtYtN5VDqjaGWqEh0+6mEPv6u1gDeXXIipB39uvZB0BqEa5iICrX9OhoaGrB69Wrs2rULtbW10Gg0OPPMMzF16lRMmzYNEyZMCHlYPxlIWlTQhYekICXaBNBEukF6DvnwyulHAQCL36lA1QKr/M7EUbwpLWKL9V1iCSGdTgc+yKNpt6PPE8Mpm6PXWTlUzBHC51WLLbBWJGfaAgA+RxA7bmvDsdeFC9+Qo8H8l6pQvtCQ8I2JFhjSGx5Z/E5VSEGm1+sNE89iFGO/p29GiQ2t+9xhrckaPVAyhcwosSDvtJMvipGuDotI26WjjenYrjRcTkLVJG2Zyuid3LbT2boZKVVBSIWoUrL9dKRKfI4gPri6Dc3b+u/XWiOHW1ynhVxficyAiYeGhgZ89NFH2L17N3bv3o2enh5YrVZMnjwZl112GbKzs7Fy5Up8+eWXMBqNGDlyJG655RbMmjVL/IyDBw/isccew/79++H3+zF+/Hj8+Mc/xuTJk2NuP5n30iQsKojJE/3/AUQUFYmYX5HP7/7GhdUjvwEAzFtTjmHfyQp7fax0hxTSAqrku0g7R+Sgq87J9+g8Zkf9Bifq1zvRsNkl2+5UMN6AqsWCwCg+1yhbJBSN3q992HxNM7q/FPa54HQjFv23CubB6tltf1uiGBzHwWg0guM4sfYlGmItRgeP+o19HSXr7XB3hN8ALZVaUWCUzzbDkHNyRTFMJsGvhZzf6epyyHTbKhGYRGCka6HLVCcNkHlvjHTWonh7g9hyZStadwnrVe4YHXoO+WEs1GBZw4iQh0+g31MoFcc/GAzCarWKa82BAwewc+dO7NixAzabDV999RVmzpyJZcuWged5rFq1Cjt37sRf//pXXHDBBaitrcVll12G4cOH47bbboPJZMKLL76I6upqvPzyy5gwYULEbSfzXikJ+1SQH1q6gHOcMAGUFhXxpjukAsHdGcC/KwRRMevvpRj1vZyQ10ujJdGgxYoSAaLUB4M++Xw+X5g7ZsDLo2WHG/XrnKhb70TvkfDtGgs1qJxvwaDFFlTON8NYEH1KX937Dmxb3iYWHI28Ohczny0Fb0iPrS/9NEeOT6qLr1IFqcQmT6XxXhZ0FKPjo/5ajNa94VEMTifUYlQtsKByoUWYY5BEFEOnExwvUxlGNplM4DgOLpdgnhbtyTLVUYx0LrZkv91ud8a6WTLZSUP2n6S16YeKdNSCAKlLlXi6Ath8eSva9wv36uFXW2HI1+DgszZYB2txxRdV4muNRqNYh5eqqF0wGERWVpZ4XtNcfPHF8Hq9ePfdd8X1y+VyYfbs2RgxYgRWr16N++67D+vWrcOWLVtQUCAUmXq9XixcuBBDhw7FqlWrIm47mfdKSSj2Thf0RYIsNomkO6QCge4j9jn6fzxpm6bSJ0tyY47WyhNPKoXkmwHBwpzkoEO2bRDSHhVzzJj8x0L0fu1D/Xon6tY50bzdhaAX8HQE8c2rdnzzqh2cBig+z4hBfWmS/DMM4mfyQR6f/KELnzzcLWxfC0z5YylOuyMHgUDqc5H0zZvuJjEajeK5EY99eKYhi7Lf749ZYBwJuqsj50wOE87Kw9m/LIS3kxd8Mdb1RTHaA+D9QPM2N5q3ubHvV51CFKNPYFTMiR7FIOcZufGQmys9HI90lBCRlIrUAX0O0E+2BoMBRqMxZdEEsl2v1xuy2JLWx1QttnTFPhC60BmNRphMppS1ByvZdqrrEbxer3ht0FGMVJ5jhGAwGHJd0lEMsv14Ba27I4BN32lF56fC5468PgvnP1GA3T/pBIAwm28SJXQ4HLLnu1rnndzDBc/z+NGPfoSCgoKQ+gqz2YwhQ4agubkZPM9j06ZNmDp1qigKACEiv3DhQrz00kvo7e1FTk6O7Ocn+l45Ek7oK7loyFO+kgVfuojTr9caOGj0HII+Hj57f5qFRD+ULATSiANRvHLEk0qRunSSf4t1UuWM0OO023Jx2m258NmDaNzqQv06IVXibAyADwKtuzxo3eXB/ge6YK3SomqRBaXTTTj6sh2Nm4QnRlOxFgvXVKF4qj4jUQJ6MQVCnySJsh/IUQxSkEnCmmoh7m8WMOS7Jgy7ygIO5ej42IPa90OjGM6GAA6vsuHwKpsQxZhiQuUCYZw7LSblIBESAOLvQA+lIzdeerFXe/Eh1wm5VuhzwGw2i8dD7WhCOhb6SMdeutBFWmhTkZJSssiqtcjL7T855h6PJ6QWJNWCkkD2jd5+PAu8qzWAjZe0iCnjMTdlYfKfC8BpOPj71hedNfI1Jz3f1RJ5HMfJHm+O47BkyZKwf/f5fDhx4gTGjRuHxsZG2Gw2jBo1Kux1o0aNQjAYxOHDhzFp0qSwvyfzXjkSEhXRbnLkByQLihK3S1ogRFrE9VkaeLoC8Nvji37E67wZTyqFXMzkSVGv14uDl+KpOdBnaTDkIiuGXGQVajE+86J+vSAw2mo84IOAoz6AQ/+w4dA/+guFsoboMf+lCuSfox0wEQG5KAY5TgOpZZWk6TQajViElypCohjjOUyYSEUx6FoMEsXY7kbzdjf2/xqwVGhFgVExxwJDbuwoBi0yMhnFSHc0IZ6FPp7tKnkdvdDS3SykRieVkYRYi2yyi3y01ysVlKmI4MhtP9YC31vrxoaLW9B7RPgNTrsjG+f8Pl9c08hEVF1W+FDJSMdByXmXitTgypUr0d3djaVLl6KjowMAkJ+fH/Y68m/kNVKSea8cybceSD+w76ldacGk0kWciIqAC6JVstJ0h9x3kZ4g0SIlst+HisKQE4r8N0kHaLXauJ/WOY5D4QQjCicYMeFn+XC3Cy2rB5/rReue0OJX+wkf3px5Arlj9KhaJNRilE41RZxPkm7IYkrcQ+ljQgaw0SIjXdCpGrfbnXZxExLFuMKEYVdaoOHK0f6RR5y02to37M7ZGMCRF2048qIQxSg5X6jFqFpoRv74xKIYJPVHFnq5xUfNKIZcNIH8J5Vpg2gLfSpTBvR5D4TWn6RykQEyv8hHEpTpiOAA0Rd4TzOw4cI29H4t/NZn3puLCb/KDbmGSHpdnxV6XUUTFVLkIjmRIikulyskaq60tmrNmjV47rnncPnll2PhwoXYt28fgP4GBBqyrpEIphRyvBJ5rxyqiQq6vgGInR6Jtx6C9Pz77EHVIg7kuyqJlNDviTVdlFxYZDElF3YiUQxDrtC+SASFxgBUzc2CvcGLzs+Fk6HnkA89h3pwYEUP9DkcKuZaMGiRBZULzbCUqa4bE4IWVkDmohjkdyBmZJkmPIqRi7P/XwG8Xf0dJbXrBf8T3g+0VLvRUu3G/t8AlnIqijFXvSiG2WwOW/jU3F9pfj7SoqN2FENuoU9HXUCs+hNaeKl97sezyMsdb3K/SgQ5QSkXwVFbyNKQz23/yo4Nl7TAUSv8DpMfLMa5vy4Ni5qRDr1kR6cTokVSOI7D3LlzUVBQgClTpmDy5MmYNWsWcnNzo37mk08+iZUrV+Liiy/G7373OwBCISkA2fWLXGtEVEpJ5r1yqJL+kC7KsaxG462H0Ol0YrGmtze2QVU8EYd4Uil0oadSd0zphRVPzYGz2Y+t17eiZYegErMG6bHo9SrkjhdqNuz1fiFNss6Jpq0u+J08fL08TrzpwIk3Bc+KorONqFpsRtViC4rOMiY1AlhNpFEMclzoKIZS4aUU0oaZTEFmqhHPAysw6DIjhn63L4rxsVecUdKypy+K0RTAkX/ZcORfNnBaEsUQPFDiiWIAwu9Bohi0Lwa98BHxoebCp7QAUe2narmUgVxdADHRU4tIiwyJ2tB1X6dawWe0CI5UyKoZvew54sPGi1vgbBQ+7+zf5mHsTwR3zLCoWZ8dh9S4Lp5IRTSkkZTHH38cW7duxe7du/Haa6+J5lfTpk3D1KlTw8yvfvOb32DNmjW46aabcO+994rXeHFxMQCgs7MzbJvt7e0hr5GSzHvlSKillBYDcouydAIoTbzdIESgvDX/GBq2ODH4QisW/rdC9rXxRhyIUlfyZEK+t1y7aKJEs8lu2unAlqXNcDYJx7BqnhXz/l0BTY78heZ3B9G8zS12lNhlhueYirXCeO/FffNJojzZZpJU2IcrmTA60CHHxNfdX4sRycWVRDEqF5hRMdcMY1709mQaum2V54Vx7haLRdavIZXto3ToOp1W3tK21XTtL6DO8LdEkWsTBiCKr1Tud6raZru/8mLDxS1wtwrf/dw/5mPcj+S7GHQ6HV4ddQKOBj8m3luEqX8qFe85Op1OFN6porm5GZ988gl27NiBXbt2obu7G1arFeeffz5+/vOf43//+x/+9re/IT8/H52dnVi7di1GjBgBAKivr8e8efOifv5HH30Eq1XeOHLMmDER36fVarF3796I75WSkKgAhLAISV9ILzS5CaDxml/RXRU+nw8bv9uI4+/YUT7LjAvXV4W9Ph6xQj5bSeqF/t5Sh0U1IReVRqPBV8/1oPonzQj6hJ/mrJ8V4ZwHChDglS2GPM+j57BP8MRY50TLTjekbxW9EvpqMXLHDMxBNskab8VraHWyIJ4vnAYdn3j7fTH2uMLGPdNRjMqFFhScGT2KIbctk8kEn88Hl8slRtmI4E9l+J6QKStvi8USEqVJ1/4CmbUvJ/c9EhpP534D6nhTdH7mxcZLW+DpCAIccP5fCzD6+9lR3/PKoFr4enhM+EUeJv2qSDz+6dh/MrQMEIQcMb/av38/Jk2ahMceewxarRYFBQVoa2sLERVerxc//elPsXXrVjz11FNigaXb7cYNN9wAq9WKvXv3Rtz2mDFjoNVq8eyzz4a89/bbb8fEiRPx3HPPKd6PhEUFudDkFKR0Amgi5lckzEo+Y+v3W3D0lV4UTzLi0urB/TsQp1ghnx0MBkUr5kjfJ93TRf2uIHbd1Y6jLwsTAfVZGsz9ZwVGXpkXkiYhT5BK8fYE0bhFEBgNG1xwtYYLo6yhOkFgLLKgbJYJOtPAjGLQAiOWfThdkJmIodXJBB3FqN/UH8WQ+63NZVpRYMSKYkhrUMgxpmtjyHwIqe19Kgtw6dqAVFqIWywW8UkdCE1X0PubqsJHmnTtM01WVpb4MEVHjdK530D8+96+34NNl7XC2x0EpwGmPlWIEdeFOzHT8DyPfxfUgg8A5/w+H6ff2R/RsFqt4v0/VftPiwoav9+POXPmoLW1FT/60Y/Q3t6O1157DX/9619RVSU8YI8ZMwZdXV245JJLUFVVhTvvvBN6vR5//OMfcejQITz22GO48MILAQA1NTW48cYb8Zvf/AZXX321+H6TyYSRI0eK733++efx6aef4rXXXsPIkSMV70fCoiLagaRFRaLpDukNacedbfjq+W7kjTXgu58MARC/WKE/OxgMwmAwRBQVdKEneU0qBYXthA9brm0RzVjyRhuw6L+DYBWEaFJP6zR8kEfHJ17UrRNqMdr3hxcras0cKmYLaZKqRRZkDRoYxZ5SokUxAIjicSAUZKaTkCjGp1Qtxu4IUYzzTMLAuwUWFEzoj2KQaARdAyCFHG9yfdAFn+lyfqRrIuinWjUKAK1Wq1jJL0em0hV0wSd5qEqFP0RWVhY8Hk/Y7x9tv1OZmgJi24g3brdj0xUt8Nl4cFpg+nNFGHZl7NB9wM3j5ZJaAMD5T4RGNaxWa0jqO1JqLhmBF0lUKEltbN68GVVVVfj666/x6KOPoqamRqxhmTp1Kp599lnxtXv27MH111+PBx54ANdeey0AQVQsXboUTU1NqKmpAc/zmDhxIu655x6MHz8+rv1IKv0R6a0kbUHMPJQc5Fh+EjX3deCzv3bCWqXDtUeHyUYz4v1so9Eoux90uyi5mFIpKBo2OfHh91vFyZfDvpON2f8oA0zyoo0spOQGGk/LqhRXix/1G1x980mc8PWG/6b5pxtQtUgQGSXnmaDRDbw0CXBq2oergRjF6OFRv8nZF8WwwdUiE8Uo1aJygRlDl+RgyOJcaKzKw+wDLYpB1wYkWhMhXUyiES1kn44oBr3fgDqGY9nZ2XC73VFr1DKZpgFC971pmwvvXVwLvyMIjR6Y9WIpBl1kUvQ57o4A/jOsHgAw/e9FGH5V/wIfSVwB6g2DI7VLsVi5ciWefPLJkPSHHKtWrcKf//xnbNq0CWVlZVE/c8yYMbjjjjtw5513xtx+LFLyCErEBCmYVJLuiOQnIX7RLGJOEhQXfSUXaqzPpqt6afFBDJFSKSZ4nsfnf+7G/ge7hPkQHHDeQyUYf08uAsHI+6Vma6a5VIdRy7Ixalk2gj4eLbv655P0HBSOV9cBL7oOePH5Yz0w5GtQOc8szCdZYIGpSHkBYKohBVUAxBY6qX04eYo6VWorlCCeL2ag6hIDhlxWAg1Xhs7P+msxWnYJUQxXSwBH/23H0X/bwWkaUXyeEVULhd+6cIIhaveQnIW4x+OB2+0WoydEZKTSBIu+PlJhBhWJdDpdSiGfmwrDsVivzaQvB9C/78ff78EH17Yh4OahNXJY9FoVhl2cqziKQg98jMenQtrRQ9+P4+noUXOt8Xq9+Oc//4lLL700pqAgfPnll1i+fDkOHDgAl8uFM844A7fffjumTp0a17YTFhWRDjIdDlJifqV0YBdpKfXZeTGKEOtkV2qsBSTWLpoM3t4gtt/citp3hB4mY4EWC1ZXoXSWPqqgkKJma6ZGz6F8phnlM8049+FC2I77xDRJ8zY3Ah4e3q4gjr3uEMasc0DxZCMGLRamb9Kh83QTqyCTPi7f5igGXeuUNQ4Yf0YuJv68AL5eCLUYa/tqMVr8IVbxHz3YBXOJEMWoXGhB5TwzjPnRBaXUfIvnebhcLrGjhKRJUjk7I9oNP5UW4uRzST1GtLZVtT0a4mkdTUUEJZaoS4WYrH/fia3L2hD0CunbOauLUTRbA4fDEdUbgxaVZAQEEN2mOxZyAo98B1pc9vT0oKGhAUOGDIk6hyoR3nrrLbS1teGmm25S/J6DBw/illtuwZ133om6ujo8/fTTuOmmm/DKK6+kfkopIO8BQW7YdBFkxA3HSHdIOfR3G7bf0QwA+H7vSGgNkX90+rOjKWMyRIrc/Pz+fjOgVC6O3V95sWVpC3oOCze6orNMWPhaJUwV6o0rB+RbMxMt9vQ5gmje5hJFhqNevo2xqm8AWsUcc8gguFQSb0FmKlpWT3ZCIjqBoGwUg4bTCIKysm+ce6wohhRpLQZZdOTaR1NZixGrjdFisShOf8SDmimaeFFaD8BxHLKysuB0OlUTHqkodD3xlgPbvt8O3i+Igbn/KUHZDPmUR7Q0UdNOB96b2wgAWLKlDEWT+jtf1DoOdKpo1apVePTRR1FUVITzzz8fU6ZMwaxZs2J6QihJf1xzzTUABOdNJbS1tSEnJ0fs9iH/tmjRIowdOxarV69WuIcqpT+k/hCxVJeSdAeNXq+HIbv/qchnD0IbYSx4PF4VQH/9B/10m0pBcfxNO7bf0iaG2sbekIdpK0sQ1Pqh9n0zUhQjofkkVg0GXWDFoAuE+SRdB3ziALTW3W7wQcGMiQzG0hiAsun9xZ65I/VRPz9RSIiXPBkoQXpc5OzDyTH5NkQxpB0egHwUo7avFsPZ3DfwbrcHrbs9+Pi3QhSjYr5ZSJXMM8MY4fokRItikFqMdEQx5J7oaTMkElUhxeZqofRpPhXti+RzY0VQUnHuyzmqyj3FKy34PPaaA9U3t4MPAPocDvP+W4KS8yLXUERLE2n9/TbVpjxhLpDaHX/0veeKK67AqFGjsGfPHuzatQvvvvsuAKG+Ydq0aZg+fTrOOeccmEzKakIIra2t+OSTT/CTn/xE8XvkhExxcTHOOuss1NTUxLX9pLs/5AomyUUod5OPJyVBRxyO/rcbG65sAABcc3gosgaHL1KJeFWkq1006Oex/4FOfPF4j7B9PTD9r+UY9QNrRvL7ahY1ejoDaNjcN2V1o1PoC5eQM1KPqkVCLUbpdHPUSJNSyMITrTshXr5tUQxyMyddTpGgO0o6P5dEMSSnC6cBis4VajGqFlpQODHxKAb9HdMZxSDbJTd0aYdBKrdLP02ns8CVbJuOoACpSw9JiVTwGan+5ejLduy8rQPgAUOeBvPfLEHR2cYoW4hO3bsufLC0FQCw7Pgo5AzpF1h6vR4OhyNl92qeF8aq79+/H9XV1aiurkZbWxuMRiMuvvhi/P73v8fBgwfxk5/8BMeOHQOAkEjFsmXLIi7+t956K+6+++6o29+5cyeeeuopHDhwABqNBpMmTcI999yD3/3udzh06JA4W0QJSYkKcsJLw3UajQZ6vT6kDUtpSoIgjWY0bnFh7RKhMveKjwcjf1zoyUMXbyp1xyQLhhI772RwtwWw9cZWNG0VxpVbynVY9J8qFEzSDYiCQTUX0mCAR/s+j5gm6fxMRlhmcaiYaxZrMSzl8QfMiENmOgzJ1GjlHYgoaRmNBDkufhtVi7HeDmeTvJNrZV8Uo2KeGabCxN09yb1Fr9enpcOCVP2TIuB0d3akymlSCaQbwe/3hzx8pGPbZPuRUkQHnuvCrh8LFtLGQg0WvFWKgjPDB2LFw9ev2LHjFmEa59UnqmApMoR5Y6QqRRUMBmG1WsXIOc/zOHLkCHbs2AGe52E0GvHII48gNzcXbW1tAMJFhcPhwIMPPogVK1Zg586dePnll6HValFSUoLS0tKI23788cfx7LPP4vTTT8dPf/pTBAIBPP300zh8+DD8fj+mTZuGZ555RvG+JJz+IDdZtUabh3wpmWgGXTjjo6p0pc6bSr0qSCspHeZMxRNp+0cebLm2WaxBKJ9hwYJXKqHNHziLktJ0gKJiTy2HkvNMKDnPhHN+UwBHo18c4964xQW/g4ffzqP2bSdq3xaKVAsnGsRajKJzjNBoo9fLkLxfqh0y5cLjdMHnyRzFIKIs0bHv4lOrEai8yIDBl5ZAoylD1+decdJq804n+IAgqr9+xY6vX7ELUYxJfR0lC80x59HIdZR4vV7xgYV290zFFEwSvZR2dkQL26u52Ga66BLov87SOWEWCE8RkeP91TO92HW3ICjMpVpcsLYC2aO1SR9zMvYcAHRWTUjk1mw2w+PxpLTglI6UcxyH0aNHY/To0aipqcHy5cuxfPly0fgKAI4ePQqnU7iHElEyfvx49PT0oLKyEhMnTpTdzpNPPomnn34a7777LoYPH469e/dCq9WisbERx48fx5gxY3DRRRfhoYcegkajwV133RXXfiQsKqIJBPrgxpOSoN0xpdEDuujP31elK5d6iYQ03REIBMSwYrJdE5E4/GIvdt/dgYBHOB5n3lWIyQ8XIoCBO3uCToMAyS+k1godxnw/B2O+n4OAh0dztUtsWbX1jSDu+MSLjk+8+PSP3TAWaYTR3ostqJwf6vZI5/6j+aSkCjU7bTJFKmzL6Y4S6xjgjNNyMOH/8oUoxub+jhJnk9BR0lbjQVuNBx8/1AVTkQaV8y1CR8n82FEMuVoMt9sttq0SgUFX+ie74MqdZ3RdQrrHqisVN2qdh2T/1a6HiPc7+P1+fPLnDnz0624AgKVSh4s3DEbhOLMqvzUZe64xQDY9G2kQHBFYyWyf2DDIkZeXJxst+PGPfyz+7wkTJogPWz09PVHndJDfied5dHd346OPPsJ3v/td6HQ6PPPMM+jq6kJ2djaKi4vhcrkwduzY+PYl0fRHtIuF4/qHdQHK0h2x3DFtx/14dayQS1rwejlGXpavqBUVCBUfZCBMtPoJEmaU65pQcrIEPDx239uOw/+0AQB0Zg6zn6/A0O9aTurCP7XTAT1HvH3Fni40V7sQlGhUTguUTDGhaqEFwy7KQclEa1wFmemEPi7JdtqkCmmUJx3fSazF0GjQ9YVPrMVo3uEMq8UABxRP6usoWRQ7iiGFiD5yHtJRjERdH7Ozs+FyueISBrQ/RbrstAH1TahI+sNutyvuqEqVARbP8/jsjz349GGhJs06WIuF75Qie5iQUlfD4fKTh7rx2Z8EL55rTgwS/52IVLvdHvG9yW6f53lkZ2fHrOuL1PmxbNkyAMBLL70Ucz9pampqsGzZMjz00EO48sorQ/5G0iJbt25FeXm54s9MyqciEuRJIpJACPsSCqIZOkp48W7lqRfaHVPpdFFyMkifSKUmSnJP6o4GP7YsbUH7PiE8mzNcj8X/HYSsMdxJLSiA5Ma4y5E7yoDcUQacfmcefLYgGj/oa1ld74SrOQA+ALRUu9FS7cb+X3cia7BOTJOUzzRBZxk480nkQrWJdtqkgkzNQQmJYowGzhiXgwn35sNvBxr6ohgn1tnhbPQDPNC214O2vR588nsqirHAjMr5sY3WEo1iqB1NIL9ztO6KVEUxYplQxbPQkfukknMllQZYPM/j499244u/9AIAsofpsODd0pDxAUo7WqJ105BIhdT4SglqbD9Zurq6cN9992H37t1ob2/HkCFDsHTpUlx33XUR39PRIdSQkCFiNOTfOjo60iMqIn4g1f+rRFDQi360E41Of/hswZhPq2q5Y0ZaSOVC3g1bHdi6rAXudmE/Bi/JwrwXKwBLaguaMkWkNEkizp76bA2GXGLFkEuswnyST71oWO9E/QY3WmtcAA/Ya/04+HwvDj7fC62JQ/kskygysoekpmU1EdQWX8ki1zKaKcR9NgAVSwwYdHEJZmrK0HXAJ84oadrhBO8H3O1BfL3Gjq/X2EOjGAvNKDo7/loM8mBBaqmI+VYq3S5JmjgTbpNSoZsuZ1El21baMsvzPPb9ogtfPSVEfXNH67DgndKoxd1yx5wc92iGZ6SmQmcNfViJ5qaZzPbfeecd5OTk4MwzzxQfPpKhvr4eCxcuxF/+8hf09vZizZo1+O1vfwu3243ly5fLvofcD8haSUP+Ld5x76qJCmk9BO1cKEe8BZbGLD04DcAHAXdv9GLPVLaLyi2kGo0GB1b2YOfPmsWQ7qRfF2Pi/XkIBAdu/YSaqFnsyWk4lJxjxqCpeeAf4NFd70T9Bocwn2STC97uIAJuHvXrXahf7wLu6UDeOL04xr3kfBM0+oEznyTSOZMO+/BkOjxSTUgUYxRw+tgcnPnTfPhsPBo/cIq1GI6G8CiGsUiDynmCwEgmigEgJIohXXDJ91SLTC30iSy08S6miWw7mo01H+Sx56edOPwPIe2Qd7oeC94qhbkkvtEA5LOjWZgHAgEEhJpH6CVumskeB7ntazQa/P3vf8eRI0dgNBoxadIkzJw5E9OmTcPIkSPjXq9WrlwJnU6HrKz+SayzZ8/G1VdfjRUrVuDqq68O+RuBtEzL3RvIv5HzQymqpD+k3R2xfoB4CixpsaLP0sDbGwyxU5VCd44QFZYq/4lgMAhPrx87bm8TbKsBGHI1mP9SFYZdnCNcmAEuZeGugUqyxZ7SJ2tTkQYjl2Zj5NJsBP08Wne7xTRJ95fCid/9lQ/dX/Xgi7/2wJCrEY2YqhZa4r4JpRKpcKCPi9r24QaDQfSLUTPMnirEfTYCFRcYMOgioaOk+8v+WoymaiGK4WkP4ptX7fjmVSGKUXSOEVULhd+88OzoHUTxRDEA4aaarigGvdDTUQy1o1pKFlqyn2qJi1jbpqNGPq8fH97ahMOrBEFRMNGA+W+UxNWOLEe0bpqgSzhnjHnCMVA7PUVvHwBWr16NY8eOYffu3di1axcee+wx/OEPf0BpaalofjVlyhQUFBTE/Ny8vLywf+M4DvPmzcOnn36Ko0ePynaDFBUVARBSJ1La24UOm1gOn2HbTbRQk+d5eL3eiALBYDDIXghKZ30A4cWbq4d9A0ejH+Pvycd5DxeF7ogkUpKO6aI9R33Yck0zur8StlVwhhGL/zsIpkF8yEI6EHLqA4VYxZ5kgY1lxkSw1/pQv16oxWja6kLALTmd+xacQYuFNEm8dtLpRE2/kHT4eKQT0RfDzqPxA1dfLYYNjvrwm76xUBLFKE7MF0Or1SIrKwtut1u8z0kNmVIl1qSLLe0Rkcq8PNB/3yX3ajWstOPZtgZabL+5FUdWCzUUJeeZsfjtCuiykVJxvOGiZjRv82DIxVYseXOIeA2S/7jd7pTdu8n6tW/fPlRXV2PHjh04fPgwOI7D008/jYqKiojGVwBQXV2NJ598El999RWMRiNGjhyJW265BZ988gmefvppvPnmmxg3blzYdmfPno2mpibZ7zR69Gh0dXWhuro6rn1JKv2htB4CiH/Wh1zxJqmr8EsiFZHaRVNJ7VoHti1vFUeFj7omFzOeLQWvF+y2lTypk6eeb1sUQ2m9gRKyBusx9od6jP1hDvyuIJo+dAu+GOucsNcKYfP2fR607xNaGM2lofNJDDkDp9hTrmWVmD0ptQ9PRcvoQICuxShfrEfVhcWYoSlF91dUFGN7XxSjI4hv/mPHN//pi2KcLUQxKhfG9kEhUQzyxE6eqMnCQkcxpNEEtaMYck/UsVIGakC3rer1+hBRlerWUb8ngO03teDEG0IuonSqCYvfqoClwJjyThqfTbgPa8yAw+EQF3qDQbDstlqtKUtPcRwHk8mE6dOnY/r06QCAlpYW7N+/H0ePHsVdd92F3Nxc2fe++uqr+PWvf42qqiqsXLkSPM9j1apVuPnmm1FeXo68vDyMHDlS9r0ajQYFBQXgeR5PPvmk2B3W2dmJ22+/Hddee23c+5L0lFK1RpvTRBIrOnFSaWj4WK5dtLcX8PmAwsJE9i4ywQCPTx7uwqePdAvb0gJTHy3DuNuyEQjIq+hI/gYDpTMgk5B9JjfzQCAgW2+g5ALWmTUYtFioq+Af49H9lU803mrZ6QYfEEZ7H/mXDUf+ZYNGL9y0qvrekzNKn3IxqhQ6TAooSyHRx83tdp+yYpU+NpYRwOk/zsGZd+fD7+iLYrxHRTF4oH2/B+37PfjkD91CFGNu36TV+fKpMWn6jaRByLVJ32eIyEjXWHXaI0KaMkiV02U0Tw41u2gCHh4f3tCG+rWC83DZLBPmrCkGb/TD4fCnvAbFL+n+IOsVndpXUguiFqWlpSgqKsLPf/7zqMZXL730EiwWC5qamrB3715MnToVV111FWpqatDU1ISHHnpIfKB/88038Ytf/ALPPfecKF4mTJiAXbt24ZlnnsHy5cvh8XiwYsUK5Obm4pZbbon7eycVqYgmEHieF08CjabfnSwasYo3xfHn5MeP0C76z39qceedgmXrzJlBXHppAEuWBDB4cHIXmqczgA+Xt6Jhg3DSm0u0WPjqIBSdr1N8Qg20zoBME2khjFbsGe1JncBxHPJPMyD/NAPG350HT3cAjZuFNEnDBifc7UEEfUDTh240fejG3vs7kT1cJxZ7lk43QWca2FEM+tiQ4zYQOjzSjXit6IHyRXpULQmPYjRXOxH09UUxXnPgm9ccQhTjLCMq+2oxiiYZYTDqIw6oI8KXLvj0+/snG5PfQ6/XpzSKAUA2ikG7bKqx2MnVUkRqHU22i8bvCmLrdW1o3CQItor5Jsx+uRg6c/81mGhXh1J8Ubo/aAEfrRZE7QiOEuOrX/3qVxgyZAgOHjyI1157DS+88IIYacvJyQnxn6DvofQ2Vq1ahcceewy33XYbtFotpkyZgscff1ysuYiHhGsqAER1NSQLPqAs3aGkeHPDZU2ofd+OynkWXLpxGIDQdlG/H3jwQT0ee0y+vfD004NYskQQGJMmBRHPCPvOzzzYfG0L7MeF71Z6vhkL1lTCUMKr9lTwbRxmpdfrFS2Eah4bPsijfb8H9eudqFvnRMfHMvNJLBzK5/TNJ1lkgbVS9e5r1SALGRHyp/p5Ew9iLYajvxajdp0N9jqZWowCDQYvzEblAjPK5hhgLlX+m5ObNDnedBSDLsJNR01EJCOmeC3EjUYjtFqt+EQcCzqSIFd/EmmffY4gPrimDc0fCoKiaokZs14shtaoPGqoxoyUNYPr4O0O4sz7cjHxF3niv1ut1pDCfzmSNf8iRmPRUDLynODz+TB9+nSMGzcOq1ativi6uXPnYvLkyXjkkUeifl48pOROSQrwACgqtqOHgUVTlyQs5XfyIU+2HMehtRW48UYjPvwwNJw5dGgQx48L6uHAAQ0OHNDg0Uf1KC7msXixIDDmzg1ApttG5OtXbNhxZzsCLuGkPP3WApz/aCGCmgDUvC/Eeho9ldIk8U4YVfPYcBoOxeeaUHyuCWf9sgDOJj/qN/TPJ/HZePidPOrec6LuPeGGWjDeIIxxX2xB8bnR8/LpRHocT/XzJl4iRTF6Dvr6ZpT0oml7XxSjM4gja3pwZI3g2lh4lqFvRkns31wuikEWE6fTGRLFoEPnqejsUGohHut+q7Y/g1w3i7c3iC1XtqJ1l7BgD7nMghl/L4q7JTxaV4eS/eZ5Xkyr67PDnzZjHYdUmn8lwsqVK9Hd3Y2lS5fGfG1dXR3uvPNOfPzxx+jt7cXIkSNx0003YcmSJQltOylRIXfSie05Cg5avMWb+ixBMPhsAbhcLvEzamo0uO46AxobhZPh7LMD+Ogj4bWPPurDGWcE8f77Wqxdq8W2bRp4vRza2ji89JIOL72kg8HAY9YsIYpxwQUBDBrUF0r28ai5vwNfPSNUIWuNHGY+XY4R11lTnpo4ldMkyQ6zUvvYWMp1GH1DDkbfkIOAl0fLDrdgH77BiZ7Dwk2i83MvOj/34rNHu2EsEJweqxZbULXADGNBZlpW5Y7jqXzeJAtdi2EeDpx2ZzbG/yQPASfQIPpi2IQCXwAdH3vR8bEwk8aQr0HlPDMqFwi/eawoBu2LAfSnpYi7Jx3FiMcMKl6UpitSUXQZKV1AaslcnX68f9lxtO0VBMXwq62Y+kwhNLrkBTtdbArEnlPicwXA9wUT1PCpoK8vuVqQvXv34tVXX8XZZ5+N8847DxUVFcntMMWaNWvw3HPP4fLLL8fChQtjvv7o0aO4+eab8YMf/ABtbW345z//ibvvvhsajQaLFy+Oe/tJpT/oQkq6pdPv7x+LHukpNJ7iTfLZ1T9pxucrO5E1VIfvfjEIAIfnntPh5z/Xw+cTToQ77vDhxz/2YfRoIZS0apUHV17Zf/O02YAtWwSBsW6dFu3t4SdwQUEQQyqDuM96HG27hZBc1mA9Fr9ehZwzNBkPJ5+saZJ0dCbQ5lLk/Erm2PR+7RPTJM3bXQhKAm+cBig+z4hBfR0l+Wck74wXi0SPo9qzW04FiDCjB0X1HPKJk1abtjnCZtIAwmTdyj4flOJzjXEthHTbKimwNRgM4oySVEYxaGg7abmQPRGh8ToqKsHbxWPjpS3o+EQQFOOW52PG06XgEYwZQUkWuf12tnnxQslhAMD05wsx/Or+0HVWVhY8Ho9q5nEajQZfffUV/vjHP+KLL75AMBjEiBEjxM6PyZMni6ZUNErSH08++SRWrlyJiy++GI888ohYoxiJzs5OmEymkNSLy+XChRdeiGAwiK1bt8a9f6qICrlhYOTGJfdD0AZVSos3eZ7Hrl8045M/dsJcrMV3j47Gj34ErF4tPCVarTyeecaLK64IwG4HSkuFg/T00x7ccIP8NgIBYN8+DdauFUTGl1+Ghr2uRANmoQtV862Y9+8KaLIH3pPdybJQ0GHAdM6eIMeGvmnSxycefPYgGre6+oagOeFsDH+/pVIrFnuWzzZDb1W32JMICiD5oWDSY/Nti2KQNIScMCPHJeAEGrc6RV8M+4nw3Hi8UQwp5HwkqVxyrdA1Eanq7KChQ/ZEkJOHPjVD9q7WADZe2oLuA8LaMOamLEz9awn0Bn3Ig1IidSCJoNVq4arnsWaM4AFxwRuDMOTiLHHbVqs17qFySunp6cG+ffuwa9cu7Nq1Cy0tLTAYDDj33HMxffp0zJ8/H4MHD8bBgwdxww03oLu7G3/7298we/bskM85ePAgbr31VjQ1NUGr1eKss87CXXfdhcmTJ8f8DgcPHsRjjz2G/fv3w+/3Y/z48cjKysIHH3yA6urq9JlfAULujlwE0mIUcmLSIShpNCPWSUpOcpIf/OzP3fjogS50GI14bdRIfPGF8HQwdiyPV1/1Y/RoYnUMZGcLouJPf/Li9ttjnwyffcbhyiuNqK/vXwRuwgn84D4jzv5NwUljtz0QFwoS6pWrqE8nqhZ78jy6Pveirs8To63GA15yOmuNHMpm9LeskomKyXx/0kandofHyRr9SoR4hRntGdJz2C/MKFlrQ+N2J4Le8PeqEcUg1yqJYtBP1alsYyRwHAez2SyaXyktuoyFs9GPjZe0oOewcD8dd3s2Jj2cH+bQHKnoMVX73PWlF++cL5hALX6vHIMX5IhrFdBfp5IKgcPzPEwmE/R6PY4ePYodO3Zg+/bt2Lt3L4qKirB8+XIx6uB0OsNERW1tLZYsWQKfz4errroKS5YswYsvvojq6mq8/PLLmDBhQsRtHzt2DFdccQVGjBiB2267DSaTCS+++CK2bt0Knuexd+9e5OTkxLU/SYmKYDAYUSBIRUWs0eZS6OJN8hlfPduLh+7l8D6K4YUQobj88gCefz6IvLxQhZubq4XTyeGBB7z4v/+LLgjWrNHijjsMcLlCL/4V9zhw88PK20UHGmqnAhIh3oLMdKF2hMfdEUDDRkFg1G9ywdsV/v7cMXrBOnyxBaVTTdAalC826RZmA1GcqgExGUomYhYSxfiwf0aJ7Xj4+W3I06BinhlVC4Rpq5Yy9aMYqXqit1gsCASEaat0bQ59L4mn8NBe58fGi1pgOybcj8ffm4OJv8qLmS6k60BSZYDVVuPB+/ObAQAXbC5D8blGcdvkONCpKTVFHc/zMJvNYUO93G43qqurcc899+DXv/413nzzTezduzdMVFx//fXYs2cPbr/9drHV1Ov1YuHChRg6dGjE7o/du3fjxhtvhE6nw7Zt20Q78K6uLkydOhUmkwkff/xx3PuTVKEmCSXLncjkIgCUjTYn0MWbZGYB+ZzX9ljwFnIAcAB4zJkTxF13+WAwBOF2h1a+W62A0wm4XDrodJBdRH0+4P779XjmGX3fwQjiMjThNVQCAIxj9IhkaHUyQM+ZiOb7kIo0CcdxohNdogWZqUTtgkZToRYjrsnGiGuE+SRtez2oXyfUYnR9IYiAnkM+9BzqwYGVPdBnc6iYZ8GgRRZULoy+2GRiKBi938lOoB0oqBXpEY+NDiibr0flomJM15Si94hf8MVYa0PjNiGK4e0O4vh/HTj+X2E2UMEEgziTpnhy7CiG3CA0l8sVUotBd3akKooRrehSSaGp7ZgPGy5ugaNW+E4T/18uzvx5XlzbVjJWPNEUBfE+AkJHn5P9IBbdsQo+E7mP0msljclkgtFoxEMPPYRhw4bB4RDOoRMnTuDzzz8HIFhp19TUwGQyYfbs2eK/A8DZZ5+NtWvXoqOjA4WFhWHGV+ecc47oIfX6669j4sSJ6OjowN///nfxPOvt7Y07UqF694eUeKy8yY2LXPTSg93t0UIQFADA4YMPtPjgAy1KS3nRf2L2bD8sFj+sVhPa2jg4HJAfU94QxPXXG7FzpxDxyIcXN6EWMy414LW3hC0obM8+KaAXSUDeoVGtJ1FyswNw0jg7Squ1ybFJxNlTo+NQOsWE0ikmnPNgAez1ftE6vGmrC34nD5+Nx4k3HTjxpnCjKDrbiKpFZlQttoSM9R4IQ8HUsA/PNOQJX+3UEd1RYhoCjLstG2fcmYeAC2j6kNRi2GE71tdF9KkXnZ8KXUSGPA0q5lJRjCjjvAH5QWikowSAuNDJLXiJRDEi3d8jtW9KnSbJQtt10I0NF7eINUhn/zYPZ/xE3nI6FnJtq2ShT8ZwjIw9B/qdm8kxCHldCtxFyQOfHO+99x7eeOONkH97+OGHxf+9evVqsZiWNrmiqampwQUXXBBmfNXa2opAIICzzjoLr7zyCp544glYLBZMmDABN910E55//nkcPnwYkyZNUrQfhJQ5+pAfgwiKWCc0OTGk7pg0k84M4Lm3hf997kQfPjmgg8/HoaWFwwsv6PDCCzqYzTzmzAmARIhttiBcLm/IIlpTo8eVV/JoahI+fwzs+AFXh3kPF+KMu3Ohz+bh8wmC5FQlmnU4+XsiT6Kpunmnk0hRDHoRjafYM6tKh7HLczB2eQ787iBatrvFWgwSCm7/yIP2jwQraVOxFlULzRh2cS4GLzIgYB44Q8HoRRSIfwJtJkhn6kg8J7RA6Tw9KhYWY5qmFL1H+2sxGj6kohj/c+D4//qiGGcSXwwzSs4zJR3FoFtW4/GniJdIFuJ6vR72ozzWL2mFq0XY3uQ/FWDsrdmqbVvuYSCeCAqBniclbSkF5H0qlHhTKEnTRLtGHnnkEdGYSq7747PPPgMA3H///bjxxhtD3rtp0ybcfvvt4jly+eWX4/LLLxf/3tHRAQBYvHix7Hvp18RDSkQFuckAsf0n6OJNj8cTku6QkpPf/79/c6cL5yzRYdMmoXNj/XotOjs5uFwc1q7t362339Zg6FAdLrgggNNP9+G553j8/Od6+P3CNhagDVcWtGPRK1Uon2OC3++HxQL09AB9VhinPEoWUSVpEnITo+tgTgXUTAXoTBpULrCgcoEF/KM8eg77xDRJy043eD/gbgvg6Mt2HH3ZDk7XN59koVDsmTt24MwnAQa+YRtZYDJR0xMSxRgMjP1RNk6/I0oU4zMvOj/z4rM/d8OQK0QxKhcIFuKJRDG8Xq8o7GlfDKVh+0T8GYD+p/nOz7zYeGkLPB3CZ896phxn3FqYshSN0giK3LZ9MSIVSo6DVOAonVNCCmETgdxnycMgDSkjiNQSnMx7o5F0+kPuy5AfL1aPLF28SXJW0Q5uTkH/32xdPHJyhELNyy8PwO8Hdu/ubw89ckQ4Mbq6NHjwQQMefBDQ63nRz8KIAJahAQvO9mLR68OQNVgvqnurlUdPD+B0DpzZD+lEaZqErqcZCGH6dKCqsyfHIW+MAXljDDjjrjx4e4Jo2upG4wY3Trxvg6tFMORp3uZG8zY39v2yE1lDdEI3ySILymaaQmYjZBo5cUrX8ZBzhy4+TCVkER0o52SkKIbtaz9q3++vxQh4eHh7gjj+hgPH3+iLYownHSV9UYwYjpNyUQy32w2XyxUWxUhFd0X7fg82XdYKb3cQnAaY+lQhhlxngMvliliToHahKR1BiTWrw2/vm1CqR1wF1JGQS9OQ7ZtMJlx66aUAgKlTp+K8887D1KlTxY6keCDvkRPMRDSQuShqvjcaqkUq5Nwxo4kK2quCzBCJpdZyCvv/3tsp/Txg+vQgpk8P4uGHfViyRLDszs3lYbMBwSAnCop8eHE7jmP2jRZMWzEYQW2/r7tQ7SsoN69XB7NZe0pUvSdKtDQJuRmR3+1UGrWthEgRnkTrVMwFeoy9xorRVwXhduWj4xMv6tYJaZL2/cL5aT/hx8G/9eLg33qhNXOomC3UYVQtsiBr0MCaT0L2OxNRDCJyB2KRMBAaxTAOoqIYbqDpw/4ZJb3fhDq6fv6XbuhzOFTMFQRG5QILrBXJRTHI9SyNYiT6BN26x43NV7TC18uD0wLTnyvCsCutANSzEI+XSFEMUjfF+YRjqM/SiE0FQOLRGinSQte77roL69atwzvvvIMXXngBFosFkydPxowZMzB9+nQMGTJE0bEnHhKdnZ1hf2tvbw95jZrvjYYqdyE64iBVPXI/SqTporHIpQam2Xqiv7a0VNjmyJFB/Pd1Nx64xodVe/IAAEs1DbjqyUKM/kFWWHdHIBCA2cwD4NDb64ffz5/0Ve9qIb0wSUgV6O/2SNRY6lQgUrGnkjoV8vRERDan4VB0thFFZxtx1i/y4Wrxo36jC/XrnWjY5ISvl0fAxaPufSfq3hcqivNO0wsD0BZbFOXk04na3TbRIC6ZXu/AqUWJhbjfGqB0rg4VC4ow7YkSIYpBOko+FKIYvt7QIt/8Mwyo6pu0WnK+elEMQDiWJKWppPiwebsbW65qhd/BQ6MHZrxQjCGXyA/KyqSFuNTG29Ut/G99lgYWiyXEKyQVvhSTJ0/G5MmTwfM8jhw5gv3796O6uhqPPPIIfD4fqqqqMH36dNx2220oLS0Neb/cTI5nn30Wzz77LADg0KFD4n/r9XqMHj0aADBmzBjZ7/Pss8+K0RKC9L3xkHT6Ix53TDqaQU8XVUpeCZX+iCEqrIIwhr0X2HdDE6r28ADyAABT/1yGUd/nIn5fi0U4iZxOsEFNESDHgRRknipth2oRq06FXkTJMYsWpjeX6jDqe9kY9b1sBH08WnYJ80nq1jvRc1C4KXd/6UP3lz34/LEe0eVx0GKhfsNUlJn5JJGIJsCS8QyJ5pJ5shAWxbg1G6ff3hfF2OZCbZ+7Z+/Xwu/e9YUXXV948fljPUIUY45ZHISWSBSDOGhmZ2eLQkPJaPPGzS58cG0bAm4eGgMw+6ViVF0QffImTaTW0WQ6K5TitQnnotbCwW63h9l4k0mlam+b4ziMGTMG55xzDm6++WY4HA7s2bMH1dXV2Lt3Lz777DMsWLAg5D1PPPEEKisrxf//3HPPYevWrRg6dKiYrnA6ndiwYQNmzpwJK1kMAVx11VW46qqrwt5Lzx6J9F6lJB2pIFbcchcwvZDEahdVQjaV/rDbor+WCIP2bwJoPuKGEf3GIlyZBsFgZAFEbNAdjtB+ZTaoSUDON2GgF+xlGiXFnoCycKtGz6F8phnlM8049+FC2I77xDRJ8za3kJPvCuLY6w4ce90BcEDxZKNgH77IgoIJqZ9PEg9qXFv0PJSTpY1ZKSFRjDk6VMwvwrQnStH7dd+MkrW9QhTD3RfFeMuJE28J0av80w2o7ItilE5RFsUgC7lUOJCHQnJNk+JDv9+PY+/0YsvSVgS9gNbMYc7qYlTMiz8fT4jWOhpPZ4VSSPeHPosL2TYZ/07Ef6onjlqtVsydOxdz584FANTX14veE62trQBCo/pjxozBL3/5S+zYsQOHDx/Gfffdhx07duD555+Hy+XCPffcE/L5r732Gs444wxcffXVAIBf/vKXqKmpwU9/+lPceeed0Ov1Ed+rlKRFRawqfzqaEW+6Q4rewMGAILzQxBQVu9YLP3RHQI//oQwLL9UAff4TsVpF6UhFJJQsEqkejJMJ6NByJMXOBFh0SMiZOBP6/X5Z3welAix7qB6n3ZqL027Nhd8ZRNOHLlFkOOoDAA+07fGgbY8HH/+2C5ZyYT5J1WILKuaYoc8aOMWeQPzdNrRL5qkmKKTQ15axChh7SxZOvy0XQY8QxSAzSnqP9kUxDnjRdcCLLx4XDNfK+6IYVQstsFaG3/6lBmF0Jx95aJB2lNS+48SWpS0I+gCdlcPC/1WgZJpB1cU20c4KpZDuD53kWiAin+xzKrYdbS188sknw3wqiGsmAGzevBnFxcXIyspCdnY2Vq5cCZ7nMXHiRPzrX//CyJEjQ95LP8AAQGlpKVavXo1HH30U99xzT9T3Kt4fPskrMJoXAd2qolZ+syzLABuvw/fO68XftoRfFM5eHtfPCuL9w5F7oW+80YdHHvEhO8JLbrzRgNde02HSpAA+/DA+rwU5+2d6AT1Zb3iJTsaU8m2aMRGJaFbR9LGRWhLHe/3wPI+uAz5xAFrrbnfYfBKNASibbhZFRu7I5OaTpBLaFZaEpcmxI4Li2wx977F9Q6IYNjRsdSDgDr+u8k7TiwKjZIoJepNWseMoEcZf/8eGnbd0gg8A+hwOF7wzCFUzssNmhaSy+4YWnUSoxxtJ2HBRM5q3eVC1xIy5a0rEfyfpNFcEfwHptgGECAwl16xGo0kozUBYtWoV/vznP2PTpk0oKyuL+LoxY8bgjjvuwJ133pnwtpSQtKggnRtSSBgNgKJ2UaUMzdWhzW/AZeNt+Pfu0Dzxob0BXLlEj6+dwthYiyaA08/g8cURbdhcD4OBx8yZQVx4oeDEWVXVvw+33WbAiy/qcNppQezdm9yNiu4IGKgTRGNBnl7kFsFkOFkmrKpJPFbRkQSq1BlPKZ6uABo29U1Z3egU/QNockbqUbVIqMUonW5Wpb0uVUgLhb+NAjUaYsrZAzRtd4kzSnqOhEeX9dkaVM23YtBCK8rmGWSjGFKOvGRD9Y/aAF6Y1Drvv8UoPNsgdv7p9fqkFvpEkLaOkvMilgHWe7Ob0PGRF8OutGDGP/o7HohLpxLBSm+bfmiiazEirZWJigqv14v58+djxowZ+P3vfx/1tWPGjMHcuXPh9Xpx4MABuFwunHHGGbj99ttDijSTJSWighxUcuL4fD7VwtzjCrWodRuxcIQNb3zWLyr+t8KH235hhY0XLoZJJU68tUuHvDI/nE5g61Ytli41iG2lUs48UxAYF17ox8sv6/DMM3oMHRrEgQPqPf3IPaUP9DQAuTmkwyFTKsBOhuMTD8k6O6p5fIIBHu37PGKapPOz8O+jy+JQMdeMQYuEltVYBkzphISf6Ta9SAJ1INuHp4uQKMax/o6Shq0OBFyxoxhScXnon73YeafQdmgs0mDR2+UonCD4HpAoBi0cSC0GWeiTTRkohTbAooW5NJLw1rmN6Dnkw6jvZ2HKE4Xi+y0WC4LBYEJRMLptlVyzgUAAvb29OHDgAMaMGQOTydRnY6C8oJXmtddew69//WusXbsWw4YNi/raMWPGoKKiArfccgvGjh2Luro6PP300zhx4gReeeWVqNNM40F1UUFPFw0EAtDr9aqmAc4u5XDIbsb0SjvWH9YgGOTxiyv9eHJdDnhw4MDjh3MceOI9A4J8aMhtxAgTmps1uOYaPwYP5vHee1ocOBCeT7ZaeTgcHPLyeDQ0pMZWU3oTBBK3xk4VmZwweqqlSdQeCqb28XE0+tGwQXD2bNziCpmFQCiYYBBbVovOMUKjzUwUQ4lL5ql2/qiNeN/xadC0vd/ds+dwBHFJdZTUvu3Anv8T7JvNJVoseq8c+aeFuzISSBE3z/NiLRG5HjIVxZBGEl4e/jUc9X6cdkc2Jj1cIL6HntSaLGS7W7duxZ133gmDwYBJkyZh6tSpmDNnDkaMGBF3NP+aa64BAKxZsybma9va2pCTkxNistXW1oZFixZh7NixWL16dXw7FIGkRQXp/KC9Kkj9BH2A1EoDTBsEfNJpwdlFDrxdw+OaGUB1QxYAwMIFsOJXHnzvF1rZJ5MJE0w4elSDm2/24fHHhZvR8eMc1q7V4r33tKiu1oj23QI8HI70eHUPtDTJQOr1P9nTJMSIibTqqY3axyfg4dFc7RJbVm1fh39nY5EGVQuECEblfDOM+elpWU3EJfNkP39SBS3OyGJvO94/o6T+A/koBsFYqMEF6yqiCgopclEMehCa0nSFGtCRhFUlR+DpCuCcXxXh7F8WiNu2Wq0hDQZqcfz4cezZswc7d+7E3r174fV6UV5ejhkzZmDGjBmYMmUKsiMV/fXR2tqKmTNn4ic/+QluvfXWhL/L8uXLUVNTEzLhNBlUERWkIpYouljtosmkAeaP5LGryYrhFjc8fg4NXkF1DTJ58Oa7wLip8qPYAWDKFBM++0yD667z47nnwk+S9es1+P73jejpEb57cXEQx4+nv/grk2kStQoyU8nJlEbKhDgjx0Wt49NztK/Yc50TzdUuBCXBAU4LlJxvElpWF1uQd1pq5pOoJc4iHZ902YcPBKJFe8Tj4uPQXN3XUfK+DT2Hw6NCuizB1bWyL1USr6trtChGtHSF2vy78ASCPuC8PxTh7J+ViOcFIBRepqqriJx7n3/+ObZv347t27fj2LFj0Gq1mDdvHlasWBFyLS1btgw1NTWyn3Xrrbfi7rvvjritnTt34qmnnsKBAweg0WgwadIk3HPPPfjd736HQ4cOYd++farsU9JJUvJkHU+7KO1pEK9pksUk/P9jTiP4vjHoc4Y48J+deljy/Ij2u1ut8q2iPA8895wOP/tZ/6CxX/zCh/vvT2/InyD1fCBqOtWmUnQf9kBuzYvkiZHImPJUkUnfBLLv0azV43lKzx2pR+4duTj9jlz4bEE0ftDXsrreCVdzAHwAaNnhRssON/b/uhPWQTohTbLIjPJZZugsybesqinOIh2fb4unSqxoD714F8/QoXRWIbRmDh8/IqQ8dBYOwQCPoAfw23nUvutE7bt9rq7j9KhcIAiM0qkmaI3xuXsCQkchMcAi5y2ZU5KKKEbAy/cLZVMQDodDXJeIT0VWVlbKLMStVitmzpyJmTNnAhC8Kaqrq2G322XX0tNPPx0PPvggVqxYgZ07d+Lll1+GVqtFSUlJ2GsJjz/+OJ599lmcfvrpeOqppxAIBPD0009j6dKl8Pv9mDZtmmr7k7SooC/ARJ5OYpkmSeswaluFMKsgKHhcNNaBFz7QwpIT+8lFztTK7QbuusuAf/9bOBTZ2Tz+8Q8vLrxwYDzx0kYsqbwBSm2iTxZiOVdmYoGgu2UyLc7U9gzRZ2sw5BIrhlxiBc/z6PzUK45xb9vrAXjAUefHwed7cfD5XmhNHMpmmsRajOwh8besEkGRisjZt81TJd70UTAYxJ6ft+PASsHCOHeMHhetHwxLsV6MYtSus6P7kHDP6P7Kh+6venBgRQ90Vg7ls4kvhhlZg6P/9kRcSGvMnE5nWBSDnjqabBTDZwsfe07WJZPJJI6TT5WFuHTdrKqqEmsl5LBarRg/fjx6enpQWVmJiRMnhr3mySefxNNPP413330Xw4cPx969e6HVatHY2Ijjx49jzJgxuOiii/DQQw9Bo9HgrrvuSvj7S0laVPj9fjHikGzIU8kCodHQ6QgO7x7MQlV5AOdUuLFkkR9X/0SDipHy+V1ppKKujsPSpQZ89JHw+jFjgnjlFQ/GjBmYT+ipugGSfOZAmeaYDPS+R5uwmqoFgjxZpaNbJhEiHZ9EomAcx6FwohGFE42Y+PN8uNsCqN/o7JtP4oK3O4iAm0fDBhcaNriAezqQN04vpklizanIRLRHenzIMSJRHjpNcrJFMeIVFHyQx+6fduDgc70AhI6Qxe+Ww1DMww8vimfoUDa7CFP/Ugr7Caqj5AMH/E4efgePuvecqHtPuOHmjtULdTgLzSidZo4rikHSIx6PB263W4zg0tNWlbRvyuGPMPachpwXaluIxyoViEZPT0/EVlRyr+N5Ht3d3fjoo4/w3e9+FzqdDs888wy6urqQnZ2N4uJiuFwujB07NqHvIEfSNRV05S5Rd0BijpnRIBd3wM/h6klutHZw+LTFBBdCBYQGPMbmuLFguhfX3KHBmbP6/758uQFr1ugwcWIQf/iDF8uWGdHeLnzPiy8W6ixyclT92mkjkWp3+qY9EAoyU0k6TMlO1mgPoH4xY9DPo3W3G/XrhY6S7i/DU4mGXA0q5vUZby20wFzSf62ScxOAqt4oyXAytzyTehSl13kwwGPnne048qJgXVwwwYBFb5dHnSFD12K07HCL7p7dB2U6SqwcymeRjhJz3BEsuuCTjmLQ8zrI7xIrXdH9lRdvn9cEAJj/Vgkq5gj24hzHISsrC06nM+r76Y4S0s1CbzvatRMMBpGVlSUaZ8Vi2bJlAICXXnpJ0esBoKamBsuWLcNDDz2EK6+8MuRvJC2ydetWlJeXK/7MaCQdqaBvRgBCFJuaAiMYDEKr1cJk1uG/nwpuhD4P8NYzLvz35QC2fmFER0CPIDh82WvGl2vNeGItUGnwYM5ZHlx+PQ+LWThxGxo4XHSREYEAB47j8atf+fB//+eHZmC5FcdFvLM3BlKIPh2kOk1yskd7pMcnWpSH3MijodFxKJtuRtl0Myb9rhD2Wh/q1wu1GE0fuhBw8fD2BHH8fw4c/58wn6ToHCMGLbZg8AVWVJwnqPuB5JKpZpQnncQtKPw8qm9pw9dr7ACA4nONWPBmGYx50Rc++vgUTdeidFYhpvy5BPZaoaPk+FobGrZQUYy1TtSt7YtijBGiGJULhXNGSRQDCB2ERkcxSHRJLl0hjWL47JQlgrV/EVC6btH7Ha+NN8fFP16+q6sL9913H3bv3o329nYMGTIES5cuxXXXXSf7+o4OoRYmPz8/7G/k3zo6OgaOqJCi0WhEe276RkXCV0D8IoOM1SZ5VfHC0ADfuYPDFXcJockdb7qx5lk/Nu7W4Zs+V80GrxH/3mPEv/cABgiLRVubsP3cXB7//KcHixefXGHMWChJkwAYsCH6dBArTRLPAkHn/Af6E6tSIonURIs9swbrMfaHeoz9YQ78riCaPhSiGPXrnLDX+gEeaN/nQfs+Dz5+qAuWMi0qF5iF+SRzLTDkDCzFLz0+5ByiRSp9jDJF3ILCx+PDH7QKQg9A6VQT5v+3LO7jT9+D9KXAqB9kYcxNOYCfQ3NfFKN2nQ1dXwlRjJ5DPvQc6sGBJ3ugswhRDDIILXto7CiG3Dh3UgtB1iSSrjCZTCGRBL+DqqnIDl+b4hGIdA0cEHrvJe6czz33HBwOB84//3yMGzcu7vWwvr4eCxcuxF/+8hf09vZizZo1+O1vfwu3243ly5eHvZ7c44n7LA35NzXFe0ot8uipdrRSpJ90Yh1QqUW09AZGTl4AmHwhMOUSwVDl6MderH7ch/c2cvis3QQ/NPCi/8Ko4Nz49dmtGNFqhLvNAlPxwBoNrSb0jY1cXCRkaDabT5oQbqqIN8pDOBnab9VA7VoenVmDQYuFugr+MR49B/umrK53oWWnC3wAcDYHcOQlO468ZIdGLyxuVX3vyRmVmpbVRKH3Hxg4UYx4C1wDHh5br28ROznKZ5kw77WykKf3RAmJYkzTonRmIaY8WgJHnV+ctFq/xQG/g4ffyaPufSfq3ncC6EDuaL0gMBdaUDrdBJ0p+veJFsUAQn0xDAYDdIH+1Jw+KzQFB8QnKiLtN+362tPTg9dffx1/+9vfkJOTg+nTp2PGjBmYPn161A4OAFi5ciV0Oh2ysrLEf5s9ezauvvpqrFixAldffXXI3wBhfgkAWaM48m9kZLoaJF1TkQhK6zCStYgmF3d3C7DmcS/+/m8NPms1IRt+PIAjMPZFLsABJecbMfhCKwZfaEHuaOVmLicT5CZD+vxP1eFnahIpjx4MBsUFdaDk/DOBWs6V5AbvaPfg+Ps9qFvnRMMGJ9zt4Yth9nCdOMa9dEbsRSaTZMp4K15B4XcFseXaFjRsFMz+KheYMfeVUujMqT+25NjAz6F5JxXF+FKmFsPCoWymGVUkijEssVoMOl1R9z8PPvyBMFZ8eftYGPI1YnTdaDTCbrerfn0HAgF8+eWX2LVrF3bv3o3PP/8cPM9j7NixmDlzJmbMmIFzzjlHca3F3/72Nzz22GN49dVXw7pB9u3bh+uuu062puLPf/4znn/+eWzfvj2moFFKRkSFFHohCwaDcLlc+OMf/4j6+nr861//UsXWmFzcGmjRssuNY2/24tjbvej9Jvyzc0frMehCCwZfaEXx5MzZEauF0idq6QJ6qvfrxwuzfo5OogtoJAtzPsij/SOP4Oy5zomOj+UXmfI55j5fDPlx3gOJdJxD8QoKnyOIzVc2o+lD4Ul+0IUWzHmpNGZdQyqgzyFHnR+16/smrW6xh9Q+EOKNYkgJBoP46vke1NzTBQD4XvsQmLIMovkWgBBvilTcB7Ozs9HZ2YkdO3Zg+/btqK6uRkdHBx544AFce+21Yd93x44dePrpp/Hll1/CaDRi5MiRKCsrw3vvvYc333wT48aNC3mPzWbDpEmTom5fLeMrYICICpra2lrccccdqK2txe9+9zvMnTsXgLrdJKLA0GjQc9CH4+/Y8c1bvWjdE27JbSrSYNAFFgy60IqKuWZVQoHpJNEJoyeTa2U6oYeCkeJhZv0sT7RziDwxxuOS6Wzyo36D0LLauMUFn01mPsl4A6r6BMZAfyBIRRSD+DcoLb729gax6YpmtOwUBMXQy62Y9c+SqK2+6USMYgQ0aNnpEmeUdB0Ij1wnGsX4/K/d2Pf/OsHpgO91DBbr/+j6C/pBS20DLKkddzAYxNdff43KysqQQWO1tbW44IIL4Pf7MXPmTCxbtgw8z+OFF17Arl27YLVasWfPHtnaiTPPPFN8Lemq6uzsxG233YbLL78cv/vd71TZF2CAiYrOzk4sXrwYeXl5WLlyJUaPHh1ShxEMBhOqlo0FubDdrUGceM+OY2/2on6zAwFP6KHRmoTBOoMvsmDQBRaYSwf2U5FaE0bpmx9pmfo2PqFHGwp2MrcbpgO5BZScN4nYbge8PFp2ugX78PVOWQtpY4EGlfMF062qBWYYCwZ23RQ5NlIRptQ+PF5B4ekOYON3mgXTMgDDr87CjOeKodENDEEhJSSKUe9HXV8Uo36zfBQjZ5QeVSSKESVN9vHvO/HJw90w5GlwXcNQcVtEUNjtQhcM7e5J/z7JRDFI26pSJk2aBJvNhuXLl2PGjBlwOp146aWXsGvXLgwZMgQbNmzAm2++iV/84hd47rnnMH36dADA9OnT0dnZiSlTpmD58uXweDxYsWIFWltb8dZbb6GoqCju7x5xnwaSqPB6vXjllVdw2WWXIUdiGJFuP4ygm0PDJieOvd2L4+/a4G6XLAyc0Gol1mGMHVjFY2pPxaT5NqZJ4nmiZmmS2JAFEIAqIqz3G5+YJmne7kJQkinhNEDxeUZxjHv+eMOAul6lxBPFSMTTw90RwPqLm9D5qXCgRt2QjakriwZ0ZEdKSBRjV7+7Z+cX4Q9QWjOH8pkmcUZJzvD+p/ma+ztwYEUPrFVaXHVoiCgo6IcxqS+GRqMJmbSaqAGWRqOJaGAlhed5vPPOO9i7dy/27NmDxsZG6PV6nHbaaWhvb4fP58OWLVvwv//9D/fffz+ef/550fp77ty5GDFiBNxuNz7//HNotVpMmTIF9957L4YOHapo+0oZUKIiHqQRDEB9gUEubA4atNV4+uowbOg5Ep7bzR6hw+AlVgy+qM8pMINqP51DrMikP9LSdSo+oSdjE80mZIYiV9+jtgjzOYJo2to3n2SdE87G8PPQUqkVnT3LZw/8tGa0gmGdToiYKhUUrhY/1l/cjK4Dwn1s7M05OP8vheA0J4+gkBISxWgIoG5936TVzY4QG25Czsj+Wozjb9px5EU7csfqccVHg2EymUT/nkhIo0e0L0Y8BljxiIpI+Hw+TJ8+HePGjcOqVatkXzN37lxMnjwZjzzySFLbUsJJKypo6Ja3VAsMrVaLnsM+HH/HhmNv9aJ5lwuQHEFjoQZViywYfKEFlfMt0EewflWbTLc4nmpP6KlwdaSPz6kqwiKh5HjSng9qRMJ4nkfX59R8khoPeMlHaI0cymaYxFoM+il2IELOHTIqPJ5j5GzyY92FTeg5JEQvT78jF+c+UjCgozaJQEcxWne7cPy9yFEMaAAEBaHxvcOjYwoKKfFGMTwej9jVoYaoeOyxx/C3v/0NK1euxMKFC2VfM3fuXJSXl6OgoAAff/wxent7MXLkSNx0001YsmRJUtuXckqIChqpH0aq6zA8HbxQh/FWL+o22hFwhR5OjQEon23G4IusGLzEAkt5auowEi3ITBUn+xN6Oo7nt6lWRc2C4WSOkbsjgIZNLtSvc6JhkxOezvDzMHe0MJ+kanHfpE3DwFtwSYiemC0pqeex1/mxbkkjbN8Iofkz783D2Q/kn3KCQorSKIbWzOFm+7ikjaCiRTFqamrwwx/+EOPHj8fUqVMxbdo0TJw4Uew0iZc1a9bggQcewGWXXYY//OEPEV83d+5cOBwO3HzzzTj77LPR1taGf/7zn/j444/xxBNPYPHixQltX45TTlTQpL0Ow8Oh8QMnjr0p1GG4WsOfPIvOMQqFnkusyD9dnToMuiNhoM6cOJkKGclNIN2Oo6dqrQoRFGoWDKs1n6Rtb3/LatcX4deOPptDxTzBE6NyoRmWsswXZ0c7npFEWNcRF95bVC+4lwI461f5mPDzvFNeUMhBjk37R168s+CEKCxOvz0f5z1aoKqYl0YxAoEA1q5di507d2L37t1wOp0oKirC9OnTMXPmTEybNg15eXmKPvvJJ5/EypUrcfHFF+ORRx4R02BydHZ2wmQyhXSTuFwuXHjhhQgGg9i6dWuSe9rPKS0qpKS7DqNjvxffvNmL4+/0ina0NFlDdRi8xILBF1lROjX6xMZIEAWcioLMVDGQ0yQkbJnpoWCnSksvEWipELxqC1V7vR8NGwSB0fSBC35n+HlYeJZBHONedLYx7XUI8Qg0kkqyfR3Auwtr4WgQBMV5fyjG+LvzTqrzSG06P/dg3YVN8HQEwWmBBS9XYeRVuSkX82TtIQ6+X331Ffbs2YNt27bh8OHD0Gg0OPPMM3HxxRfjuuuuC1ufDh48iMceeww7duyA3+9HWVkZ/vSnP+G8886Lul3yvv3798Pv92P8+PH48Y9/jHfffRevvvoqqqurUVxcrMo+ZlRURNrRyZMnp3zbJGxInzipEBgk99n7teCHceytXjTvcIbldQ15VB3GAmWzDtJZkJkqoj19xjO+WA0G6lAw6TECMGBEWDTSObVVbaHqdwfRst0t1mLYjoWfD6ZireCJsNiCirnmmAO3kiWRiE/Xl16sv7BJjJpOfawEE+4qGnBiPp10HfDi/SWN8LQHwWmAef+qxKDLhFofubbeVBwjnufFGiNSX9HS0oJt27Zh+/bt6OrqwosvvhiSFqmtrcVll10Gi8WCtrY2LF26FI2NjaiursbLL7+MCRMmyG6rtrYW3/nOdzB8+HDcfvvtMJlMePHFF1FdXY0pU6Zg27Zt2Lt3b1jHZaJkTFSQAzR8+HDcdtttITsa7QClgkTnksQLuel5u3jUrhUMt+o22OF3SOow9EDZTLOYJsmqCg1r0QVvXq/3pA6NS8lUCuBkEmgnQ5oklS3NsUhFsWfPYZ84AK15hxu8RGNwOqB0iknsKFG7xTwRQdHxqQfrL2mCp8/qfMqKIoxdLiwcJ3vNU6J0H/Ti/cVNcLcFAA6Yt6oCQ640RywaTsUxkhMUSrjvvvvw3nvvwev14t5778UPf/hDeL1eLFy4EEOHDo3Y+bF8+XJUV1fjpz/9KW6++WYAwroxf/58dHZ2Yvjw4Xj77bcT2hc5MiYq7rvvPqxbtw5btmxBQUEBACg6QKmGFhhEpQKpq8PgfRwat7rEOgxnU/gTUeFEAwb1+WEUn2UWby5er/eUfrpIRwog0x0zyaLEtTLdDLSIj9pRDG9vEI1bnH3GWy7Z2qmsITphANoiC8pmmpKaoZFICqltvxsbLm2Gt0t4Gp/2dDFGLcuO+PqBnJJUi57DgqBwtQiCYs4/KjDsGnlBIYcaxyhRQcHzPCZNmoRAIIDCwkI8/vjj4pr0wgsvYO3atVi1ahXOPvtsrF27VjS/mjZtGiZNmiQ8zHq9uO222zBx4kR0dHTgd7/7HTo6OrBixQosWrRI8XeJRcYGip177rmYPHkynn766ZC/Pfzww3jppZewZ88e1cIxyZDOOgwNp0H7Rx4cf9uGY2/bZNufsgbrMeQiK6ouMKF0unlAVqanglSkAAZax0yyDISnz3hHbacbtY8RH+TR8YlX9MRo3y9vvFQx2yx2lGQNUl7smYigaNntxsbLmuDr5cFpgZl/L8Hwq5S7Ng6E80hteo768P6iRriahXNy9vPlGH6dJeFrPtFjxPM8TCZTXIICABoaGsSRFdHYvHkzampqRPOrESNGYO7cufjBD34AvV6Pd955B62trbBYLCgtLcWRI0fw8ssvR50NEi8ZKWVubGyEzWbDqFGjwv42atQoBINBHD58WNUdTRRy4gCpq8MgPhsAkDOew1kT83Hub4thO+7HiXds+ObtXjRtc4IPAPZaHw483Y0DTwP6HA5VC4XBZ5ULU5/TzSS0FwnQ/7vEGk8eiUx1eKSSSMco0RHl8ZKMSVi6UPsYcRoORWcbUXS2EWf9Ih+uFj/qN7pQv15oWfX18gi46FHeQN5perHYs+S8yEZ5iQiK5u0ubLyiGX4HD40emPViKYZeGp8PQqRjRK63gRANi4feb3xYd0G/oJj1bHKCAgg/RnQUQ6/Xw2634w9/+AOGDx+OqVOnYvDgwQCQkKAAgI6ODgDA/fffjxtvvDHkb5s2bcLtt9+OFStWoKqqClVVVbj88ssBAJ999hkAoLS0FDfeeCPuueeesPeRz1aLjIgKshP5+flhfyP/pvaOqgHHcTAYhLHoqazDIBesoRwY+6NsnHlXIdydftSuc+DYW72ofd8Onz0IXy+PY687cOx1BzgdUDZdqMMYfKEFWYMHtoFPstA3fekFHWthOBlacNUg0jHS6XSqhrdP5hSS2sfIXKrDqO9lY9T3shH08WjZJcwnqVvvRM9Bobak+0sfur/sweeP9cCQr0HlvL4oxkILTEXCgkOKXOOpSWnY5MTma1oQcPHQGIC5q0sx6ILkjJWA0GNEP6EbDIYBH8WwHRMEBXFVnflUGUZcn5ygkIPu6OA4Dl6vFx0dHXj77bfxpz/9CZWVlZg5cyZmzZqF8847L6S1UwnkPkXWHxoyQEzOXyPR9yVDRkRFJnZUbTiOg06nE28+qRAYGo0GBoNB+DyLH0OuMGH4VVbAz6Fpm6uvXdUGR4MfvB9o2upC01YX9tzbgYLxBmF8+0VWFE4c2HMOkkV6QZObHklt0Dc9IihOphZcNYh0jBKN9BDoomGlg6wGKtJjRESG9BiR/46FRs+hfKYZ5TPNOPfhQtiOC8WedeucaP7QjYCHh7crKD4YiPOElmRhxCV5yD1deU1K3fsObFnagqBXSLfMW1OKyvnxLVxKyHQ0LB5sJ3x4/4ImOOqF7zF9RRlGft+a8nOUpDgee+wxuFwu7Nu3D7t27cL27dvxyiuvwGAw4NxzzxVFxrBhw2J+JrnG5O5ZZD01m82qvS8ZMiIqMrGjqUQqMNQw3JILz9OFo8UzdSibU4zpK0vR8Ym3rw6jFx2fCq/t/NyLzs+9+PSRblgqtBh8oRWDllhQPssMrfHUFRj0TY9u6SULA/l7pm94mUStheFUq0mhoY8BIB8NizeKkT1Uj3G35GLcLbnwO4No+rB/PomjPgDwQFuNB201Hux/oAOWcmE+SdUiCyrmmKHPli/2PP6WAx/e0IKgD9BZOcx/vQzlM9Nz/5Q7RuS8IH+nxVi6ENxDm+CoE87xaY+XYfRNqRcUUsxmM+bNm4dFixaB53kcO3ZMbBv9y1/+gj/+8Y/YsGEDBg0aFPVziIdEZ2dn2N/a29tDXqPG+5IhI6IiEzuaLuinQCCxOgwlBkx0HUb2acDE8Xk459eFcNYHRD+Mhg8d4P2AszGAg8/34uDzvdBlcahaIKRIqhZZBvw46GSgFwaTyQRAuMnR4e2B8lSVSRJJAajlknmyoHakR2fRYNAFVgy6QFjour/0oXGjW4hi7BTqp5xNARxeZcPhVTZoDEDZNMETo2qxBbkjhYjuN6/ZsW15K/iAUGO14I1ylJ5vSvXhkIV+iAIyF8VwNPix7oJG2I8L98epfy7FmFvSLyh4nofRaBSdLjmOw/DhwzF8+HDceOONcDqdOHbsGCoqKmJ+VllZGfLz83Ho0KGwvx06dAh6vR6jR49W7X3JkBFRkYkdzRTSOgzylCyXJnG5XPD5fCgtLY27HU8M75cAY27Owmk/yoXfBtStF/wwatfa4e0Nwm/ncfwNB46/4QCnBUqnmURXz+xhp14dRqTwfCprDE5mlCyewWBQsKX/lggKKaoXe3IcSiZaUXluHibc64WjzSPOJ6nf6ISnI4igF2j8wIXGD1yo+XkHckbqYSzk0FbjBXjBPG/h22UoPiczgkKOdNX00Dib/Hj/gkbRrGzKI6UYe1tWRgQFaa2OhMViwemnn674MxctWoQ33ngDbW1t4kO30+nEhg0bMHPmzIiDyRJ9X6JkzKfiN7/5Dd544w1s3rw5ZEfnz5+PiRMnhrWanmpI6zCOHz+Oe+65B+Xl5XjmmWdUCxWSixkBDZqrXTj2Vi+Ovd0rzgCgyTtNj8EXCuPbM2FBrDZKw/OnYgtdKiALAh2FY5GeUOgUgFarbEhctDbcYIBH+/7++SSdn4ZHLg15HBavrUDhBGPK9ktNIpmT0ccpEQRB0YTeI0Ja/byHSnD6PdkZExSkPlAtWlpacMkll6Cqqgp33nkn9Ho9nn/+eXz66ad47bXXMHLkSNTU1ODGG2/Eb37zG1x99dWK36cmGRMV6d7RgUx1dTXuvvtuFBYW4oknnkBVVRWAFPphaDTo+sLXJzBsaP8ovCjWXKbFoCVCu2r5bBN0pvSMb1eLZFpG1Z4pcapAu2SSNNKpbJakBpHcT8l/x+vr4Wzyo369E4df6kXbbkFgzHi+GCOXRja2GuioYSrlahEEBRnpPvnBYpzxfzmnjKAgfP3113j00UdRU1MDnucxceJE3HPPPRg/fjwAYM+ePbj++uvxwAMP4Nprr1X8PjXJ6OyPdO7oQKW+vh4LFy7E1KlT8fjjjyM7O1ss9FTbD0MKuZBdTUEcf8cm1GF84EBQUj+rs3ComG8Wij0X97e9DVTUtIj+NjgNKiGaS6battinKnLnEgAxlRLPudSw2YkNlzQDAC7bV4W8ceGddCcjiUQNXa0BrFvSiO6vhGt90q+Kceb9p56gOFn4Vk0pHYgEAgHs2LED06ZNkzVFofO39AWVCttwnU6HgAOo2+DAN2/14sR7Nni7Qy9iTgOUTDEJUYyLrGLB2EAhlRbRcjc8OoJxql5K8T5NnyoTVlMJMQoLBoMJpdzq3ndg03dbAABXfD4IOcMH1nWoFrFEvatN6PLoOiBEbc6+vwgTf5WbEUFB6o6+7TBRcRKRSsMtGrEOI6hBy06XmCaxHQt/6s8do8fgCy0YdKEVxecaodFmrg4j3UPBIoW2T6Wn82RdMk/WCaupRO6YxptyO/6GHR98rxUAcNXhwbBWZqTmPq1IzyVPZwBvzjsmttGf9bMinPVA+gUFANEXJ1mWLVuGmpoa2b/deuutuPvuuwFkdsJ3LJioOElRyw8jFnQdRvdXPsEP461etO4Nr8MwFZM6DKGvXmdJTx3GQHB0PBWfzk0mk+rH9NsgxKKhRKTRi2ekYs+v19iwbXkbAODaE0MGfEpSbTxdAay/qBkdnwiCYuJPCzHlT6UhNSvpWNp4nodOp1NFUACCqHA4HHjwwQfD/lZSUoLS0tIBNeFbDiYqThHoCEY66jDcLUGceM+Ob97sRcMWBwKe0NNIa+ZQMdcsRDEWW2AuTc2T1EA0YDrZn87pNtxUHtNTUYhFg4i0eJ1H5YTYl//oxIc3CzUV32seGtEY61TE0x3A+oua0PGxkPI4864CnPtIQUjnTToEKxEUxK5cDZYtWwYAeOmllyK+ZqBO+Cac+jGzbwlSwy1pHYZaJz25SDX5wIjrLRj9/WwEXRzqNzlw7G0bTrxrg7sjIAxRes+Juvecgv3wZKPYrpo7Wq/K9xmoQ8HUHn6WTjiOg8lkSotIi+SJQW7Sp1K9SqKCApD3ewhSnaXmHBOgDZ4SxykW3p4gNlzaLAqK8bcXYNIf8sVzKV324akQFEq3u2nTJkydOlUUFIBQ97Rw4UK89NJL6O3tzeiEbyYqTkE4jhM7IKR1GMFgEBzHqXIhiFERHVC5xIjBF1vA8eVo3ePGN28Kfhi9R32C/fAeD9r2eLD/153IGUnqMCwoOd+UUB0GuaCjuY4OFGLZPQ+Up/NMumQqEWLJ+hhkArVno5Dj4HH01zdp9IBWO/AFa7J4e4PY8J0mtO8Tzs3Tb83HuY/myx7TaPbhdDpJ6gKqBJ7nQ8RvOjkZJnwzUZFCdu7ciZUrV+LLL7+E0WjEyJEjccstt2DWrFnia1JdcJOKuSRy0J+XP0mDyecV4vw/FqPnsF+sw2jZ4wJ4oPeoD1880YMvnuiBsVCDQYuFTpKKeWborbHDuGq2jKabeIafpfOpc6BFfTLhxqg2qUwj/f/27ju+qXr/4/graZM2aaFlFuig7CVLNsgUyiigoFxluCoIctULFbko9wpc/KEyhCuK4EJBkAtKWcreQ0EQQZFlGQUKZbW0pStpzu+PcI7pAAqcNC1+no/HfTyuSWhO0+Scd77fz/f7yc5w/iwvH4MWql2nSYpaYL1XthQH6/ue59Ie53uz7pBStJhWukCv6c22DzeZTHe8D40aKNQaLndITExkzJgx/Pjjj1y+fJnKlSszYMAABg4cWCw6fEuocJNNmzbx4osv0q5dO2bOnImiKHzxxRe88MILzJgxg+7duxMXF8fAgQOpWrUqU6dO1QpuoqKi3FJwk7svibvqMFz7kljC4YGRJWk4qhSZlxVOf5fCiWXJnN1wnewMhcwrDv5YkMofC1Lx8jFQseONOozuVqwV8749XQvdivuJMnfzM09NkxT1VvDu6rDqTu6uS8nOuhEqfP/8vLpeFHNPJ0HxqutxZbvuYP1jF7j4gzNQ1H4ukJYzSqNwd79DQQNrYmIi/v7+2jmxMAIF/Ll30bRp00hOTmbRokX85z//ISMjQ7smFOUO3xIq3GT69OmEh4cza9Ys7Y/dvHlzOnTowPz58+nevTuzZs0iOzubOXPmaPNjTZo0ISIigunTp7u94OZeG58VlPohNpSEqgOt1Hi6BI5MA+c2pnFyeTKnVqWQcSmb7EzF2e9gTRoAZZv6ENbTuatnqbpmt6xGKCr07idRUMVt1MdTr9OdcK1LcdcJ3nGjMNpozv8zervppKLwOhWEPc3BhscvkLDT+TrWeiaQ1h+UuetAkdvN2t0nJSXRrl07goKCaNu2La1bt6Zly5aULl3arYFi5syZeHt74+/vr93WoUMHnnjiCd5//30+++wzoGh3+JZQ4QaKovDiiy9SunTpHLurWSwWKleuzIULF4pcwU3uxmfu2g9DGxUxQsUIE6E9gmhPRS79lMnJZdc4uTKFpCPOD8flvZlc3pvJz+MTKVnVRHjvEgR386V8Kx+M3sW7L8ntFMbwvxoo3LFRWGEpatMkrvP27vzGqK628irgSsai9joVhBooLmxzvo41BwXQZlZZFNzzhcI1aPn7+/P555+zZcsWtm/fzjfffIPJZKJp06Z06NCBdu3aUaVKFd0DRmBgYJ7bDAYDDz/8MAcOHNBuK8odviVUuIHBYKBHjx55brfZbJw+fZo6deoU6YKb3HUYrkPLek+TqIk7sLGBpk3L0OLt8iT/YePUylROLL9Gwq50FAckn7BxcMZVDs4AcykjoV2thPW0EtzZet8vp3PH8L+6S+b9MI2k8vQ0SWEWuqqhwuhz559DT79OBWHPcLDxiQTOb3UGihr9A3hoTjm3BYr8NG7cWGsdkZCQwPbt29m6dSvTpk3j7bffJjQ0lA4dOjBixIgcIwv3Qv3b5O5uqgZUPz+/It/hW0JFIZo5cyZJSUkMGDCgWBTcQM6AAe6vw7Db7fiEQt2XS9BgZCkyrzg4/X0qJ5cnc2ZdKvY0haxEB7GLUoldlIrRDBXb3+hLEmnFr9L9/ZbWY/i/sHce9YTCniYp7JUzf45U3Ntn72avkyeLPe0ZDjY9mUD8pnQAqv2tJG0/KdxAAc7Xxmg04uvrS3h4OOHh4Tz11FOkp6eze/dutm7dys8//0x8fLwuF/K4uDh69OjBU089xT//+U/t9uzsbDZs2EBgYCDVq1cv9Fbmd+r+PgMXIYsWLeLjjz+mb9++REREsHfvXqBoF9zkp7DqMNQhWlMpB1WetFB9oD9KloH4zWmcXJ7CyZXJpCdk48iCc+vTObc+nR9GQJnGZsJ6+hHWw0qp+oW/5KuwFWRYW21OB+7ZJbM4cOfwvyeW4jp0ChW53arYU907xHU5pt6yMxU2D7zIufXOQFH1sZK0/6w8iqHwA4VaG5P7HGKxWOjQoQMdOnTQ9TnDwsLo0qULX375Jd7e3rRu3Zq0tDQWLlzIsWPHeOuttzCZTAwfPpw1a9YwbNiwHB2+09PTiY6O1vWY7oaEikLwwQcfMHPmTHr16sXEiRMBtMrwolxwczvuqsNwbWClfoNyOBxggKCHTVSKKEe7jypwaV8mJ5clc3JlComHnCfzK/uzuLI/i/0TE/EP8yY00lnoWeEhX4ym+ztg3G4zKUVRtE2t/kqBIjc9h//V17ewV85oqz90DhWuCnu0JztLYfNTCVqhdpVHS9Dhi/IoRs8ECovFUuhfSt59913q1q3LkiVLmDt3LiaTibp16/LRRx/RqVMnAIKCgli4cCFTpkwhOjpa6/A9b948qlevXqjHmx8JFW42btw4Fi1axODBgxk1apT2JlWHrYpywc2dyK8O424Cxu2G5rUTHXYCGhho0rg0zd8qR8pJu9a+/fz2NBQHpMbZOfxRMoc/SsYcYCQkwkJopB8hEVbMAfd3HUbu5aq+vr7AnysTisK8eVGQ34VTGyW7zYXTU4EC/tyn4marP9zynG4c7XHYFLY8k+DcgRcI71WCDvOCPBYo8huhKAxms5khQ4YwZMiQWz6uWrVqzJ49u5CO6s5IqHCj6dOn87///Y+xY8fy9NNP57ivQoUKRb7g5m7dzYZbd9MUzPWCYK4EdYaX4IGXA7ElKcStTuXE8mTOrE3FlqqQdc3BiSXXObHkOkYTVGhr0UYx/EPv349BfkPzRXlXT09TX4PbbU4GeHRvD62mwtczo296jvY4bApbnr1I3ApnoAjr4U/Hr8qDl+cChdqzR9y5+/ds6mEbNmxg9uzZjBo1Kk+gUBX1ghs95N5wK786jIMHD/Kf//yHadOmUaVKlbte0qZdFK1QuZ+Fqk/6o9gMnN+Wrk2TpMXbcdggflM68ZvS2f3qFUo3MBPW00poDz/KNLp/6jButkvmraZJ1PuL2vJCT7jVXg+u00lGo7HQR3schTD9UVD3MtrjsCtsG3yR08uuAxDWzZ9OC4PAu3Dfd2qgUEdKxd2TLqVuYLfb6datG4qiMH369HwvUrVq1SIxMZHevXsTEhKSo+DmwIEDLFmypEjMj7mToiisWrWKN954gwYNGjBjxgysVqtb27df/cXGiWXXOLUyhSsH8xbVWYO9nI3PIq1UaGfBqxCHl/V0t0Pzf/XW5Lfj2nNG3WHREx1WV3U8x6U9mVR53I8OXwa5/fnuVu6Ova7vKVuWna1RCZxYnApAaBc/Oi+pCCbPjFD4+PhoX37E3ZNQ4QZnz57l4YcfvuVjNm7cSEhICLGxsUyZMoU9e/ZoBTfR0dHUr1+/kI7Wc2JiYhgzZgw9e/Zk0qRJeHl5uWXDLVeuJ7nU03ZOrUrl5PJrxG9NQ8l1LTCVMBAcYSWsh5WQrlZ8ShWPE4564bvXXTL/aq3Jb+dmm4Xld+F0fZ3ccYpd3uosVw9mUW2AP+0+Ka/7z3cXLbBiZHNUPEfnJwEQ3MmPiG8rgrnwg6uiKPj6+uoeKH766SeeeuopmjVrlqOVubv7PXmahArhMcuWLePKlStERUXlCA/ubHyWm3qSsyXDmTXO/TBOr0nFlpzz5GbwgqA2vs7lqpFWSoSbbvITPctdu2SqdTKuAeOvNE1yJ69rYYz2LG1yhmtHbNSMKkGbmcWnoBtAcSjsePESf3zlHKEI7uBH5KrKeFsNhf6eclegyMrKonfv3pw8eZLmzZtroSIuLo4+ffpQtWpVhg8frvV72rFjh1v6PXmChApR5LnuteDOgKF+MyfbyIXt6ZxYlsyplcmknsl7ESlVz+ws9OxppWxjHwxGz0+TuC7FdedIwq2GtO/HaZJ7CWr5jfboceH85oE4Uk7aqfNiSVpOLXtXP8MTFIfCzpcuc/zLFAAqtrXSdVkljBal0N9T7goUADNmzGDx4sVUrFgRq9WqhYoxY8awZs0aNm3apLVnyMrKIiIigvDwcLf3eyoMUqgpijyj0ZhjPwy1KEwtlAP927eXfciLoPZlafPf8iT+auPk8mROrkjm8n5nHUbioSwSD2VxcHIS1opehPa4sR9Ge1+8fQu/0Kswd8ksDk299HKv25m7a0tsbfVHMar5URwKu/7xZ6Co0NpKREwlDL4OFIUc76lbrVBynR69F+4KFMeOHePTTz9lwoQJLFu2TLu9qPV7chcJFaJYMRgM2jdHdzY+c23f7l/bQKN6pWjy77JcP5fN6Rv7YZzbch2HDdLOZ3P0sxSOfpaCt5+B4C436jC6WfEt4/46DNd28J4YJSiOzaoKQu+RHz3D2L30/vAERVH4MfoKxz53Boqglha6Lq+I0ZL/+/V2G7nd6yiG+rfVm8Ph4M0336Rx48Y89thjOUJFUe73pCcJFaLYupv9MO6G68XAuyzUHOxPnaEB2FPhzNrrnFx+jdOrU8lKcmC/rnB62XVOL7uOwQjlW/sSdmM/jJLV9K3DcN3bIyMjo0hcsItDs6qCKIyppHsJY57ep+JOKIrC7teucOSTZADKN7PQbUUljNaCvV/1DGOKouDj45OnYZdevv76aw4dOsTy5cvz3Fdc+j3dKwkV4r6Qez8Md9ZhaCcvM4Q+4kN434rgMJKw01mHcXJFMqmn7SgOSNiRQcKODH56/SqBdUyE9vAjrKeVck3vrQ5DDRRAkQkUud3uYlBUA4YnRn7uNIw5isn0h6Io7PnnFQ5/5AwU5Zr40v27YIx+d/+6FiSMpaamkpCQQHBwsPa5VxQFs9nstkBx4cIFpk2bxgsvvEDVqlXz3K8u7S5u/Z7ulIQK4VaeWlZ1szoM14uE3nUYZVp5Uf6hsrR+rzxJv9u1OoxLe50niqTDNpIOJ/HrtCQs5Z11GKGRVip1tOBtKXgdhrpLpqIoxeokdLOLQVGqw/D0VBIUIIxlO3DcWClcFDa/uhlFUdg79iq/f+gMFGUb+9L9u5B7ChS53SyMLVu2jEmTJhESEkK7du1o3bo1rVq10i7e7jBhwgTKly/P0KFD873/fuj3VBASKoTbZGVl8e9//zvPt+i4uDgGDhxI1apVmTp1qrasKioqyi3Lqm5Vh+FwODAYDLrXYVirQ4PRATz4RhnSzmdzepVzuerZTddxZCmkX8zm2BcpHPsiBW+rgUoPWwjr4UdINyuW8jef673ZLpnFze3mzN29z0N+ikKgyE/uMKZk/fle9fU34+PjU+RqVhRFYd+bV/ntv9cAKNPAlx7fh+BVwn2vq2sYe/TRRwkODmb79u1s2bKFhQsXYrFYaNWqldZhNChIv03D1q5dy+bNm5kzZ06O/WHUv9v169cpU6YMcP/0e7oZWVIq3KaoL6vyxH4Y2Wlwdv11TixP5vR3KWRezXWSNUD5lj7arp4BNc05foanGlgVJk/s6qk2kCqqU0muMpOyWRh8GoD2nwZR59nSRWppr6Io/PyfRA5OTgKg9AM+RK4NwTuw8F9XRVEwmUycPn2azZs3s3XrVvbv3092dja1a9fmkUce4bnnnrvnz/yYMWOIiYm55WNeeuklFixYQKNGjfI0Axs/fjzffPMNu3fvLvbtGWSkQrhFcVhWlbsOI/cIhvoYPWjfNr0hONKHsN4VMCiVSPghQ5smSY61gQIXf8jk4g+Z7P3XVQJqmgjtYaXKIyUJaWvBbrff0y6ZxUFhT5MUp0ABaPUUAHgr2ohVUVna+8ukPwNFqbo+RK7xbKAwm83UqFGDGjVq8MILL3Dt2jV27NjB5s2b2blzJ88+++w9f86HDRvG448/nuf2t956C4B//etfVKpUicuXL9/3/Z4kVAjdFddlVbkbn+Wuw9ArYLiGltLNjZRrVYaWk8tx7aiNk8udy1Uv7nHWSlw7ZuPasWv8NuMavuW8CO3mbN9eqZMFk9/93/joZtMkubuG3s3Qf3Eods1PtssglWtNRX5hzLX+pjCW9v7yTiK/TEoCILC22TlCUcozr6u6XX1uAQEBREZGEhkZqdtzhYeHEx4enuf2EiVKAGjns+HDh7NmzRqGDRuWo99Teno60dHRuh2PJ0moELq7H5ZVeaIOw1IF6r8aQKPRpcm85HD2JVmRzNkN18nOUMi4lM3x+akcn5+Kl6+BSh0thPV07odhrXD/f5Rv1TX0TperugaKzMzMYhMoALIz/vzdjDdZ/ZF7tM21a6i7lvYenJLI/omJAATWNNNzbSim0p4ZofD29tb+vkVJUFAQCxcuZMqUKURHR2v9nubNm3ffNJC8/89EolDdj8uqCms/DPjz26YhAGpHBVB3cCls1x2c3XCdk8uTObUqhYzL2WRnKJxZncaZ1WlggHLNfAjrYSWspx8BtU33Tfv2W8n9zVztTXK7of/iHCgAsl3qcwuyT4XrawHumVL69b0k9o13BoqA6mZ6rgvFVNZzgSK/84snuK54U1WrVi1PTcX9REKF0NX9vqyqsOowcqxEMDqo1M1MaGQQ7anIxd1qHUYK145lgQKX9mRyaU8m+8YnUqKqt7PQs6eV8i19MXrf/wHD4XBo759bbSTlcDiK5XJcV46sPy/Wd7Ok9FYrb9T772Sa5Lf3k9j7b+eKhpJVTfRcH4qpnGcDxV8hVBdVEiqEbv6Ky6py12HYbLZ72nDrZrtkuoaWUk2MlG1ehpbvlOfacRunlqdwckUyF35IBwVSTtg5NPMah2Zew6eMkZCuVsIirQR3tmLy/+vWYZhMzhEc9Zu50WgsUktHCyo7895Chat7nVI69OE1fnrd+VkuEW6i5/owzOU9EyhclyQLz5FQIXSzefNmFEXhhRdeyPf+Bx98kJdeeolSpUpx9OjRPPcfPXoUk8lEzZo13X2obmEwGHJsuHWnfUkKWjjoeiHwDYN6I0rS4NVSZF5RiPs+lRPLkjmzPpXsdIXMKw5iF6YSuzAVoxkqdrA427f3sGKteP9//NXXSh2hUL99e3qFxL1wDRU3q6m4659dwGkSh8PB77OT2DPaWf/kH2ai1/pQfCp4LlCoYVx4luxTIXRz6tQpbbTBVe5lVXPmzCEmJoaNGzfmWFbVuXNnGjVqxKxZswr1uN3NNWCoQ/GQM2CkpqZSurRzv4F7GZZXawscmQbObfqzDiM9Ie8Fs2wTH2f79kg/StW7f+sw1BUQuTcMc1dbcnc7syaNDY9dAKDvLyEE1HB//UDudveH5iSy9cV4APxDTfTaEIpviNsPIw+9A8WmTZv49NNPOX78ODabjdq1axMVFUVERIT2GHfvBlzcSagQbvfUU08BfxYtJSQk0Lt3b0JCQnIsqzpw4ABLliy5b6qgbyZ3HcaOHTsYPXo0//d//0enTp10ex5tWaHByKW9mZxYlsyplckk/p534yz/cG/CelgJjfSjQhtfjKb7I2DcLFDklvui6bqRlBoGi4rTK66zqX8CAP2OhOEfWrgjTkfnJrPrJeeXB79gbx7dUoWSVXP2cikMegeK5cuXM3r0aHr37s2jjz5KVlYWn332GT/99BPTp0+nR48exMXF0adPH6pWrcrw4cO13YB37Njhlt2A74aiKB79giChQrjdoEGDAPjqq6+022JjY5kyZQp79uzRllVFR0dTv359Tx2mR8TExDB27Fjat2/PW2+9pW3EpDfXi2ZyrI1TK53bhl/YmYaSa6rcHGgkJMJKWE8rwV2smEsWzzqMe9mB1BO7ehbUiSWpbH32IgBPngjDElR4oeLYl8nsHO4MFNaK3vTaEIZ/1cIf8VEUBaPRqOvnpVOnTlSsWJEFCxZot6WmptK+fXvq1avHvHnzisxuwPnJyMjA19c3z+0OhwOjsfA+wxIqhFvZ7Xa3dQUs7jZt2sSLL77I448/zoQJE5zbeN9hHcbdUi8CWYkKcatv1GGsS8V+PefpwGiCCu0shEU6RzH8Q4rH31LPLc3zmybxZB3G8a9S2DH0EgADzlXGJ/DmvWL09MeCFLYPvQQKWIK86bUhFL+qOd+btxrx0SuQuSNQZGZm8s0331CjRo080xj9+vUjMTGR9evX06xZM5o3b55ninbSpEnMnz+f3bt3F8puwLnt3buXKVOm4O/vT3BwMI0bNyYsLIwmTZoU+rEUjzOEKJYcDgf/+te/OH78OFOnTqVKlSp5HmO327Vvg381oaGhvPXWWzz++OPa7++6H4Y7A4Z2QfSD8L9ZqNbfH8VmIH5LurMOY2UKaeftOGwQvzGd+I3p/Bh9hdINzc5Cz0grpRsUzUp7vXuk6L0E817pufqjoGIXuQSK8l70Wh+GX95taG7bYfVeA5k7AgU4l3APHDgwz+02m43z589Tp06dIrsbcHZ2NkeOHKFcuXJcu3aNNWvWsHjxYgA6dOjAk08+SYMGDXK0RXAnCRXCbYxGI02aNGHZsmUcPnyYKlWqkJ2djZeXlzbv91cexVD7EeSnMDfccv2ZFTqZCO5SnnYfVuDy/kxOLkvm5MoUrv7qrEe4eiCLqwey+OX/EvEL9XaOYPSwUqGtBS+dVyLcDXWfAtclzXrSc1fPu+Uo5FBxYkkq24c4A4VvWS96rQvDr1rB/u3NVpPk3j+kIIFMPWe4a4ow93HHxcXx3nvvkZmZySuvvFJkdwP28vJi0KBB2jTzmTNnOHXqFB999BE7d+5k3759dO7cmaFDh+a7lbjeiudkqSg2unTpgsViYdu2bTnm9lavXk3fvn2ZOnUqaWlpt/wZ6skmKyuL7777jieffJLNmze7/diLCvXbsY+PDxaLBavVmmPPBT2/HavfyDOzMin5gIEHx5Xmb/urMvCPGjw0owKVOlgx3Bhtv37GzuHZyazrfYGvK59iyzMJnFicSmaSZ5ZmujtQ5EcdDUlPTycjI0MLzb6+vlgsFsxms7aPiW7PeSNUGE1gMLr34npyaSrbnr+I4gDfMjcCRY27e071vZWRkUF6err2NzKZTFgsFnx9fTGZTPnO/6uBwmKxuD1QLF26lLp169KtWzfOnDnD3LlzqV+/fpHeDdh1VVlwcDBt27Zl5syZvPPOO9SsWZOYmBhef/11fvvtN7cfy1/3a6JwO0VRCAwMpG3btuzevVtbLhkTE8OECRMoUaIE1apVu+UOmmoQOXv2LNOnT+e7776jQ4cO2jeDwi5CKgpy74dht9u1b8Z6TpO4fis3V4Taw0pQ7++B2JIhbnUqJ5clE7c2FVuKA1uywslvrnPym+sYvKHCQ2odhpUSlU33fCy3o/ZpKcxAkZs7m5+5yr6xo6bRzaMUp5Y5C0KVbPAp5UXPtWH419LnOW81TXL27FmGDh3KAw88QLt27WjRogUBAQGFMkIBzoLNpUuXcunSJVasWEH//v2ZMGGCNqpYFHcDVnsRqdNDDoeDMmXKEBkZSYsWLXj77bf57rvvGDlyJNOmTaNBgwZuOxYJFcJt1BNAs2bN2L59O6tXr+bYsWN89NFHdOjQgTFjxhAeHq59u8uP0Wjk6tWrREdHc/DgQcaOHUv//v2dezH8BQNFbrdqfOa2OgxfqPyYL1X/5gd2A+e3OeswTq5M4fpZO4odzm9J5/yWdHa/doVSD5gJ6+ncD6NMY/3rMNTfPysrS7tIeZrrRVNt6KXWFdzrNEl2hvPv6s6pj9OrrrPlmRuBItBIz7WhlKjjvudznSYpW7YskZGRbN68me+++w4vLy8efPBBOnXqRIcOHahSpYpbw0VgYCCBgYGAsyZh1KhRjB8/nrVr1wJFazfg3MtH1f+vBgyDwUDZsmWZNm0agYGBLFiwgLfffptx48ZRu3ZttxyTrP4Qbnf58mWtzbDNZqN///48++yzlCtX7qZrqtXAkJCQwFtvvcX69euJiopi9OjROf6Nut1yUSwY9CR312G4Uus/jEYjVw9kcWJZMidXJnPll7z7QlgreRHawxkwKra33POFsSgGitvJvVz1TosXf3rjCr/99xrWSl48cbyy7scX9/11Ng9IwGEDc4CRnmvCCGhQ+OFdURQuXbrErl272LZtG7t27SIzM5PKlSvTsWNHOnToQMuWLXV5T1+8eJGtW7fSuHHjPPvkzJ07l3feeYfFixczdOhQGjVqlKch2Pjx4/nmm2/YvXs3fn5+93w8BeF6Hvzhhx/49ddfCQwMpEmTJlSrVk17jDp6AfD6668TExND3759efXVV7W2CXqSkQrhVqmpqaxbt45r165hsVh45ZVXeO6557T7b3ZCUD8EMTExrF+/nscee4wRI0Zo/0b9QLmOcKjfzotCyEhLS+P999/n+++/JykpidDQUJ5++mmeeOIJ7TFnz55l2rRp7Nq1i7S0NGrUqMGwYcNy7N53t3I3PlMDxr30JbkZtecJgH8dA40fKEXTcWW5fsbOqVXO5arxW6+j2CEtPpujn6Zw9NMUvP0NhHRx9iUJ6WrFp/Sd1R6o9QqZmZnFZottuPfiRXX6wx0jFWfWpLF5oDNQmEoYifzec4HCYDAQGhrKgAEDGDBgAOnp6fz4449s3ryZ1atX88UXX/Dpp5/Stm3be36+rKws/vWvf9G7d2+mTJmS4779+/cDULFiRbp27UpMTAyXLl3KsRvwunXraNeuXaEFCvjz87t48WLeeecdrTatevXqvPnmmzRv3lx7jPp6jhw5koSEBNatW8ejjz5KmTJldB/xlZEKoTt1OuPcuXO89957bNy4kYoVK3L16lVGjRpFv379CrTrW2xsLM888wyKojBv3jyqVaum7Xtx8uRJ3nzzTRo1asRLL72k9cxQeXJXOYfDwbPPPsuhQ4cYNWoU1apVIyYmhqVLl/LOO+/Qp08frl27Rq9evbBYLIwcOZIyZcqwdOlSYmJieP/993UJFjfjOjTvOvTuzv0w7KlwZk0qJ5YnE7c6laxrOYf8DV4Q1MZXa99eosqt6zDUQJGVlVWsAsWtFHSPh50vX+LY5ykE1DbRd1+obs9/bn0aG59IIDtTweRvJPL7UEo1KZw9MHJTFAVfX9+bTosqisLZs2epWLGibivIRo8ezfLlyxkwYACdO3cGYN26dSxatIi+ffvy9ttvF7ndgH/88Uf+8Y9/0LVrV2rVqsXvv//Ot99+S2BgIFOnTuWhhx4C/hz5VRSF5cuXM2bMGJo0acKnn36qex2IjFQI3Xl5eXH06FGio6OJjY0lOjqaxx9/nEGDBrFp0yb69et325+RmZnJ2rVruXz5MsOGDdOG89QTyJkzZ/jll18oVaoUS5Ys4cSJE8TFxdGxY0d69OiR77KvwqrB+P7779m9ezczZsyge/fuADRv3pz4+Hj2799Pnz59mDdvHhcvXmTlypVaAVjTpk2JjY1l6tSpbg0VHqnDMEPoo76EP+YH2UYu7Ex3LlddkUxqnB0lGy5sy+DCtgz2jLlKYB2Tth9G2SY+OVY53I+BAgq+x4NyY1ZJzyW88ZvS2PikM1B4+xnpsaroBgpAG8XQ06RJk6hduzYxMTF8++23mM1mQkNDGTVqFM8++ywAQUFBLFy4kClTphAdHa3tBjxv3jyPtBeIjY2lRYsWjBgxQtuHoly5csyePZsRI0YwefJkOnXqhNFo1L7s9erVizVr1rB7924SEhJ0X2YqoULoym63M3fuXP773//i7+/Pe++9R48ePXA4HDRs2JD169dz5cqVm87lqSMMcXFxbN26lZCQkDxpOzMzkyNHjmCz2Th69CinT5+mXbt2Wjr//PPPmT59ep4KZ9dA4c6AsWzZMipUqEC3bt1y3P7ll19q/3/9+vXUqlUrxz4VBoOByMhIJk2axNGjR6lVq5Zbjs+Vp/bDKNvai6C2ZWkzI4jE37KchZ4rUri0z7kkL+mwjaTDSRyckoQl6EYdRk8/wiMCtCkPT2+X7W43myZR7M73rcniDBz3upokfks6G/olkJ2h4G01ELkqlNLNim6gcBdvb2+ioqKIioq65eOqVauWp6aisKjnx+vXr2v/XblyZUqXLq2N4o4YMQJfX19mzJjBq6++yttvv023bt20IG42m3n++efZsmUL27dvl1Ahijb1otSiRQuioqJo06YNNpsNk8lE+/btiYmJYdu2bfTp0yfff69ewP744w+OHj1Kr169tAuveuK8evUqP//8MwBt27blX//6F3a7nYyMDBo3bszEiRP573//y2effab93G+//Zbw8HBt21o1ULij0PPAgQM89NBDN/2ZdrudEydO5AkdgPa7Hj58uFBChavcdRi5G5+pj9GD67dyv5oGGo4pxYNjy5IWn83pVSmcWJbMuc3XcdggPSGbY3NTODY3BW9rAsGdnRtuhXa34lvWMxe/wua6XDUrzTmSYfQxaKtJXAs97yRgXNiezsZ+F5yBwmKgx4owSjf33GvqqUBRHKhfhH766Sc+/PBD4uLiAHjggQcAZyhSz7XDhg3DbDYzefJkRo0aRXZ2NpGRkdpS9MqVKxMQEMDp06d1P04JFUJXZrOZF198Mcdt6sYw9erVw2QysWvXLvr06XPTuge73c65c+fIzMykVq1aBAQEAGgnm7Nnz/Lbb79Rr149BgwYADhDgr+/P82bN6ds2bIkJydz/fp1/Pz8OHHiBOPGjcNkMrF7927WrVuHn58fbdu2zTMf63A4tDXfrlJTU9mwYQONGzemcuXKNz325ORkkpOTqVChAgsWLGDevHmcO3eO8uXLM2jQIJ555hmSk5Ox2Wy33Jkvv2Vrhc01YORXh+GOgOFVBmpE+VN7SADZ1+HMOmf79tPfp5CZ6MCepnB6xXVOr7iOwQjlW/reaN9uLZQW4EVBduaN19+kkJ6efte7el7Ymc76xy5gT1Pw8jXQfXkoZVp57oLujo3C7idGo5G9e/cyZMgQSpQo4dykLjOTH3/8kVWrVhEZGant1WIymYiKisLHx4eJEyfy6quvYrfbeeSRR3A4HJQvX57mzZtz8uRJ7fF6kVAhdKXO++ZXPBUaGsqjjz7Kd999R2xsrFYnkZvD4eDEiRNYLBYqVqyo3WY0GrHb7fz+++9cvnyZXr16Ubmyc0mdeoG7evUqdrud8uXLk5qaip+fH/v27cPX15eAgADGjRvHyZMniYuLIyMjg6FDhxIVFaV9qG42RWKxWFiyZAlffPEFX3zxhbaOPTe1Anvt2rWEhobyxhtvYDabWbVqFe+++y6XL1/WWsEXxZ35buZWdRg3C2J3Sxv2N0FILx+qPR5Ctk0hYVeac7nqihRSTtpQHJCwK4OEXRnsHXuVgFomrfFZuWY+GL3uz2XGufepuNk0ya16bST8mMH6vhewX1fw8jHQPSaUsm08czlQFAUfH5+/9Jb9t6Keh9LT05kzZw7du3fn+eefJyMjg7Vr1zJ//nw+/vhjvL29iYiIyBEs1H4mEydO1M636jlNURQCAgJ0DRQgoULo7Hb9PCZOnMj48eNv+o3E4XBgNpuJi4vDbDZroUId0r127Rr79+/HarVSv359vLy8tA9ddnY2x48fJykpidq1a1O2bFkAfvrpJ1JTUwkJCaFPnz6UK1eOpKQkxo8fz4cffkiTJk0IDg5my5YtpKam0rVrV8LCwnIEDC8vL1566SWee+45jh49SosWLfI9fvX3stlszJkzR2tF3KpVKy5evMiXX37J4MGDtcfk5umd+QqiMOsw1OBly86kdAsvyrUuS6up5bl2xO6sw1iezMWfnAHs2lEbvx69xq/vXcO3nBeh3Z3t2yt1tOBtvX82SXOoS0p989/f5XbNz+J3pbL+0fPYUxWMZgNdvw2hXDvPBQqz2axboNi1axczZ87k999/x8fHh+rVqzN06FDat2+vPebIkSO899577Nu3D7vdTv369XnllVfydCctCtRz27lz5yhRogSlS5emQ4cOWlFouXLl8PPzY86cOXzwwQdkZ2fTtWtXTCaTVmMxcOBAunfvTunSpXNM90ZHR1O1aj5d4e7R/fNJE0We+q3pVkOc6oX8ypUrpKamEhYWluP2c+fOcfDgQcLDw7WaA9fA8fPPP+Pv70+tWrXw8vIiISGBgwcP4ufnxz//+U+aN29OlSpVaNy4Ma1atSIrK4uPP/6YkSNHsnHjRlasWEFkZCRjx47N0xwoJCQEX19fli9fftPjDwwMxMvLi3r16mmBQtWmTRvsdjtHjx7FbDYXqZ357lbuviS+vr54e3vfc18StXEUOEdt1J9lt9vJysrCWk2hwWuB9P2hCs+cq0mHOZWo3MNf+/aecSmb4/NS2Pi3BBaGnWbD3y5w7Mtk0hOKxwZZt6L2/rjd6g/19crMzCQ9PZ2srCwS9qSxpuc5bCkKRpOBbt+EUvFhn1v+HHdRA4Ve35Q3bdrEc889h7+/PzNnzmTKlCn4+PjwwgsvsHr1agDi4uIYOHAgiYmJTJ06ldmzZ+Pv709UVBQHDhzQ5Tj0ZDQauXTpEg8//DARERHExcXlKKwMCgqiX79+/P3vf+f8+fPMnDmT7777DpvNhre3t7aSSJ1Wde0I7Y5AATJSIQpR7s2qbiY5OZmKFStqQ3iu0xCxsbEkJCTw0EMPERISAvwZOM6fP8/BgwepXr269oH55ZdfOHXqFG3btqVRo0bac6Snp2vfjk6cOMHixYtRFIWkpCQmTJhATEwMHTt21NarZ2dnExwcTJ06dTh16hQZGRl5QgM4py+qV6+eb2BQh599fHyoUaMGR48ezfMY9bZ69erd9nUqinLXYdhstjvecMtgMGj7jmRmZuYbTFzrMIyBUP0ZP2pFlcSRDmc3pHFi2TVOfZdK5pVsstMVznyXxpnv0sAA5Zr7EBbpXK4aUMvk8Y3S7pTWUOwON79K2JvG2p7nyUp2YPSGrotDCO9Z4q529bxXegcKgOnTpxMeHs6sWbO0n9u8eXM6dOjA/Pnz6d69O7NmzSI7O5s5c+ZoSzCbNGlCREQE06dP54svvtDtePTi4+NDly5d2LlzJ7/++ivbt2+natWq2u9YpkwZ+vbti8lk4sMPP2T27NlkZmbyyCOPaJ+jwnyPy0iFKFIcDgclS5akbNmyXL58mT/++EMLDUlJSWzdupXs7GwaNmyoNWpSPzDHjx8nPj6eBg0aEBwcDDinPsC5h7/rlEJiYiKHDh2idOnSjB49mtKlS1OmTBmqVavG3/72NxwOh7bCBNA2JLLb7Rw+fJjk5OSb/g49evTg119/5fjx4zlu37p1KxaLhdq1a9OtWzeOHTvGkSNHcvzuK1eupHbt2lSpUuUeX0nPUxufqZ1VfXx8cszn5hcWChIo8qN2C7V7ZVGpu5n2n1bg2fia9NlWhYbRZShZ/cbFS4FLuzPZ9+ZVYpqcZWmjs+x5/QoXdqbjyC4e+wBqIxV3ECqu/JLJ2l7nyUpyYPCCLl+HULGrmfT0dK1jqPraWywWrcbBHRcjdwQKRVF48cUXmTBhQo6fa7FYqFy5MhcuXEBRFDZs2EDr1q21QAHOKbaIiAh27959y891YXF9zyuKQsmSJZk0aRLdunXDbrezcOFC9u3bl+PflC5dmkceeYQRI0YQHx/P+++/r416FjYJFaJIUS86tWrVIiMjQxu+UxQFk8lEcHAw9erV04qO1G/AKSkp7N+/H5PJRL169bBYLKSkpPDzzz/j7e1N06ZNczzPmTNnOHz4MPXr19f2s8jMdO4qdOLECQDtxKMeQ2JiotZ2PL9RCtWgQYMICwtj8ODBrF69mh9++IHXX3+d3bt3M3jwYKxWK4MGDaJy5cq8/PLLrF27lt27d/Pqq68SGxvLmDFjdHktixK1DkNtCZ7fNMnx48cZPHgw586d06Y87oa29NKeSammRpq/XYb+h6vR//fqtHy7PEEtLXDjWpn8h41D719jdcR5FlU5zfYXLnJq+XVsqUV3DwzHHYaKqwdvBIrEG4FiQQjBkT7a65t7muROWpLfKfVzrHdxoMFgoEePHrRs2TLH7TabjdOnTxMWFkZ8fDwpKSk59oZR1ahRA4fDwbFjx3Q9rjulNqCz2+0kJydr57cSJUowduxYnnzySeLj4xkzZgw//PBDjn8bGBhIZGQko0ePZvz48doXq8Im0x+iSOrcuTNTpkxh7969NGzYEIPBgJ+fH6+99hpAnuH0c+fOsXPnTsLDw7WThjpa8MADD2irRABttCEpKYmGDRtSoUIF4M+VF5s2bQLQCrfU51Ar6v39/Tl79ix169bN99j9/f356quvmDp1KhMmTCA1NZUqVarw1ltvabuJWq1W5s+fz+TJk3nzzTdJT0+nbt26zJkzh1atWun3QhZB+e2HceDAAYYOHUpwcLCuRarqBRPAEm6gfnQgjV4rQ8YlB6e/S+Hk8mTObLhOdrpC5hUHfyxI5Y8FqXj5GKjY8Ub79u5WrBWLzqkyW91RswChIvFQFmt6nSfzqgODETrPDyakt89NA1tBd/W822kSb2/vfFc9ucvMmTNJSkpiwIABWo3UrZZy566jKkzqqrmUlBT+/e9/c/ToUaxWK0899RStWrUiKCiI119/HZPJxPz583nttdeYNGkS7dq1035GQEAATzzxhDa164l2BUXnkyLEDeoucR07dmTx4sVERUXlWOGhdsSEP0c2zGYzAQEBVK1aVVsxsnv3bmw2G+3bt88xspCUlMS+ffsICAjQgoFaQHr58mWOHDlClSpVtBEM9eJnNBo5ffo0Pj4++Pv73/J3KFeuHO++++4tHxMUFMS0adPu4hW6vxw6dIghQ4ZQvXp1Pv74YywWi9san2ntyEtCtUF+1HymJI5MA+c2XufEsmROrUoh41I22ZkKZ9ekcXaNc4lw2aY+zvbtPfwIrOvZOgx19cftaiqSDmexpkc8mZedgaLTl8GEPup7RyNA99r8TKUoCt7e3nl69LjTokWL+Pjjj+nbty8RERHs3bsXKJpLuRVFwcvLi/T0dJ588kkuXrxIyZIlOXv2LJMmTWLAgAH069eP4OBgRo8ejbe3N3PnzmX06NG88847dOjQQftZritpPPE+lVAhihz1g/CPf/yDpUuXcvToUWrXrq2dmPJTtWpVvv32W62AMjs7W6uJUHfRVMXHx/Prr79Ss2ZNbRpFDRUbN24EnCs1XG8HZ3vkM2fO0Lp1a21Virh3P//8My1atGDy5Mk5wlqh9SUxQMUIMyHdg2hPRS79lHlj2/Bkko44l/he3pvJ5b2Z/Dw+kRJVvLVtw4Na+2L0LtwTt7ZPxS1WfyQdzWJNj/NkXHaAATp+VonKj91ZoMjtZstVXTfdysjIIC4ujpCQkBz1M4U9QvHBBx8wc+ZMevXqxcSJEwG0QFNUlnKrowiuowlvvvkmfn5+/Pe//6VmzZr88MMPzJ07l7lz55KVlUX//v0JDQ1l9OjRmM1mPvvsM0aOHMnEiRPp2bNnoR37rUioEEVW7dq1eeONN7T/vtXFRF1/7evrq6X+Tz/9lJ9//pn69etrj1MUhUOHDnH58mV69+6tTX2oJ8Dvv/8eIEfyV0dJ1G86hb199v3u2Wef1Ro2ucq9H4Y7A4brHhuBjQ00bVqaFpPKkRJr58TyZE6tSObCrnQUB6SctPP7h8n8/mEy5lJGQrtaCY20EtLFiqmEe8vUFEVxKdTM/zHXjjsDRfpFZ2Dq+Gklwp+w3FOgyO848psm2bdvH4MHD6ZcuXK0a9eOtm3b0qpVK6xWa6F9ax43bhyLFi1i8ODBjBo1SntedZm2p5dynzlzhtDQUAwGQ44vLVevXuX69ev079+f5s2b4+3tTdeuXSlTpgzvv/8+8+fPx263079/f6pUqcLIkSMxGo189NFHHivKzI+ECnFfcF2qqp5EfHx88tQnZGRkcOrUKex2O1WqVNGWrHp7e5ORkcHu3bspV66cVtjp2hdE3Z9CHcUQhacwN9xyvWCaQ6DeKyVpGF2azCsOTn+f6qzDWJeKPU0hK9FB7KJUYhelYjRDxXYWwnr6EdrDil+w/qdXh8uXbC/fvAEmOdbGmu7nSb/gnLLoMKcSVfrrGyjyo476PPjgg8ydO5etW7eydetWvv32W3x8fGjdujUdO3akQ4cOBAUFue04pk+fzv/+9z/Gjh3L008/neO+ChUqUKpUqZsu5TaZTNSsWdNtxwbOc8jChQv53//+h8Ph0M5bL774IqGhoZw+fZomTZpofTzMZjMtW7bEy8uL999/n4ULF2K32xk4cCDVqlXjH//4B23atMlTiO5JEirEX4rFYuH1119n0KBB+Pn5Ac7CTbPZrBVotmnTRptCUT/0v/zyCz///DONGjXKM50iClfuQs+73Q+joLRpEn+o2t9KjUElULIMnNucxsllyZxalUzahWwcWXBuQzrnNqTzwwgo09is7YdRqr5Zl2NSV34AGHPNJqSctLG6ezxp552Bov1HFak6yP2BwpXBYKBRo0Y0bNiQkSNHEh8fz5YtW9i0aRPjx4/H4XDwwAMP8PDDD/P888/rWmOxYcMGZs+ezahRo/IEClXXrl2JiYnh0qVL2qhEWloa69ato127dto5wV2OHTtGfHy8s8/Njffv4cOHOXr0KLt27SIzM5Pjx48TFhaWY4+e5s2bM3LkSD744AOWLFmijVjUqVNHCxTu7Lx8Jzx/BEJ4QGhoqLZkVJ3rjY2NBaBZs2bAn5tVXbhwgf/9738YDAYiIiKK9Bbaf0W598Mwm8233Q/jbqn7YdjIpMLDJh6aVZ6nz9TksR+r8uDrZSlV788r/ZX9Wex/K5Hlrc7xTd0z/DjqMvGb03HY7v54sl1Chevqj5TTNlZ3P0/aOed7tu3MClR7xlqogUKlTj/6+PhQtWpVoqKi+Oqrr9i1axeTJ08mNDSUr7/+mkOHDun2nHa7nXfeeYeQkBBatGjBr7/+mud/WVlZDB8+HIvFwrBhw9iyZQs7d+5k+PDhpKenEx0drdvx3ExgYCBJSUlcvnxZC5k1a9Zk0qRJ2tb/X331lTaaYjQatd46TZs2ZcSIETRv3pzFixdz8uTJHD+7KAQKAIPiiXedEEWU2vXRbDZrO3p+8sknTJs2jc6dO/Paa6/lWJ4qii5312G4ch09STlp59QKZ+Oz8zvSUHKtvDQHGAmJsBAa6UdIhBVzQMEvBtfP2Vlc09nyuuNX5Qnv409qnI3V3c6TetpZ3/DQjArUfMHP44GiMFcenD17locffviWj9m4cSMhISHExsYyZcoU9uzZg6IoNGrUiOjo6By1V+6yZ88enn76aV566SVeeuklbXTB4XCwd+9e5syZw86dO+nZsydDhgzR6rdcR0337dvHsWPH6N+/v9uP925IqBDiBvWD61qNfezYMZ5++mnS09NZunTpTTuriqLN3XUYuakBw5akELfmOieWXePM2lRsqTlPtwZvqNjWQmhPK2GRfviH3npGOvmEjW/rnwGg8zdBlKrvw5pu8aScdAaKNtOCqPWiv8cChVosXdy2Pi8s58+fp0+fPtSsWZO5c+fi5eWV47yzf/9+Zs2axY4dO+jRowdDhgyhTp06QM5gobpdLyVPkJoKIW5w7XgKsHfvXl5//XUURdFaB3tiM5niyOFwsHTpUhYtWsSpU6ew2WxUq1aN/v37axuAQeF1jMxdh6EGDLfXYVghvJ+Fak/6g93AuS3OOoyTK1NIi7ej2CF+czrxm9PZ/eoVSjcwa+3byzTKW4fhWlORleJgTfc/A0Wrd4OoPbyE9vsUJgkUt6coChUrVqRnz5589dVXxMTE8Pjjj+c47zz44IO88soreHt78/3332O32xkyZIjWkTn3+aeoBQqQkQoh8khNTWXx4sV89tln+Pv7M2bMGDp27OjpwypWJk+ezGeffcbAgQPp0qUL2dnZrFy5kmXLljFq1CiGDBlCXFwcffr0oWrVqgwfPhxfX1++/PJLduzYwYIFC2jYsGGhHKvrag/XGgx3XBzVDaSMRiNX9mdxcnkyJ5Ync/XXzDyPtQZ7OQs9e1ip0M6Cl4+BK79ksqLNOe1+tYai5aTy1BtZUgJFMbB9+3aGDBlCcHAw06ZN0xodun6h+e2335gzZw4bNmygU6dOPPvss1qtV1EnoUKIXA4fPszf//53mjZtyiuvvKJ1QxUF17RpU6pXr86iRYu02xRFoUuXLvj5+bF8+XLGjBnDmjVr2LRpk1Y0m5WVRUREBOHh4R7pGOmpOozUODunVqRwckUy8dvSUHJ1aDeVMBDcxUpgLRO/vJ2U477m/ylP/dc8FygMBgMWi0UCxR2YOXMmH374IZGRkfz973/Xuiq7BovDhw/zySef8P3332s1GMWBTH8IkUudOnXYtGkTWVlZmM1mmfK4C2azGavVmuM2g8GAv7+/Nhpwq46R8+fPJzk5mZIlSxbqcXtqPwxTENQeVoJ6fw/Elgxn1qZyclkyp9ekYkt2YEtROLX0ep6f0WxcOQkUxYgaGv72t7/xxx9/sHr1asqWLcugQYMIDQ3VWhF4eXlRp04dnn/+eWrXrs0LL7zg6UMvsKKxBkWIIkhdaionzDv33HPP8cMPP/DNN9+Qnp5OWloaX3/9NUeOHOGZZ54pFh0j1ZEEtR24xWLBZDLl6KyqJ3W5quKbRVgfXx5eUImoi7XovS6c+n8vnaeIs96Lpaj/T88GCr2nPI4cOUK3bt2oVauWtsQ79/0vvPACTZo0oWHDhgwaNIg9e/bo9vx6udl7Qx2FCAoK4vnnn6dZs2Z89dVXfPTRR/z666+As05C3Uq8Xr16WqBQdy8t6mSkQgihuyFDhmC1Whk/fjxjx44FnBuPvfvuuzzyyCMcPHgQKLodI/NjNBq1oOk6yuB6Uddz23C1H0W5tt5U6FCONv8N4vKBDLYOOY9fiDetZ5TzyIXGNVDouTfCggULeOeddwgICMj3/ri4OAYOHEjVqlWZOnWqVoMTFRVVqDU4t+M6spmWlobVas13Y6oGDRowbNgw5s2bx9KlSzl9+jRPPvkkvXr10hqc5W6kWBwUj6MUQhQrW7du5d1336V79+488sgj2Gw2li1bxptvvkmpUqW0qZGi2DGyIAwGAyaTKUc7cNdpEoPB4Ja+JGUb+tJv75+rkMxmc45W5O4ukVOf18fHR9dAsWfPHt59913GjRvH+fPn+eCDD/I8ZtasWWRnZzNnzhxtyqxJkyZEREQwffp0j9Tg5Ef9u3/55Zds27aNzz77LM9rpb6OrVq1oly5coSFhfHll1+yb98+tm/fTu/evalbt672exbFVR43I6FCCKGrrKwsxo4dS+PGjZkyZYp2e8eOHXnsscf4z3/+w/Tp04Gi0zHyXhRWHYa6U2hmZqb2c/PrFKoGDL2nRVwDhd4XucDAQBYtWkTdunWZOXNmvs9dFGtw8qMoCmlpacTExHDkyBF++OEHWrVqlWMEw7U7afXq1Xnttddo06YNM2bMYPXq1axYsYJKlSrRpk0bKlasiMlk4plnninUTq93S2oqhBC6OnXqFJcuXaJt27Z57mvevDlnzpyhTJkygOc7Ruotdx2Gr68v3t7e91yHYTab8fLyyhEo4M86jPT0dDIyMrQiP19fXywWi/bv9OKOQAHOrarr1q170/uLQw2OymAw4Ofnx8iRIzEYDOzYsUO7PffjVN7e3rRr147Zs2fz1Vdf8fTTT1O1alW2bdvG559/TkpKSrEIFCAjFUIInanTFvnN96sjEwaDweMdIwtD7sZnueswCjKCoQaDrKysW44+qCMjNptN2w/Dy8srxwjK3U6TKIqCr6+vx4bh1fqa4lSD06hRI1q2bMmXX35J165dadCgwW3/Tfny5SlfvrxWH5Keng4Un1E7kJEKIYTOqlevjq+vLzt37sxz3549eyhXrhwVKlSga9eu7Nq1i0uXLmn3F2bHyMKm1mGojc9c6xJc98RwZTKZtEChNrgrCDVcZGRkkJ6eroU59fl9fHy0EZTb8XSggD+nxIpDDY76dwwICKB3797Y7XZ27doFUKApKdf3gTriVJxIqBBC6MpqtTJkyBD27NnDP//5T7Zt28bWrVsZMWIER48eZfjw4RgMBo93jPQktQ5DvWhYLJYc0yR2u52JEyfyj3/8444DRW7qz8vMzCQ9PZ3MzEwURdEChq+vLyaTSRtFyc1dUx53Qm2RXtRqcNSQkJCQkGP0ST3OPn368NBDD7Fw4UKuXLlSoOJW16BXHJezy/SHEEJ3L730EkFBQSxYsIDVq1djMBioUaMG06dPp0ePHoBzrf7ChQuZMmUK0dHRWsfIefPmUb16dQ//BoUnd18Sm83GG2+8wapVq3j33Xex2+3u6UsCOaZJoqKiiIuLo127drRv356WLVtSqlSpIrGUUa2vKWo1OEajkb179zJo0CDatGlDs2bNeOaZZ7TXTFEUevTowc6dO1m8eDFDhw7VdWVQUeT5d4sQ4r7Ur1+/HM3D8lOtWjVmz55dSEdUPLz99tusWrWKyZMn07NnT2w2m9san7nWYUycOJE1a9awefNmVq5ciclkokWLFjz88MN06tSJChUq6Pa8d6pChQpFtgYnPj6eZs2acejQIXbu3MmyZcto164dXbp0oVmzZvTt25eYmBjWrFnDiy++COTcy+J+I70/hBCiCBk5ciSdOnWiV69eOW4vrL4kiqJw6dIltm3bxsaNG/npp5/Izs6mXr16PPzww/Ts2ZPKlSvr+pyuZs6cyQcffMD3339PtWrVtNvHjRtHTEwMGzdu1EYl0tLS6Ny5M40aNWLWrFluO6bbycrK4vz588yfP5/9+/dz6NAhACIjI+nSpQtGo5HXXnuNkSNH8uyzz3rsOAuDhAohhChm1IChjmDoNYqhKApms1krfgS4du2aFjC2bdtGcHAwK1euvKfnye3s2bMkJiYCsHjxYhYvXsz7779PpUqVAKhVqxaJiYn07t2bkJAQXn75ZUwmE5988gkHDhxgyZIlHp0yU3e+VOtSVq1apdUJpaenU6FCBdLS0mjVqhWTJ0/WakTuRxIqhBCimMu9oyfcecDIL1DklpWVRVZWFv7+/vd0vLmNGTOGmJiYm96/ceNGQkJCiI2NZcqUKezZs0erwYmOjqZ+/fq6Ho8esrKyOHPmDF9//TUHDx7Utqb/+OOPadeunYePzn0kVAghxH1EUZQ7rsMoSKAQBaPWS6ijF+rfYvny5bz11lt0796d//u//8PLy0vXrc6LCinUFEKI+4jaEwQKVoehLi+VQKEP9bVVA4P62j7xxBPs2bOHPXv2kJaWdtPGacXd/ReThBBCAHn3w3Ddc0LdNtzb27vYbAFdXKl7aTRs2JDLly8TFxfn4SNyHxmpEEKIv4D8Gp85HA4ZoSgEami7fv06Fovlvn7NZaRCCCHc4MiRI3Tr1o1atWoRGxub7/0vvPACTZo0oWHDhgwaNIg9e/bkedzZs2cZOXIkLVq0oH79+vTt25d169bd07GpG27dzxe3oubMmTOsWrWK0NBQQkJCPH04biOhQgghdLZgwQL69etHampqvvfHxcUxcOBAEhMTmTp1KrNnz8bf35+oqCgOHDigPe7atWsMGDCA33//nQkTJvD5559Tq1YtXnnllXsOFqLwKIpCQkICpUqVYsaMGbqvnilKZPWHEELoaM+ePQwePJg333yT8+fP57uR05gxY1izZg2bNm2idOnSgHPePSIigvDwcL744gvAuRHUhx9+yMqVK7W234qi8MQTT5CUlFSkg8WRI0d477332LdvH3a7nfr16/PKK6/QvHlzTx+aR2RmZpKdnY3VavX0obiVjFQIIYSOAgMDWbRoEY8//ni+9yuKwoYNG2jdurUWKMA57x4REcHu3btJTk4GYP369dSqVUsLFOCcuoiMjOT06dP5bltdFBR0JOavxMfH574PFCChQgghdFWzZk3q1q170/vj4+NJSUnJERRUNWrUwOFwcOzYMex2OydOnLjp4wAOHz6s34HraNasWWRnZzNnzhw6duxIq1ateP/99ylbtizTp0/39OEJN5JQIYQQhejKlSsAlCpVKs996m1XrlwhOTkZm812y8fl17XT0+5kJEbcfyRUCCFEIVL3LMhvbwh1NUZGRgaZmZkFelxRU9CRGHF/klAhhBCFSG0mZbPZ8tynBg51o6qCPK6oKehIjLg/SagQQohCpLbtzm/q4vLly9pjAgICMJvNt31cUVPQkRhxf5JQIYQQhahChQqUKlUq35UbR48exWQyUbNmTby8vKhRo8ZNHwdQr149tx/vnSquIyxCHxIqhBCikHXt2pVdu3Zx6dIl7ba0tDTWrVtHu3bt8PPzA6Bbt24cO3aMI0eOaI9zOBysXLmS2rVrU6VKlUI/9tsp6EiMuD9J7w8hhNDR2bNnSUxMBODixYsA/PHHH6SlpQFQq1Ythg8fzpo1axg2bBgvv/wyJpOJTz75hPT0dKKjo7WfNWjQIL755htefvllRo0ape2BERsby6efflr4v1wBFHQkRtyfZEdNIYTQ0ZgxY4iJibnp/Rs3biQkJITY2FimTJnCnj17UBSFRo0aER0dTf369XM8PiEhgcmTJ7Njxw7S09OpW7cuL730Eg899JC7f5W7Nm7cOGJiYti4caM2KpGWlkbnzp1p1KgRs2bN8vARCneRUCGEEEJXCQkJ9O7dm5CQkBwjMQcOHGDJkiVUr17d04co3ERChRBCCN0VdCRG3F8kVAghhBBCF7L6QwghhBC6kFAhhBBCCF1IqBBCCCGELiRUCCGEEEIXEiqEEEIIoQsJFUIIIYTQhYQKIYQQQuhCQoUQQgghdCGhQgghhBC6kFAhhBBCCF1IqBBCCCGELiRUCCGEEEIXEiqEEEIIoQsJFUIIIYTQhYQKIYQQQuhCQoUQQgghdCGhQgghhBC6kFAhhBBCCF1IqBBCCCGELiRUCCGEEEIXEiqEEEIIoQsJFUIIIYTQhYQKIYQQQuhCQoUQQgghdCGhQgghhBC6kFAhhBBCCF1IqBBCCCGELiRUCCGEEEIXEiqEEEIIoQsJFUIIIYTQhYQKIYQQQuhCQoUQQgghdCGhQgghhBC6kFAhhBBCCF1IqBBCCCGELiRUCCGEEEIXEiqEEEIIoQsJFUIIIYTQhYQKIYQQQuhCQoUQQgghdCGhQgghhBC6kFAhhBBCCF1IqBBCCCGELiRUCCGEEEIXEiqEEEIIoQsJFUIIIYTQhYQKIYQQQuhCQoUQQgghdCGhQgghhBC6kFAhhBBCCF1IqBBCCCGELiRUCCGEEEIXEiqEEEIIoQsJFUIIIYTQhYQKIYQQQuhCQoUQQgghdCGhQgghhBC6kFAhhBBCCF1IqBBCCCGELiRUCCGEEEIXEiqEEEIIoQsJFUIIIYTQhYQKIYQQQuhCQoUQQgghdCGhQgghhBC6kFAhhBBCCF1IqBBCCCGELiRUCCGEEEIXEiqEEEIIoQsJFUIIIYTQhYQKIYQQQuhCQoUQQgghdCGhQgghhBC6kFAhhBBCCF1IqBBCCCGELiRUCCGEEEIXEiqEEEIIoQsJFUIIIYTQhYQKIYQQQuhCQoUQQgghdCGhQgghhBC6kFAhhBBCCF1IqBBCCCGELiRUCCGEEEIXEiqEEEIIoQsJFUIIIYTQhYQKIYQQQuhCQoUQQgghdPH/PLkw//b27mYAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl(color=(\"#9400D3\", \"#0000FF\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`discretisedfield` automatically chooses the SI prefix (nano, micro, etc.) it is going to use to divide the axes with and show those units on the axes. Sometimes (e.g. for thin films), `discretisedfield` does not choose the SI prefix we expected. In those cases, we can explicitly pass it using `multiplier` argument. ``multiplier`` can be passed as $10^{n}$, where $n$ is a multiple of 3 (..., -6, -3, 0, 3, 6,...). For instance, if `multiplier=1e-6` is passed, all axes will be divided by $1\\,\\mu\\text{m}$ and $\\mu\\text{m}$ units will be used as axis labels." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl(multiplier=1e-6)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we want to save the plot, we pass `filename`, mesh plot is going to be shown and the plot saved in our working directory as a PDF." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl(filename=\"my-mesh-plot.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`mpl` mesh plot is based on [`matplotlib.pyplot.plot` function](https://matplotlib.org/3.2.1/api/_as_gen/matplotlib.pyplot.plot.html). Therefore, any parameter accepted by it can be passed. For instance:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl(marker=\"o\", linestyle=\"dashed\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we show how to expose the axes on which the mesh is plotted, so that we can customise them. We do that by creating the axes ourselves and then passing them to `mpl` function." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'height')" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "# Create the axes\n", "fig = plt.figure(figsize=(8, 5))\n", "ax = fig.add_subplot(111, projection=\"3d\")\n", "\n", "# Add the region to the axes\n", "mesh.mpl(ax=ax)\n", "\n", "# Customise the axes\n", "ax.set_xlabel(\"length\")\n", "ax.set_ylabel(\"width\")\n", "ax.set_zlabel(\"height\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This way, by exposing the axes and passing any allowed `matplotlib.pyplot.plot` argument, we can customise the plot any way we like (as long as it is allowed by `matplotlib`).\n", "\n", "### `k3d`\n", "\n", "Default k3d plot is:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "39fbde35f7654719911be72ad4de8459", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.k3d()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we want to change the color, we can pass `color` argument. It is a length-2 tuple of integer colours. The first number in the tuple is the colour of the region, whereas the second colour is the colour of the discretisation cell." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "6b6dde8369c5406597c8d431b63e46b8", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.k3d(color=(754321, 123456))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similar to the `mpl` plot, we can change the axes multiplier." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "fd3eb013414a437e8079ed5535d69faf", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.k3d(multiplier=1e-6)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`k3d` plot is based on [k3d.voxels](https://k3d-jupyter.org/k3d.html#k3d.factory.voxels), so any parameter accepted by it can be passed. For instance:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "0476089ceb8248ae928386bd6ce35e72", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.k3d(opacity=0.2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also expose `k3d.Plot` object and customise it." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "a627c2ea560c465584f52569d3e0b54d", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import k3d\n", "\n", "# Expose plot object\n", "plot = k3d.plot()\n", "plot.display()\n", "\n", "# Add region to the plot\n", "mesh.k3d(plot=plot)\n", "\n", "# Customise the plot\n", "plot.axes = [r\"\\text{length}\", r\"\\text{width}\", r\"\\text{height}\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This way, we can modify the plot however we want (as long as `k3d` allows it)." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.12" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { "043f2c94646049539c6a1a8f5acf7a8d": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "079e2d000a6846e1b6d32e6f54a1ce31": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "0fef8aa7cb4249b496b60aeb7e268e89": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "30cb790d831d42d985b1c3e4a5a86d7d": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(nm)}", "y\\,\\text{(nm)}", "z\\,\\text{(nm)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 158.40725704167693, -138.23588549033786, 20.615725641676125, 49.750000028871, 24.750000028871, 9.749999940395355, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_043f2c94646049539c6a1a8f5acf7a8d", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 139932977649024 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "3f564cb181e3404e8722fedfd6f4ee4f": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "43e8139bd8e14dfa801ea55659e5a65f": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "44429aa22359499db06662d1868a42b5": { "buffers": [ { "data": "sHJMAFKE3QA=", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AQEBAQEBAQEBAQEBAQEBAQEBAQIBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQE=", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "dtype": "uint32", "shape": [ 2 ] }, "compression_level": 0, "id": 139932977613216, "model_matrix": { "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 0.2, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "dtype": "uint8", "shape": [ 4, 10, 20 ] }, "wireframe": false } }, "4f2bdf02a5b047d89b64714476469373": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(um)}", "y\\,\\text{(um)}", "z\\,\\text{(um)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 0.14473012183819386, -0.11772018120431038, 0.01924801182926504, 0.04975000077020377, 0.02475000039767474, 0.009749999722465874, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_3f564cb181e3404e8722fedfd6f4ee4f", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 139932974622032 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "582032167b3e4a0d9cf478441830992e": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_e24dfd66931c484a91ebed71e331e30f", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "30cb790d831d42d985b1c3e4a5a86d7d", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "5c84c4ff00a84d25bf2d59e9d8d89bd4": { "buffers": [ { "data": "sHJMAFKE3QA=", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AQEBAQEBAQEBAQEBAQEBAQEBAQIBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQE=", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "dtype": "uint32", "shape": [ 2 ] }, "compression_level": 0, "id": 139932977972512, "model_matrix": { "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "dtype": "uint8", "shape": [ 4, 10, 20 ] }, "wireframe": false } }, "6f5c1890c5ea49d9a3058b2f3025aa57": { "buffers": [ { "data": "sHJMAFKE3QA=", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "zczMPQAAAAAAAAAAzcxMPQAAAADNzEw9AAAAAM3MzDwAAAAAAAAAAArXozwK1yM8AAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AQEBAQEBAQEBAQEBAQEBAQEBAQIBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQE=", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "dtype": "uint32", "shape": [ 2 ] }, "compression_level": 0, "id": 139932974622032, "model_matrix": { "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "dtype": "uint8", "shape": [ 4, 10, 20 ] }, "wireframe": false } }, "7e74ce95882c4694bf9af63be261a5bd": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "833b28fee1b34d43875f832a103f78bc": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "91c14742c3ed4292b3fe4075ebae2539": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "99bbdd2bd32c42dcb490b0d7a94a96c2": { "buffers": [ { "data": "kYILAEDiAQA=", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AQEBAQEBAQEBAQEBAQEBAQEBAQIBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQE=", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "dtype": "uint32", "shape": [ 2 ] }, "compression_level": 0, "id": 139932977796816, "model_matrix": { "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "dtype": "uint8", "shape": [ 4, 10, 20 ] }, "wireframe": false } }, "b232d022f2974299a13588b968cc4b67": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "b5ce46b0335144149d6ba9377d8181d3": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(nm)}", "y\\,\\text{(nm)}", "z\\,\\text{(nm)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 144.73011979530975, -117.72017962078712, 19.248011917039385, 49.750000028871, 24.750000028871, 9.749999940395355, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_7e74ce95882c4694bf9af63be261a5bd", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 139932977796816 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "bad56ec95d5b456a8abc01b055b362ee": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(nm)}", "y\\,\\text{(nm)}", "z\\,\\text{(nm)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 158.89963398254616, -138.97445090164175, 20.664963335763048, 49.750000028871, 24.750000028871, 9.749999940395355, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_b232d022f2974299a13588b968cc4b67", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 139932977972512 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "bdb4c8f596604ed393df97e7351b7d1f": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_e125cac5bd2948d09dc41c7b28b07c7a", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "4f2bdf02a5b047d89b64714476469373", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "bdd172060eae4297aae27741cf14fa68": { "buffers": [ { "data": "sHJMAFKE3QA=", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AQEBAQEBAQEBAQEBAQEBAQEBAQIBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQE=", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "dtype": "uint32", "shape": [ 2 ] }, "compression_level": 0, "id": 139932977649024, "model_matrix": { "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "dtype": "uint8", "shape": [ 4, 10, 20 ] }, "wireframe": false } }, "c553e30714d043adb68d07b231643107": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_0fef8aa7cb4249b496b60aeb7e268e89", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b5ce46b0335144149d6ba9377d8181d3", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "cc31622efbb747de921dc5da6894cd0f": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_91c14742c3ed4292b3fe4075ebae2539", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "bad56ec95d5b456a8abc01b055b362ee", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "cca85476f3fb42429aef1ab7900c3e7c": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "\\text{length}", "\\text{width}", "\\text{height}" ], "axes_helper": 1, "background_color": 16777215, "camera": [], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_db5111842112484bac19e274927e14e1", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 139932977747424 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "d0744d500e8e4753a39b9f4b77048b68": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_43e8139bd8e14dfa801ea55659e5a65f", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "cca85476f3fb42429aef1ab7900c3e7c", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "d7f5a94070db4ef9aa14d18341885b76": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_079e2d000a6846e1b6d32e6f54a1ce31", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "fabd2155fa0144de8bec838f49d41b20", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "db5111842112484bac19e274927e14e1": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "e125cac5bd2948d09dc41c7b28b07c7a": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "e24dfd66931c484a91ebed71e331e30f": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "fabd2155fa0144de8bec838f49d41b20": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(nm)}", "y\\,\\text{(nm)}", "z\\,\\text{(nm)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_833b28fee1b34d43875f832a103f78bc", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 139932977613216 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "fc5a35d8aa8b4cf5a4efc9b002144e5d": { "buffers": [ { "data": "sHJMAFKE3QA=", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AQEBAQEBAQEBAQEBAQEBAQEBAQIBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQE=", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "dtype": "uint32", "shape": [ 2 ] }, "compression_level": 0, "id": 139932977747424, "model_matrix": { "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "dtype": "uint8", "shape": [ 4, 10, 20 ] }, "wireframe": false } } }, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }