From 94669f4d3ce5d46ca0812e1f1c2f3ed7ab7af7dd Mon Sep 17 00:00:00 2001 From: Peter Yoachim Date: Fri, 24 Jan 2025 16:03:56 -0800 Subject: [PATCH] how ddfs are scheduled --- scheduler/how_ddfs_sched.ipynb | 466 +++++++++++++++++++++++++++++++++ 1 file changed, 466 insertions(+) create mode 100644 scheduler/how_ddfs_sched.ipynb diff --git a/scheduler/how_ddfs_sched.ipynb b/scheduler/how_ddfs_sched.ipynb new file mode 100644 index 0000000..5cd2f85 --- /dev/null +++ b/scheduler/how_ddfs_sched.ipynb @@ -0,0 +1,466 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "776a395b-f703-4dbd-b357-6bf26aa8defd", + "metadata": {}, + "source": [ + "Some illustrations of how Deep Drilling Field observations are scheduled. " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "873c38c9-2dae-41db-812d-d332ec954150", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "\n", + "import numpy as np\n", + "import matplotlib.pylab as plt\n", + "%matplotlib inline\n", + "from rubin_scheduler.scheduler.surveys import ddf_slopes, match_cumulative, optimize_ddf_times, generate_ddf_scheduled_obs\n", + "\n", + "from rubin_scheduler.data import get_data_dir\n", + "from rubin_scheduler.scheduler.utils import ScheduledObservationArray\n", + "from rubin_scheduler.site_models import Almanac\n", + "from rubin_scheduler.utils import SURVEY_START_MJD, calc_season, ddf_locations\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "e8b590af-5e99-43f8-9438-a14bac35a932", + "metadata": {}, + "outputs": [], + "source": [ + "mjd0 = SURVEY_START_MJD\n", + "\n", + "# Info about each DDF\n", + "data_file = os.path.join(get_data_dir(), \"scheduler\", \"ddf_grid.npz\")\n", + "ddfs = ddf_locations()\n", + "ddf_data = np.load(data_file)\n", + "ddf_grid = ddf_data[\"ddf_grid\"].copy()\n", + "ddf_data.close()\n", + "\n", + "# Just to make plotting easier later, let's crop off time before the survey starts\n", + "indx = np.where(ddf_grid[\"mjd\"] < mjd0)[0].max()\n", + "ddf_grid = ddf_grid[indx:]" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4e8d4686-f157-428d-8c6f-bd7b83808ee8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'ELAISS1': (9.45, -44.025),\n", + " 'XMM_LSS': (35.574999999999996, -4.816666666666666),\n", + " 'ECDFS': (52.979166666666664, -28.116666666666667),\n", + " 'COSMOS': (150.1083333333333, 2.233611111111111),\n", + " 'EDFS_a': (58.9, -49.32),\n", + " 'EDFS_b': (63.6, -47.6)}" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Names and RA,dec locations for our standard DDFs\n", + "ddfs" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4e766ab5-f995-4167-bc52-9b576dc11735", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dtype([('mjd', '" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "name = \"ECDFS\"\n", + "plt.plot(ddf_grid[\"mjd\"] - mjd0, ddf_grid[\"%s_m5_g\" % name])\n", + "plt.xlim(0,730)\n", + "plt.xlabel(\"night\")\n", + "plt.ylabel(\"g 5-sigma depth (mags)\")\n", + "plt.title(name)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "23b6fd44-eb95-42f2-963c-2d2d59a59a7f", + "metadata": {}, + "outputs": [], + "source": [ + "# Run a script that sets up a desired total number of sequences vs time,\n", + "# Then fits observations given depth constraints\n", + "mjds, night_mjd, cumulative_desired, cumulative_sched = optimize_ddf_times(\n", + " name,\n", + " ddfs[name][0],\n", + " ddf_grid,\n", + " mjd_start=mjd0)\n", + "\n", + "# night_mjd is just the rough time, then mjd is the time optimally placed \n", + "# within that night. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "46fc78bb-eeb3-4481-b239-2b2ffc09e916", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'ECDFS')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(night_mjd - mjd0, cumulative_desired, label='Desired', linewidth=7)\n", + "plt.plot(night_mjd - mjd0, cumulative_sched, label='Best Fit', linewidth=3, color=\"r\")\n", + "plt.legend()\n", + "plt.xlim([0,365*4])\n", + "plt.ylim([0,600])\n", + "plt.xlabel(\"night\")\n", + "plt.ylabel(\"Cumulative number of DDF Sequences\")\n", + "plt.title(name)\n", + "# There are some differences between desired and best fit, since the field is not always visible" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "65207afd-edac-4102-8474-017785b1791d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(ddf_grid[\"mjd\"] - mjd0, ddf_grid[\"%s_m5_g\" % name])\n", + "plt.xlim(0,365*4)\n", + "plt.xlabel(\"night\")\n", + "plt.ylabel(\"g 5-sigma depth (mags)\")\n", + "plt.title(name)\n", + "\n", + "m5_interp = np.interp(mjds, ddf_grid[\"mjd\"], ddf_grid[\"%s_m5_g\" % name])\n", + "\n", + "plt.plot(np.array(mjds)-mjd0, m5_interp, 'ro', label=\"Scheduled Observations\")\n", + "leg = plt.legend()\n", + "# Now we see where the optimizer put the observations, and we can see there was a limit \n", + "# where it wouldn't schedule if the depth was shallower than 23.5 mag." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "c77e6284-def8-45c1-b9df-b041d9c37ad7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'COSMOS')" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ddf_kwargs = {}\n", + "# do it again with COSMOS, since it is set up to have higher cadence the first few years\n", + "name = \"COSMOS\"\n", + "\n", + "ddf_kwargs[\"COSMOS\"] = {\n", + " \"season_seq\": 30,\n", + " \"boost_early_factor\": 5.0,\n", + " \"boost_factor_third\": 2,\n", + " }\n", + "\n", + "mjds, night_mjd, cumulative_desired, cumulative_sched = optimize_ddf_times(\n", + " name,\n", + " ddfs[name][0],\n", + " ddf_grid,\n", + " mjd_start=mjd0,\n", + " **ddf_kwargs[name])\n", + "\n", + "plt.plot(night_mjd - mjd0, cumulative_desired, label='Desired', linewidth=7)\n", + "plt.plot(night_mjd - mjd0, cumulative_sched, label='Best Fit', linewidth=3, color=\"r\")\n", + "plt.legend()\n", + "plt.xlim([0,365*4])\n", + "plt.ylim([0,600])\n", + "plt.xlabel(\"night\")\n", + "plt.ylabel(\"Cumulative number of DDF Sequences\")\n", + "plt.title(name)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "5e549848-7fac-414a-80ff-725d8e3d4f7a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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SwGKTuAdTr+npqh4IQ3r8/LSu7o89xiyoia3xUgRbt2rjL/FEBe3zLfMNRLm3LyLvllmcHE37jRCqAFwLDMPaeh3xXN46qHRBOIXw1FPanFOe6B2my/dkAxWAH7M64Yk/fxXllFUAKr284cdV2RwzIu6UocO6/4pyTiPmz9cK/J6SX0yj0Y6DDHAAVBMnYkWbZ4C9hajy8saMLiOwcM1s9jHUkKgojGz3EnLTsy1+3aNgFzB8OJYZ2JkODI3GjC4j8FH7h1vyrTvmotqiz/k5Z3jiWA6Jt8DWr1+P4cOHIzMzEw0bNsSSJUtQWFiIvLw8o3JFRUUYPXo0vv32W/gyqqBVKhXi4uKMPk4nJwfc+AlQwXwSKw6Nxsv938Cx6Vq3Q9Ouqft7RpcReu0NvLVCyrtdXkTz0f+HwU/Oxtg+kzD4ydloO3IxrnTvLW77BwzAy/3fQLHJlpoZKpVWPd6unbjnVwJvvunwT70AJNy+higrwg/AJvxY2uow/VvXn6b2GI13uo7AjGdmaoNnmpThLQ7dvy9+xFq5o9Fo3d8ZJ8a7fsIS3FY9+HxftwOGDpqJr5v0BjjO6pgxs/MLeGuzVjPlFI3TZ585o1Z5smOHNpEwA/PaDAY+/BDf7n1oGJ+bnq0dQ03sLS29n1UA/lenDT5p/QSefOJd4NIlm8LPwjWzzZxs4m5ewcI1s7XC0QMuvfkOcPcu3un0HE6p4+y/4546lkNm2eBLS0sBAJGRkfpjVVVVGDp0KCZNmoTMzEzmum7duoXU1FRoNBo0atQI77zzDho3bmyxbHl5OcrLy/V/l5WVWSxnkwepL1QmqzTDQSo3PRuPd2sG/PADioe/hISbDz0Mih9I8tZeADONjZPITc/GxtotMWr3SkzYuQwcTKRkXcqM+fM9Twtw/z6wZ4/UrcAtv0BUePkg8t7NhwdNwuyb9qedDdoDi9/A4KHvI+bWdUTfvo5pm21v51hl1iytgagnPP+cHK09CI8tkcJwYYstTuWFTTWbo835I3j82LaHx6GC4VSqe8algSFGY4no7NgBTJjgvPrlBONW0HX/EHyW/SQs3RXdGKozMejpfwvdf1sLn4sX9GUsjvdW3ievKg3e/nWR5e+gnWPe/nURNtZu+XDx7OeHxS0GYHGLAZiyeTFG/L7aunDcpYvWqaVmTa1BtKdo+yAjAYjjOEyYMAFt27ZFVlaW/vjcuXPh4+ODsWPHMteVkZGBpUuXon79+igrK8PHH3+MNm3a4NChQ6hdu7ZZ+Tlz5mCGkFWtLv4Px5l1Ml0Hnbb5K2yo01p7cMAAtLVht6Nj9ynhaS5UDqwJq7y88WmbITgRXR1v/7rIeHBNStIKP54YJZiHYaSzqAIQfP8uXun3Om4EhSHm1nV06tgA6k5tsfOfs5ByoxiF4XH4uvGjqPQxGci8HwrRfY9uM6+cuRFVWi3QzJmO16EEeAY11W1Hfd34Ubzw+xrE37wKlYX1t+6IVS0gV4Xuf+01O+5tUNeVwDD9okrQs2Th+nXn1i8nYmKYii1p1sdsvDbEcMHq3TgRmZ+/h8njPrc53lujxfkjNgVcLwAJN6+gxfkjFhfJczo/j/yEdLy7YYGRGQVCQoA7d4ClSx8e++c/tcLu++8ztU3pyEYAGj16NA4fPoydOx8acOXl5eHjjz/GgQMHtPYLjLRq1QqtWrXS/92mTRs0adIEn376KT755BOz8lOmTMEEgxVOWVkZkvl4QNiJ/2PYQTm0BMCm0Zn1v2PsbbBC4bU7Dv/WdCXzyYRHPTcvmEYDLFsmqIoqAMUhUVABiL111eL+sz0bIEOBuu3Ixajy8kbPm6eR/Wg2Ohc/XL2+8PsaoxWmaZ0lIRFCLkVrF+LOWiCNBnjxRebihlvYlT5+mNFlBL5YMwecSmWkFdaVu+EfgsjyWxbr8oL9fhB5twwL1r6Hl1VvMD/LT1o/gQpvb0w8s51fvLKjR7X3w12ftQP8nsS+GwEAKm8fhzX4MbfYBFBb5X7JaIvcOq31Y3mXk3vQ77gFzy+NRuvsAHiEECQLN/gxY8Zg3bp12LJlC5KSkvTHd+zYgZKSEqSkpMDHxwc+Pj44e/YsJk6ciOrVqzPX7+XlhebNm+PkyZMWv/f390dYWJjRhxeMalPWjsyHu/dtx2/YdOySoPp1gtq6eh2Ajh21g6BGozUGXr7ccwLlbd3Ky/XdVBeonyC7voTpXV/S/qGyXMbenr2hQN2jYBcemT4W/sXGfdCSbYAh+5IycSE02vHgmPfvu3ek6K1bmW1BgIc2fjqBMzc9G1tmfY57MXEWy43q/7rN+uwt93QD99u/LsL+hAxcCI222m+qAFwIjcb8tkPwaZshwJkzGPzkbLzaeyKY3lxPcpMuKWEqVu1OKa9qKwVEi2cVcO2V043lP9dpjd4Fv9mu7KOPtO+4myOpAMRxHEaPHo2cnBxs3rwZaWlpRt8PHToUhw8fRn5+vv6TkJCASZMmITc3l9d58vPzEe8sS3fGegWvuqHdD25VeBh9j26Des9OfPPb34LrZKXw6h3ttkD16toAeUOGaP/1hPQYfFIgDByIm9GxRocMJ8jc9GwsajFAa7djQJXKCxtqtcSNgFCm08TevPrANsDy1iugnSC9qjSmspbeYwUQECF8wQJHfyl/+F6bBQ+twg49sfHnvWbOC7np2bwnUEvoBOFmF45bfZa2nCvWZnbCkmb92E7mKW7SThrLF20/5UhrANhfrOgE3H2MWqlhB3+GN2fnrddo3Pv9foCkAtCoUaPwzTffYNmyZQgNDUVxcTGKi4tx90Gm5aioKGRlZRl9fH19ERcXZxQraNiwYZgyZYr+7xkzZiA3NxenTp1Cfn4+nn/+eeTn52PkyJHOuZAH8X/MZpkH8O2g1uhRsAs7v3geK5a/gU9+/ACNnhmAwYM6WF3li83BjxdrY8CYqs+Litw/PcZOttgalVAB336LnyfOwSetn9B7eOgmPkD7HEfsyzHTnHlxVej2114sacrm3Rd1+zoSbl6xqi0w1BSduGS+3WLNY4WZn35yT+2fRqO9Nh7E3bpqU+NmihiLIR0xt64jNz0bX4yZiytq44CmppopUzbVbsl2Ek9xk3bSWL7qgOMpkgwXK9a0xkYCrh1SbhSznXjDBsYWKhdJbYAWLlwIAOjYsaPR8SVLlmD48OHM9RQWFsLLYDV948YNjBgxAsXFxVCr1WjcuDG2b9+OFi1aiNFsc7y9tS6yAweaxX9wpIPqMOzrejdIE0KuXMLCNbNtDnLQaLVGjhjg6fCq0qDzwtmW48hwnLax48YB/fq5n62ARgMcOMBU9FB8bTStWRODDWN1/Pmr3h6HxaNj8KENuBgSZdVOqArAjYBQjNn1HVObbG29WrTzev11YK+5Ea4Zum2wLl2Y2qEYtm7lrf635I2Tui0XrT6Zib6XHmpPLjzw/tlYuyUuhEZbDZrHJx6UTpg62Kwzlsc3RsIf+83eda8qjf4ZY2swvKo0qPLy1msXrAbvU6m0AoGnuEkbjOXW7Lf4juVihCbQLVb+vf9rowWoJW+y/+46gw8eb2i1LmYvxd273d72S1IBiHMgKNuZM2fMjm01sUWYN28e5rkieqlGo90bv3hRu0L67jtce/EVRN+4rC9i2kH5vAw6Dy7DSdN0kFI9CHVo5gb5gB4Fu4DqI7HC4KW5YMfl3hItzh9B6BUbKwfD9BgmAq3i2bEDuGXZYNWUJhdPmB3T2eO83P8Nuy7LXgASbl3Fv9oOwfidy6wOwhH3bjLH8GG1DQCATzp21Lq5d+3KVvmCBe4nADmo+jfUuKnv3kLHNXNgatGl6wuv9Hsdyxt214eaMA2aqnN4tzVe6LzODLURlpwrehTsMvbm/PED7DQYA6wG7/PUkBcDBgA//ICqMWONIvHbC1Vije0nL9svxEBuejbww0x9KAtri9nv887bFIC+bvwopm5ebORVaJEbN9xzPDdANl5giiMnR+v6brgdlJSEr/4xBvn3fARpW0xx1A3SmtbIcEJmfZmZDbjd0VaA8Zp0wom1UAhv/7oIczs8w1TX2YhEvNz/DXy6dyn8DOOHhEQhoPI+wu/dtLt/bWmCZKJjR9zz8kZAFcP2lm4bzF0mSI0G+OUXQVXE3ryKydv+C2u2WVUAPl/3vlU7jOLQaKyr2x59j223+t6zaiNYx4CX+79BIS9MMV2gOxhF/cqt+/Dz1vn22YBFU+8tPB5cpY8fttRshq5//26/8Nq1JAARJjwIemj2QhQVYfKSaRjZ/w2t15QAOI5DcZk25YIjbpAOBc+yAbPNgjvaCjBeky2BRCekRjEav5aEREB995ZZH/OrrDAOgGgFIVuv8PbGr7VaoNeJ3fbLuts22I4dwF1hudqi7pTaXbDARPjR/TWvzVP4PHsQqry88X6HZ9Di/BF0PbkXT/+1AwE3HnqlsWgjbGmOTccACnlhwIPx3cvk3dPZefFZOOqxo/pn1dTvO83umWiLr1r8g00Amj9f2w/cVAiWhRu8ojAIemgG93A7yotl9cyII26QOq2RtQdsqDViYV9SJm5Gx1k1DgSgHSyvODEirVToDCOtwAG45cuWZ+5qkJrJoyPiThkWrpkNXxP39sh7bFHKSwNCHRuoH/BN417shd3JHd5Ori9b6J7d1SA179/q3tMnDz/0btVtZ73b5UXk/O93i95kphi+nmKPAR6BnaC2gPjjO580Fz/knRPlnPuSMoGkJPvb6DrbTnd0dgAJQPzhEfRQLBxxgxQjeJbROby8sXnkGwBsKHI1GmDQIPfzBvP2Bp580uJXunuxuWZzpqouhUbpPTo4Kx4dtnI7sb6wr/Sb7LDwAwB7U+rjjhejglhAjBPZsXGjQz8z1LhdCrWTS88KtsYOzvthPK49KQ0savVM30s+Y4Cph6k+vMX333tWzC9nje9WBk17mnpAfIEL0I7nTLntDG073RASgPgiQdBDWzFbdOsU060OsYJnGXKybXdg5Uqz+DVmuNuKQaPRTgAW0BmrNjt/FBdDopiEVJ3Nxf1Y4601ncvyjaAwmyt3W+jOszelvgO/NqjHyxs/1WvPVtggd5+i0Wi0/ZuFQOOEp4bu5roFi7kOgY3Ym+YpcBxJacP6bqdeL8LCNbMRZ7ptd/68dkFjGPMrNdX9FjiGuHh8l1RLN2AArr3wCltZd7TtBNkA8UdgoCzHzOhg1VCxOCwa0zu/aLbat+fe6oiBrEoFoFo1qGyt+N3RG4xlVWjguQWVymiL1JI9Tm56Nn6fMxafzfyPmdEja24nS95DpucRwm/VG2PQnwwBIOOEJf+UDVu3AvfusZUdPx6DT4dYNFjVLVi+WDPH3LOKgWm/fol7Pv5G7zRnY+TQubi3KK1CQFUgitS1mFzcdalZhuRrt92Y2llUpM2PtmqV+9iFPPDm3bnjMP46/DeGM/yEdxwnK/Kr2Jp6vtzs8SiivmLwenRH206QAMSfB/YgXFGRWeZ3gE2wuH7bsRDjpoaKtrzMdIPwwjWzRYtnAYB9JeBOKwbGa9F5brHE6gBg1aODdXC9FhhmlNzQUTddazBv5SQminI+yeET7btzZ+zZaF1Yyk3PxtZZC5D+3ltGCxaNygteXJVNfU7E3TJmY1szF3cAUxhc3HVjwPKGPTHxt29tnsMiI0a4R8wvA2/etgDaAqjy8oKXlUWew56VVnCGpp4Pd1pm244DpcMdbTtBAhB/dIGyHnvMctwMjrMrWCzbV+jw6VmSqOrQaY3MXKmFTJSsKwF3WjHw0PrtSWnAFKvDFqzau/YjFqHZheOihlyw1I54G9GmkZzsPkHyGKN93/fxhV/HjsDG9TbLFXbsiedvJBgtWCLulOHzte+Bg3WNC6uXphAXd90Y4K9hz29nxNWryvf+s+LNq9NwO1vDCjhHU88Lb2/M7PwCFj7ok1bf8wkTgH/8Q/kCrwkkAPFFowEiI7G4WT/848gWoxU4kpLwctOhoqzAS26WC64D0ApBf/xrPD5480txJsp27VCZkAivC0WeEzlW5wVWVGTR+89skBIYq4NVe1fp4yc4JghzO+DmQfI0Grbo1wD2Z2UjG2CKrm5pwfKy6g3Myv0M0YZjhwmmsb1UJjFi9idkCHJxb/tzGaq8vNGq8DDTNVtEyQKQDW9enRBQpfIyitUktoYVMH3HVFDBtqbeEVswe9wICrNfq7uZNTyABCA+GKhLX3hw6EpgGNZkdkJV7z4Y8eZw5E61vSpkZdb/jolSDwBRgmcBD8YKb29ceXcuYp572kwDxqkevJ7uMinqcEJ4fMB6RAGvKg1KA0Pwn2b9MPz0TvhcfWgU64xB2JCqKg5eXg8b5jFB8rZuBcrZFh1n42sgu3p1uzFbrEW6z03PRkBlOT7+6V92z6Xz0Or3jxcxpOThVuyVwDBeApRptO+q9f8DYF8DYZOjR/n+Qj7YsesDAG+uCjM7v4ArwRFO0bACxu/6kye2I7jsoa2Ps991HZ4c5JYEIFasqEsj75bhuf1r8W3H9qJO+mX3HFRNu4DbvftZnBQr4xPg++kn7jMpGvIgPH7F6DGibSdamh8t2XTohOxNtVs6ZRA2ZMPRYvTMMt7yM9UgBFdPxpx5r7iXkMsYy6jcyweDf1lidtxSdHVTrY3hs2O1r0q9XoTxO5eZrdAjbQg/htib3Aw1ELwNtjdvVm4UcMbJ/EpwhOCgtgBwv9Lcpkjqd12HJwe5JQGIBRvqUp26uc+S94H3XmWqzlYsQaVgySA7pGsnfDWgldRNcx4DBqCgUTusfvENpNwoRmF4HL5u/CgqffyMyzmYfNaaTYdOyP7dBQPi9TuWBW+dV1GL80fQpOyKdgXtgZGCq7y8zGNRwHzbqdvJvRj4nxfwzOWH+fMMtUR8PbQcjQfFMrlZ1fLZQ8m5ok6eZCrmLONjObzrOjw5IS7FAWKBwQ06/OolpmBRX+8+I167GGERuA6fv2G3zJELxmkcdGp1XXC2TSfM45e4FTk5SG/bCNM2f4XhB37CtM1fYfuiEUaRWrUh7avrA8qtWP4Gdn7xvFEZPQ8Epb5Ht6H1mXxM3/RvAJZtOgDnBERjxTBQ3mv/nfkwUJ67xIRhnMQDK+9btZfQbTuN2r0SC9fMRtBl4+TBhpF9bcX2MvTQir91VVA8KFbj2dz0bLQduRiftH6C34kERM6WDI0GWGQ5+KAhl9TVnGJ8bC9FCWD9XbcVDsFRbPVFt7P1M4EEIBZEdP2+xugCf/NeJds5RcLayt+QLQXiZDVWJA+2QH0Ntr8A40mNT0j7HgW70LxTE72gtHzlmzYnOynTFuiuyyxQXlGRdlvYHYSgdu1sBvjkYFHxY5Hn9q8DYF1ro5vcdJqXkrBoo3K6oIrq8ltM5zOdEh21S6vy8sau6taziFvk0iV+5eXAjh1MgtuPzR91ihZGjilKdH2xONS4L1YlJgI//OCeZg2gLTA2+Lh+H7otyinPXbsjSj2u5ty1O0iODJK6GeJiJz9QFYC3N/3bpmbAdHtk4ZrZDvlzOCsgmjVsrVbBcQ9zBSk9JsyuXTZTeqhgN5+lnoh71gUXU+Pk3PRs7GvQFukn8422TLud3Ivn9q9lOp+Y8aCYQh8Y8ttvWhdpJcGotfLRVKDv0W2iG0ALCX7oDC8wHZbMGmZ++DLqJIQ77ZxSQwIQCwxu0GVRsfBp0RpYv8lmVSqVczuxo4jVot/+uoLBLVJEqk1iNBpotm7DpTW/IIEhErQtdBNfy8I/9AKFI/fcWTYJOky7t261avMH7uAiy6jlvR4QAvW9W1btdkoDQhFx76bdegwnN1NXeVv5oUzPZxoPqnPnhphwIdThyfphFGtz+xSLbNqkPEPoy2ya7OFblumjQlvy8nMUqYMf2sIsbIOSnqsD0BYYC7pkmBaEH92RH599DXcZzDO8vbycso8rF17P+UPqJohDTg5QvTq8u3ZBwmcfilZt68I/HMrzxdemQyw8xkWWUcv7n2Z9H+R/s5zI9j9N+zLVYzi5mdro2dsi0f8OxvGg1tXrgAuNrAdOZCU3PRu5j41kK1xWprxEmX//zfsnlraxHcWR5NaEcyABiIWcHOBD65PgohYDcKRVV6aq0qLYtofcwVNMsehCHtiJE+IqhMQa8qp6aGiNrVt5G1F7jIusTstr5cXTTUqft34CH7w4Czciqxl9r7Pb+Tx7kODJjVXoXNysn9NixGwa+CIQEsJWWEnCr0YDfP0175+J6YjAYgAvZrRpW9ibZzRV7rtYB0gAso8NF3gdfY9th0rk7Oeu3iYjgesBDM/blCoAF0KimLLB73YgS7thpnE+GHpuffLjB0CnTtj1byseaVawt1qFSuUe6TB0wS5hf1La27gjpn38EwY/ORtj+0zC4Cdno+3IxchNzzaa3KxpiUwnN9NXj1Xo3FS7pdkxscYNzssbmDSJrbCShN8dO7RaKwcQ0zjZmtGxo+86IHyxY4mvdpwWXIecIRsge9hxgVdB+1KkHTsAPFKPqUo52gARD2CIEGuIflLr+hIAaL3AbGSD35tSnyn+y8Re41HtTqnDBpjW4ozElJkH7DPEdHvWZqA8d3ORfRDssnj4SxbzZhlFebaRk083uX30238QbOAKz2qcLHl+KDzoB1On4tqcDxFx76blEUuJ8WFEcNsXyxHB1OhYExuLXyJqO6T5MQuq+OMH2Gmnv529at9hZ9WB8/jXIJ6egQqCBCB7ML4wYddKmKu8ckucPF9iwkcoc2vxjecAaTqpsWSDt5ehe0bXl7C7eiOHL8FenBGWRJuGWA2Ul5gIvPiiNoXE1q3uERixXz9MfPQYWhdqbdl2p9TH3pT6vCel3PRsrJrwHH5e+B3vgJi2hE57WySsmtw2taLw21924nZ5e2NKzzHulQuO0QDaFkYaOgeDnurQGR17VWnQ8/pJ9D6+02Y9lp4va1JcU1YdKMIjWXHMbXVHSACyB+MLE1x6jdm4efFO16oV3VpgERvG572qXid837Cb2UCVm55tNxu8vQzdhoOVV5XGyC2VZYC157ll6orNgllCzWYhwJdfAm+//bBQUpJ2G0mpMUMe5PpbbiC8DvzzV8dTnTDm4FNZmNX49BFn4na54KpVs1/GCqaaN23Q05F2c8LZw1JKDNZ6xF7seBokANmD8YW5rY4U9bSutskhG6AHMD7v7TWaWJ/cGCY+SzE3TIUbRwdGIXFGbKFbrfYo2AVMn25uJ6ULjKjEwGlWcv3ZW0U7E5Y+IlU7Vvzfa8rS/OhITHToZ6aaN0e1LqbwrYdvmApHFjueBAlA9mB8YcoiY5zcEHMc0Q4IITE80Gl1ywbG582azNIWZjE3DBAywDozzoh+xWnJSFypgREZcv2ZrqJZdL1iLCps9RFncvqKsX2I28SH0Xn7WbHzqwJwIyAUkdFqq9vYtuI08dG6iKG9cdZix1MgAcgeDC9McWg0TtdtIupp7TkhCVGbEjZgfN7ONEAVOjAKMaK11+/cMjAiQ64/s1W0e3sH42DhDZvfn716G6lRwa5pjJjovP0GDkQVx1m0r5rScwz+bWMbWyytixj1CFrs8PB0dVfIDd4euhdGpbLpHssxrogs7fdbwpY9kbXcTGIG6/JYHjxvzsLz1uHsGB1CcwU5M86IWwZGZGyr7tpptxg4dUWclD+SoPP2s+WC7m2c6NnwXRFL6+JIPabTBwVVFAYJQCwMGIDzX35t84UR24bGmleWkEzCBCMDBuB/b31i9ryRnOwSWxAxBlhrcUYuhVUTdA1uGRiRsa3OSE3gVaVBs9OH0PfoNrQqPKyY93bW/45J3QRBXOneC21HLrYYy8keYm0xi1GPnIIqKhHaAmNkQ3obvDtysW2bGxE1itYEKmcZvdGq1pjR5WnwMnneK/7vNeROXe/0c4s1wJoar04Y1gH9DqtQet/xjqpbcSbcumpZha7E2DAMuf6cse2p5G3sv0rYMtXLlTk/H3fYvkqsOE1i1SMXj0ElQhogHuheGEtqUVchpdEbx7hnXKmxnlVbSZg+bwD6SKvOXK2LqdY2vIa7bdoJ7rOGK04zKV2psWEMokCbXpOzVtHO2samhQwbqw44nubGkWjf9uph1d5sO2E5TEdueraRRgtbtjBrtDwZEoBkysXSexaPO6IdYLI7EnHk/POCY6Hm5YIlAU4b86O6Pq3EiuVvYOcX/NJKsOJqtbZhCP2YA7u1XlE20MY6+sHcYy4pSZku8IDeLsT0miylJvCq0qDW0d8dFoSduY3N8qrfKq+kaPQC0WldbleLNTrON5UF35QY1uYFwHixg44d7Y4PIQG0AUR3wMUIHXbkECbfHkofWtfkXzD6m7dLusDosIDr1NrmIfQBzJmEHs2G2T7HgAFAv35GnjKKjQ2jw8I1WYrNNOvfXyL6xsOVON9tK6ljt+z5204EaEZK71ZAHegrSl1KJDc9Gy1eHY6Ni34Q/K5LEe8pM0Ht1PqVAAlAjNyrlIdxopAw+QQbb+T8of8/35gfrNFhWWI4OWNgNBROrQl2KCrCwvMMwdxMAj7+WXwLWYkKH1RtBLHU3S9TAZ9v8Ds5xG4Rw2njQOF1dEp3ffwzOSFWnCap4j15OiQAMfL++gK7ZcorXWP74gztgAoqu5oLT4kacd9gC4zPal199xaTpoiP8auYA6PhpGdrG0ZnCMw3hP7F0nuKFIA0VRzKKzUI8rM+HBreL1PZgW/KAWcGqnQlf54v9XgBiAVXB6wl2CEBSEQWbP3LZecSWzsQmfsTMOdNm5oLT4ybxboKj715FZO3/dfid4YTpBdXhc/XvmdWxtUpF5yxDfNB7nF0qxdrv6DM6PXJDhwvvomDb3VDRLCfxTJi3i+pt7HFeo3/tfEExnSpLVJt7oncPf08cUw3hIygRWTHSRsRcp2AWF5pPQp2oc7oZ82i4XpiYMV7FcZbnayr8Kg7pUzBC9/dsED/t+n3AD/jV0PjZRZjXMPBTug2zH0L2s4Tl5TpGn28+CYAYPtJ64lwxdy2otgt7oOSA9Z6uvADkADk8djK7WQ6KReXWfdAcBe+2XPW6G9Wl/SrQWxbP1F3yxyO8GxIj4Jd2PnF8w57pQndhrlx5z7T7+XOrr/ZFi1ib1vx9f4hlAUFrFUGkgpAc+bMQfPmzREaGoqYmBj0798fBQXWbW1eeuklqFQqzJ8/327dq1atQr169eDv74969eph9erVIrbcfdCp9q3ZRPKZlN2BVQeKjP62FffGcLUuRnJUHfa0CEJWlrqQCBRCX8v/DrOlwXDG/TKN3cInGrEQWON5EfaxFk5AaDobwjVIKgBt27YNo0aNwp49e7Bx40ZUVlaie/fuuH3bPM/MmjVrsHfvXiQkJNitd/fu3XjiiScwdOhQHDp0CEOHDsWgQYOwd+9eZ1yGHqZxRWY+4s7wSFHy8HrsonkMI91q3VaMGJYJ8kpgGFMbbGkRhKwsDeU3W9swuoKesA3z7d5CpnKObFupNPa3KOUQXJWwAMOzs4UcPP0I+0hqBL1+vXFagSVLliAmJgZ5eXlo3769/nhRURFGjx6N3Nxc9OrVy2698+fPR7du3TBlyhQAwJQpU7Bt2zbMnz8fy5cvF/ciFIAtmctdPFKcjTb4n/UM0YbhCTiooDIQA3UT5JvdX8G0zV8JMn4V0xjXmjchkpLwctOhDmki8s5eQ9PUSN6/UwK6+zVrq3EcIEvelz0KdmHAkhcwtKRYf8wVxq8U4FA4rKEsAOs2QEoYVzlwouewVBqy8gIrLS0FAERGPhxAq6qqMHToUEyaNAmZmWzq5d27d2P8+PFGx3r06GF166y8vBzl5eX6v8vKlB3JmA86zUX8ratQuTAPkiKxESMGeDhBfrBzMcKuXNIfN5wgOZWXoBhOYq8sLXkTCsl5VlJWbr+QnLETCiI3PRvXu/aE1287bQZLFCNekLNQsoZWDCpspOrhHfTUClJ7+hFsyEYA4jgOEyZMQNu2bZGVlaU/PnfuXPj4+GDs2LHMdRUXFyM21tgdNzY2FsXFxRbLz5kzBzNmzHCs4QpHp7n4Yu0cq5oLT9gKAbSRbYWSm56N6s89iUPLf7Q4QQqN4eSMlaVZrCEB0Zx/yDuPR+orIxO8qS1M/K8/A31m2l35V3l5Y58VQVjMeEGEc8ixkgeMb9BTW0gesFaEaPSegGwEoNGjR+Pw4cPYuXOn/lheXh4+/vhjHDhwgC2flQGm5TmOs1rHlClTMGHCBP3fZWVlSE5O5nU+jlOucWFuejb++nwJYqdNtqq5MITvs1AKX+04JUo9HIOmyNEYToJWlhoNmp0+hOBrlwUPitZ6+q/HSxyqTwq2FjzcxupRsAvN359jZsjHd+UvRZoLw0B78fGl8KoKocnOBtduW17oOPLsbA35UmVpt7eFp+sv1X46j8CUJHhVaez2l3sVGrz8TR46ZcRgWOvqTmm3FMhCABozZgzWrVuH7du3IykpSX98x44dKCkpQUpKiv6YRqPBxIkTMX/+fJw5c8ZifXFxcWbanpKSEjOtkA5/f3/4+/sLvxAFc71nH6xKbor8ZZY1F57AgULXGSQ6GuHZ0ZVlj4JdqNl8BBZffJjnTE4B2aRA5wJvLxSE6crflvzvauNXS7ncmnj4c3UUZzw7V+f5sreFt6jFAPQ9tl3bXx6Yw+5k6C8r9hViS8FlbCm47FYCkKReYBzHYfTo0cjJycHmzZuRlpZm9P3QoUNx+PBh5Ofn6z8JCQmYNGkScnNzrdbbunVrbNy40ejYhg0bkJ1NA4ItdJoLT/VI+e0vcZJEioW1QId8Y8joBkWfi8ZJXuUSkE0qvtxxGoC4oSBcafwq90B7SsNZz85Vnn72tvAA4KV9OQ71l1vllWI1U1ZIqgEaNWoUli1bhrVr1yI0NFSvtVGr1QgMDERUVBSioozjq/j6+iIuLg7p6en6Y8OGDUNiYiLmzJkDAHj11VfRvn17zJ07F/369cPatWuxadMmo+01whg33dVSLPZC6LOuLMkmxT5irvxdZfxqLxyCvedqbRvbcDsNW4OZtkfcBb7PzqtKg/iDe9D36CFZaMxZtvAA4ePAhRt3kRAeKKSpskFSDdDChQtRWlqKjh07Ij4+Xv9ZuXIlr3oKCwtx8eLDgGbZ2dlYsWIFlixZggYNGmDp0qVYuXIlWrZsKfYl8EYKN1VXWyYp1RZKLrCu7FlWllIEZLOUJkPOiLnyd1WaCyHP1drraRpdHJ068YournQMnx1nI+hplZe3/l71Hf+0Q5HYnYGQbVU+48CeU/LSlAtB8i0wS5/hw4db/c2ZM2cwbtw4o2Nbt27F0qVLjY4NHDgQx48fx/3793Hs2DEMGDBA/AswQcnTvgriCWdnr94RpR6lIkQAFDuEvhQB2XKPWPa2lCu6lb/ppKeDb5Rn3RblFXU1o+NiprkQ+7nSdpoW3bPTxBsH3DV8dnK9V2Jsq7L0l+t3hHvLygVZGEETzoVFrDn2ICGkGIxbmY/+jRPtFyTMENuLSIqAbLbirMgFQyHVKBSESmUUD8tRrU1uejb+at0Z1fL3OcX4VcznKnQ7TWnYSmAKaJ/dhX+/jtfGfWb27OR8r+xt4bHA0l/e+ekonm+bZrecEqBkqCKi5J2ft9b8KXUTCIi/sndWzi9bff3/TBLKypFtJ4wzv+emZ+P3D/6Ne9XijI4L0do406lA2HM1fniUt8oCVp6dnO+V0RYezLfwOFjfpfCU3H+mkAAkQ6x5/xDKQIggLLbGho9dg1gcLLwhWl3O4tdj5vGKLnZ5FOv/t1u05KTOtPYT09aI8laxI/d7pdvCK4uKMTpeHBqNf7cYAA7OtU1TGrQFJhKsXlT2ytnz/nEm2TWj8MW2v516DsI2jngRGXruWEvf8HL/N/DZ3qXwNXCFtxSQrWFyuEdEkT1cVGr5CztBLMXG3rOzhViB9pSQt8rVKDnHV256NhKGPYFj3//PrF8dTMgw6y/XAsOwJrMTSgNDPMrrDyAByCZHikrROowtg7cYiJWHxlG8vcRds3Ich692nEZWohqta0bZ/wHBO9Ahq8Ccm56NU59NwtuTFtqcbFsd3ApUH8yUCFLJHDp3w+nnsBcxXYzFjmk4hBbZmZh2LYLXJEZ5q9hRyr2yFo3esL/0OvM7njyxA9FXr+CF/Wvxwv61bvmu24K2wGzwxKI9KCm7x1RWpdGg8al8h7etxPb+kQObjpVg1s/H8OSXe6RuikuJDhUWVZw10CFfbxSVj22blB4Fu/D64jeB88a5kqT2blEqtsQfMT2JDMMhnGvQwq7wY7pF6yrXfXfAHe5VlZc31Hdv4endq+F91X7/sxTWQgmODiyQBsgOhdfuICYswGaZHgW78NpXixF+9WEeLb6StBQ5hJzN2au3pW6CJNSJDRFch71Ah2J7o4iZCJKwjRw9iaTKW6VElH6vdP2PA1v/O3axDM2qRxqV+9/hi27h6UsCkEB0KznT1R7fbSu5G9cZ4YCNiK1ktIRlbOULE1tgFru+YxfLUDfeddvHroQ1Xpa17i51wtTI3+9BVZVgVsZU6P5kwqNo+3OZzXfbnaICG2LPkcHVOb7ExJH+52XSmW/fd4/UGCQACUDMNAPONK5jNtBmKZSTg+QxY7HiQpH+EIu2a+uJy+iUHmP1e3fBq0oD9d7f0PfoHqcOimILzKzlss8cQsyt6/Dd4QM80tVquQOF1xUpAIkZysKaoOTUxY6FU1pKmForIgZvdHjB7J01FLo/6dgRVev/Z/N0h87dUJwAJNYzdjShsdSI0f+OXCgTqzmSQjZAAhAzJoSz4rWISY+CXcDAgfA2EH4ANruFCzfuOrt5kqMLj990+GNOD48vtsDMWm7s7pX45McPENWnJ1C9utVrq5JxTKy8s9cE/V4lMEyFUxc7JhKQNVujiOslZNelQMQIkSJG/1u2t5D3eeUIaYAEIOZKjq/3Dx9M1ZeOoNd2caYhtti0XTdkHj699K799t29b32w4evBJ8T9GXDMG8VWL7BXn06eMaqjqAgLz1ve5p39v2MY2iqV6VpczfJ95xz+bY+CXZj1768QfeNhHCFrGlBrr51SEqYS8kKsEClK8WRzBaQBEoDYKzlW7x++xNox4maBz76xJT7ILRDcBmeycKv9+Ed/WIkdw9eDzzTppCOaIke8UewpZZY37A6VhXIWhR9Av5dgyTvxboVyvBVZ0Qm5UTeMgyjy9dxypieRodAl56jFnoQYWhu+XoNHbWxR6fqfCsr1ZBML0gAJwBmStDOM6+zlvmFBUUbaDnC73HGjPj7CofruLdFiPYnljWJpZWmILc2REr0Tf8g7b7+QCWLa+wGu8SRyxTtbTWDIB1dQercC+05fQ4c61eDnw7bmF2sHVwytjSOaPI0dQ6fc9GxMGfI2xv74uSI92cSCBCABGG5bcVBBZfDaCJGk5Whcp4QIqFLBOoHE3ryKydv+C0C8LQmhArO1rTtd//2lThv0OvGb3XqUKvgaEhnsh8s3yy1+54jnTGJ4II7bSDLsbE8iV7yz6kBfh3/rKoZ8uQdHLpThlY418VrPDJdpo8UKbOssr8Gtme3wXWITRXqyiQUJQALRreTm7jCOA2RNklaqI7hO2xV/66pRtmwdnrRvbArrBBJ1p9QpAxmrwGymuWBYWbY89wdTG9xB8I0JDUBJmWUByBFtSpza/taz2Isdw2dMth5adB5La/Mv4LWeGS45p5j2V87U5Mlxse1KSAASgdz0bEQNGYhTq9fblaSVGgpHp+36Ys0c0Y20lQJnRa3MOtFcDVIzncdV2hSWlWX03TJcDQxDxN0yj55EHdGmSP2uszhWLG/QQ4KWSUORCz1RxdTaOEuTx2oaYa3U/jPXzAIkKg0yghYJXe4Va2kGFIGdATs3PRs5b8zHJZGNtJUOq1HrpVC2fGiu0qawClqrMzsBML823QyvJMH3QKFjwqUjYSpYAyY6E2uOFV4PPhN/+1ZQqAYZRzsAYNtz0xbWFjusiKm1cVaIFKHxkPJdkE/P2ZAA5AGIORAXtOmGTqOWYPCTszG2zyQMfnI22o5czCT8ODoYKQEWDz65xXpiFbQ21W5p8dqQlKQ4wXfJb2cc+p0jnluu1gB5VWmQcnifmbdRbno22o5cjH+1HQIO5kKLO+d6W7D1L0nOK6bWxh3yj8kV2gIjAADVo4KYytWqFuLwvvH3eecwrHV13r9TCvaMWp0Z68kR+NiIVHl5G11bVVwcPlv4KnKnrrda//HiMmTEySsa9I+HLtj83pbQohNyZ239EtE3LuuPy8FzxtDbaPCDY6beRk8e2sCc/8ldyDvrmMZPaNoese2v5Jh/7NdjJXihXQ2Xn1dMSAByMSoH8mi5gvpJ4UzlWAw7dZgGYLSUVdjdsCccSjmQmY7pfAUyw2tLDA8EvG33250nr8hOABJKbno2rnXtCe/fdtq393NRm1i8jUoDQ9wu2TILu/6+Ksl5nbHYEdtrUOj25e5T0txbMSEByIX0KNiFKQKzxiuJRinhRn/fLlf2FphY9g5ySqQox5WllLDYRVR5eeN3mQgJrN5Gczs8w1SfO4QzEAOhNkCAc94tVu07S/vFzHunVEgAYqBSI1xzIVbWeKnhAPh4q+CIOc+8TSfwatfaordJicjJ/dRUIHv9uU5ou6tCFppJMRFjUmOtx6tKg7Q/f0ffo8ecKuCyehtF3bEcxdwUdwhnICekWuyw9PQrtyyHfPAkBAlA5eXl8PeXfyRQoazJt203YA+xo8hKTWiAD+64sUGzJ2IokI1r0w5Ve7bZLC+WMCEnxDJaNrTHGf7gmLM0vawam6tBaiablP0JGfotemwNhleVRhFjkiXk0kfltNghjOHlBZabm4vhw4ejZs2a8PX1RVBQEEJDQ9GhQwfMmjULFy4IExTkirXosKxInpNHYz8XjapKg7A9vwnKV0N4DvKYWsRn8c7Tgn7PN2eTUFg1NpdCo+x6Eq2r2x7bF43Q56hDp06CXOQJQu4waYDWrFmDyZMno7S0FI8++igmTZqExMREBAYG4tq1a/jzzz+xadMmvPPOOxg+fDjeeecdVKtWzdltVwxS5tHqUbALkZkvYcWFIv0x09Voj4JdmPHlV4i4VoJPrJQhlLlnbph1PvA3leAVva6+OlW3gK3eitIQ3GbQWh69aD2JpD2kyL7O15PPmk3KurrtMWJfjtnvlbZFb8jvZxwfT4tL74nYEvkS4u+DW3byIMpFk+YMmASg2bNn48MPP0SvXr3g5WX+mg0aNAgAUFRUhI8//hhff/01Jk6cKG5LFYxUebRY7I4AuIVtklDESBgrN8wSMf74AXYKEGzN6ls5W1B9ruaTX0+KUk9EkJ/F487K2WQLvt5GlmxS9idkYPuiEfo2mrbZluAm57nxyx2nHP7t6zn2U8AYLi7k5NELuM4DsUJTBV9v5YYTZBKA9u3bx1RZYmIi3n//fUENckekyMnDZHe06d/671htk9x5NeBOiJWI0Vn1ScHpK7dFqadTRgx+PV5idlwqTS9fbyNTm5RWhYc90kXeFiU3bWuAxMjy7kyC/MTzbyoovoka1UIsfvfd/nN4qmWqaOdyNYJFN41Gg/z8fFy/7unuk9ZlbikieTLZHd26ivhbV3nbJskhxD9hHXtbMYBWsGW18xK7PqXj6225/0ul6QUeRnt2JEK7EMHtxCXr2e6lZuPRS/YLOYCr7bwcobmIObpsacOu374v2nmkgLcANG7cOCxevBiAVvjp0KEDmjRpguTkZGzdulXs9rkNulXaVbWxbZSz8miJucoUsy53TochF8Q2upfciF9mmAb41CF1qhOdZodvPkIhgtvPf1zk1UalQ4sB94K3nuyHH37A008/DQD48ccfcfr0aRw/fhxff/01pk6dit9++030RkoNi33Infu2DckArRB0rl1XhO3f4/R9YzFXmWLW9e3es4oNn64UOyGxt2KkNOKXI9Z6gdxSnbAixRa93LG20y+FnZcj+FjRUorN2at3XHIeZ8FbA3TlyhXExcUBAH7++Wc8/vjjqFOnDp5//nn88Yd9wzF3ZS1jrCBHV2l8YVqNhkThYkiUS1es9ypoZeRsxN6KkXJrR2mwJMWVG2Js0d+9r8GPhy6g7F6FcxopE5SyGAgNcE2M4+/zzrvkPM6CtwAUGxuLo0ePQqPRYP369ejatSsA4M6dO/C2kxuIcB1Mg1rXlzC960sAAM7ErkfOK1apUIrtk9hbMVJv7cgNe71AiD2OVAgV3Kau/gNjlh/EyP/Lc2YzmbG10Brayr7RrjUtn7stBpQxojkP3mLis88+i0GDBiE+Ph4qlQrdunUDAOzduxcZGRmiN5BwHFbvED4eJMrYBPJshG7FmGbCVurWjimudGBUYvRfUxf5Gg1q4ZP7cUzPNeegNs6YVMlHTaly0sNWynYhOeuywVsAmj59OrKysnDu3Dk8/vjj+lQY3t7eeP3110VvICEMllw0zshXY81dfuPRSxjd2b3zgakDfVF6V9qtALETMbpD0tSiG3dFqUfpc4tKZX2CNBTcetWLR9VhZRo5CxYAbNwfd1gM8EWsNDFyw6GNwoEDB5ode+YZtmzDhOthWY2yrlhPX77N9DLkn7th8fih82xJGeUIqxF0ZkKYLFbCpoLtDXUUdsbXdXhwNq3vkwmPou3PZVbru35HXi6yxwREeSYsI1dNgy3vNHvvcbw6AFdvWe+77rAYILTwFoA++eQTi8dVKhUCAgJQq1YttG/fnskeaM6cOcjJycHx48cRGBiI7OxszJ07F+np6foy06dPx4oVK3Du3Dn4+fmhadOmmDVrFlq2bGm13qVLl+LZZ581O3737l0EBAQwXCVhjZk/HUW82v49rNBwLvNEcISb9ypw5EIZWlSPhJeXfNspFEPBNikiEFXXhWlBDOv7pGNHVK3/n9Wyn2/5G5N60La4YpGpcMPCyt/POfxbltFAqizvhLjwFoDmzZuHy5cv486dO4iIiADHcbhx4waCgoIQEhKCkpIS1KhRA1u2bEFycrLNurZt24ZRo0ahefPmqKysxNSpU9G9e3ccPXoUwcHBAIA6dergs88+Q40aNXD37l3MmzcP3bt3x19//WUz31hYWBgKCgqMjjkq/Mh1lUM4zmMLd+HEpVt4t38WnmYwigTAPCHIQftjCWvxawjPQszxTCmhIfjCcl1ytvNijdjfIysOPyjck0sIvL3AZs+ejebNm+PkyZO4evUqrl27hhMnTqBly5b4+OOPUVhYiLi4OIwfP95uXevXr8fw4cORmZmJhg0bYsmSJSgsLERe3kNPgiFDhqBr166oUaMGMjMz8dFHH6GsrAyHDx+2WbdKpUJcXJzRhyB0nLh0CwCwNl9rvHnhhv3kh1/vPuvUNolN45Rwo7/FnqxK77i3y7NV3HPON0PJW4YXBNp7OSIkDs+uLuicUpAYHih1EySFtwD05ptvYt68eahZs6b+WK1atfDhhx9iypQpSEpKwvvvv+9QQMTSUq19SGSk5TDe9+/fx6JFi6BWq9GwYUObdd26dQupqalISkpC7969cfDgQatly8vLUVZWZvQxJDMhjOeVsDGxWx282auuU+pmYUDjRN6/qRbqj5pW8sIomc0WcjuZsv5IsQtaIh6rX2ljlLahypofuwlnrrLlzHL3mC/OYOP49lI3gZlTIuVOk4ILLs7mHh3ih94N4l16Tlt4iIwuGN4C0MWLF1FZaR71uLKyEsXF2gkiISEBN2/yyxHDcRwmTJiAtm3bIisry+i7n376CSEhIQgICMC8efOwceNGREdHW6kJyMjIwNKlS7Fu3TosX74cAQEBaNOmDU6etJwNes6cOVCr1fqP6dZdoK94+7o6F+MgP2+80qkWYsOks0mqGROCx5sm8foNxwHZtaKc1CLlMZDn/XM1h97uzvs32wouO6El7k3deLZFkp+PeJmzX2qvzIjqcseS8NQoORw9M23tIki7vTytdz2cea8XIoP9bHr5OQMlJ8jm/TZ26tQJL730kpFG5eDBg3j55ZfRuXNnAMAff/yBtLQ0XvWOHj0ahw8fxvLlyy2eMz8/H7t27ULPnj0xaNAglJRYX7G3atUKTz/9NBo2bIh27drhu+++Q506dfDpp59aLD9lyhSUlpbqP+fOPTSgc/TR1ogOxlfDmpkd170mEUF+8HZj41s5Y5iP7I6A3GSPNUnCh4/b1kTKiSEtU6RugqJQB/oiLTrY7LjpVmKwnzdWjGjlqmbpCQ3wwZMt6Jk6A0MHjlY1IvH6IxnonhkrYYvYOPBWN5ye0wu1Y4219B3qWLeXFYqzks66At4C0OLFixEZGYmmTZvC398f/v7+aNasGSIjI/VJUkNCQvCvf/2Luc4xY8Zg3bp12LJlC5KSzFfUwcHBqFWrFlq1aoXFixfDx8dHfy4WvLy89HZLlvD390dYWJjRRyib/9kRXevZf2FiQv0Fn8sRQv197L4UXirgpQ7Gq8wrt8qd2SyXYJi37a6DqTkWPNUEswdk2S33xdNNsOzFlsiIC3XoPGIS4m/u8/DF000c1nA6eu+Uwj+714G/HY1Ni+qRODKzJ9SBvi5q1UOya0XD3hKtQZKaqe89JaJwfEbirbP7lbb3elkUFkF+D9+VFSNao1UN+1rvxikROP5OT/uV86BZqv2I0p3Sq6FmjFbguVehQd7Z66gyucZu9WItagzFGM8Pnb8huA6p4C0AxcXFYePGjTh69Ci+//57fPfddzh69Cg2bNiA2FjthN+pUyd0725f9c5xHEaPHo2cnBxs3ryZWWvEcRzKy9kfHMdxyM/PR3y8a/ZoWdzEdSRGSGOEtnVSR2QlqpGVqNYfM1XP109U4/m2aQg1mThZUkIcKHTvxJj1E9Xw97EvOPTMikd2Tevbtc7GcLAvuWmu2k+KCMLE7nUcqvuD3AL7hRTM0NbV7ZZ5p799IViHq/IzGdI0NQJv9qqHyT1thyOY9Y/6eJfHtejIPWK++v8+z3EXdDHQmM7+DhAV7Gd2zJbgpFIB3l4qBIhoLgEA/r72p+h5TzTSL2Zf+O9+PLZwF77accqoTP1ENZ5tk4b0WGNh+Nu9heI1VoE4vCGdkZGBvn37ol+/fkZxe/gwatQofPPNN1i2bBlCQ0NRXFyM4uJi3L2rteC/ffs23njjDezZswdnz57FgQMH8MILL+D8+fN4/PHH9fUMGzYMU6ZM0f89Y8YM5Obm4tSpU8jPz8fzzz+P/Px8jBw50tHLBQDUrBbMZDVfo5q52lyuJEdqr6dBkhrJJsIYByAmNAAbJ3TgXe97vxy3+p3Ue8ZnRMhgnBwZJEJLXMvvZywLpS+0q4H+jRJ417fnlDzd/cWkcUq42ft8qezh4ovXAkaibt+2djRe7ljTbrl6CWF4opnt0CWeAl/zBLmYwez8SxuYccdJ84z1ceoA5JoY4fswXqe7enw6tCQ5f/481q1bh8LCQty/bxwx86OPPmKuZ+HChQCAjh07Gh1fsmQJhg8fDm9vbxw/fhz//e9/ceXKFURFRaF58+bYsWMHMjMf5lopLCyEl9dDWe7GjRsYMWIEiouLoVar0bhxY2zfvh0tWrRw4Gotj1tfDmuGF7/ez7suuYVisaXN0b3UYrd5a8FldMqIEbdSHvx+5ppk55YrI9rXxJr8CwC0wrAl2tephu0nPMtAes6ABrhYehet52zWH/to4wn9/2X2OpvBZ2JukhKBGtHBWLlfWg2Oq3m+bRo2HbuEsyIsjMTGGYJVo+RwfaT++klqHCy8Yfc3BZf4OTUpBd4C0K+//oq+ffsiLS0NBQUFyMrKwpkzZ8BxHJo0acKrLnuagICAAOTk5NitZ+vWrUZ/z5s3D/PmzePVFhZUKhVqxoQgNMAHqVHWNQCG20ruiFABYv/Za5IKQKz0zIxTnOu7DiEG9tYE3ul96qHzv7Y5XC9BuILLN/nZtQxokohLZffsCkC2ZitnLWydIQA1SFLrBaCjF4THetp49JJiI77zFoCmTJmCiRMnYubMmQgNDcWqVasQExODp556Cj17imsAJke+fs6+Fsl0n9XdYImZo3Qm9UhHm1rRoglAclGRW8PWAO7v44VH68cjwWT79+Y983AYhG3k3g/EgCWoqDPZeoJtfOqUXg2vdKqF6lHCTRbk4ORgC2vdrtyOwTgLuqCySoS3DdCxY8f0iU99fHxw9+5dhISEYObMmZg7d67oDVQictvmYsETBmZWnmyRjJZploNxKg3Dx+pot5z3RCPMe6KRXY8od0WsdyPYgheeUOT43q4+WCR1E5homByO5tUjRXkuA5rwDyorR+QuyIkN7xEtODhY74GVkJCAv//+W//dlSvmhldKx5FJw9agdOSByrFIYKh2Plgy3NY3UQRhbdHQpsIrcSG2DLQBYFSnWmhWXbgA9MFAeeUJsiSYW3KNJ9jhs9hxxMtKTnRWwLY1C692rY1fJ3bAMAYvP1ZYPGOdhZhC8Ppx7T0qPh1vAahVq1b6NBe9evXCxIkTMWvWLDz33HNo1cr1wcAI+wh1v7X3OnTPjOMV4VZOKtOGSeFmx8SK6WIYHdhWHq6PBzcS5XyGWLKvszRIV7cQ6G/HCfdbyBBsSDmRu4qY0ADUrBaCSAuu7gSQXTMK2TWN4x65csHuSngLQB999BFatmwJAJg+fTq6deuGlStXIjU1lVdwQndGbltgKsYGsZazBIttlA45RQ7dbSFze2iAOAKQFMHxxCDHyhaGkP5BiE+aCLYrfHi6lTKiTn+2+S/BdZy/Ls8JXwztjL0a/u/5llj2orEyY5mbxgvirRqoUeNhNMmgoCAsWLBA1AbJESEqxg51qmGbxK7DLO8MB87sxeCTPZwlUqocKS5znsGmkuQFJbVVrkSH+OHKrfv2C4pEhIs1GPUTwy0eF5p5XWxK7HiBlVdqcKdcY/P+3SqXp4F/oK+34La520Im58B5nLl6Bz0z41CPZ+JyQXsjt27dQpVJimkx0kjIFdZuY6hGHtg0SXIByBbu9SrYp1Jj3F8Ns6WbInXARjEwvAZXj3vDs6u79oQS4AlbRvYovausIHnt5m5Byc1y7HujC2J4JKOWw3jgZrKLKKw+WIQdJ68gNsyftwDEewvs9OnT6NWrF4KDg6FWqxEREYGIiAiEh4cjIsJ+3hJPQG6dlKU9fxaVQWPlBeczSBid16FfOZc7Jvmr6vAIWRAmwJYqI876i+mqcVVu/ZIQTpxB2h3WqL5CaO/EpJquQqch2s0zkrnYaS4cgV5hc3RRr6eu/pP3b3mP6E899RQA4D//+Q9iY2PdTp1mie8eREY9WcJmvNsjM86ZzXEapy4bJzEUOjHfUMDKkM+euo83v/WC4bvxVMsUrDt0gdfvxYa0FdLx3oD6yIgPRaVGXGnXl2efFMqzbapbjAZeKyYEfzGOj3Ih2I/f9PdIlvVxXW7TYKCvt9snKxYD3gLQ4cOHkZeX53D+LyXizLgWoQG+GN+1DuZtOmG/sIO4auJrmRaJvacfRok+fK7UJecVgh+PCUQOKnBWpGhpm1pRUAf64uc/lBk925kMbqE1ID7txEzplRaSgCqpz4oBi31MVLAfrt6+r8h8fmV2go/2b5SANfkX0KpGJLYUPBRUPa0fsMJ7+dC8eXOcO+dZuWKciTrQF692re3Uc9hanYipwasZEyJaXXLkuoISAj6aFc+rvBhCcmJ4IFIilZMI2BRH7oDh62NtjvG04HJS4mgmeDmKB/HqAF6OKKwIHfI7yGgb9M59YQbhvDVAX331FUaOHImioiJkZWXB19fY1bdBA3kFf/NUhrRM0bsuWurvnrog4JsnyBU4Y5DrkF7tQd0P0WWK5oujfeXnPy5iet9M+wVdRGJ4oCTxTPo2SnD5OR3GzuRYL17eTi4OT+4yHA9VYHv3jKK9P7gB12ws1qwlO2YlTEbhPSoEbinz1gBdvnwZf//9N5599lk0b94cjRo1QuPGjfX/uiNZiY6/9FK9V6H+PoI7ujsybS1/QzlHMRyLXd4PJOp4jzdL0v/fnjuyq3miebJT65fhHCo6sQ46RLiK4xeNs5bP7CcfAdyVHHqQ7NQSzVIdj3KfFh2MMZ1rOfx7sRFq989bAHruuefQuHFj7N69G6dOncLp06eN/nVHmqZovdvGyujBs6BfPTi4LJrcU5kZfm1RZCXAWRRFhRWFmtVCEK+W5yQ5tkttLHyqidXvP7ESQM9dBJtqof5OqXdNfhHqxBpvf0sV+sN04udr6EzYp05sKDaMby91MwAID6rLu3ecPXsW69atQ61ayhIGhMB3APSS0CWgbnwYjl0sMzpmS0q21dJgf2Fun/c18vNCOHP1jtRNMMPRLSZXB95TMhzH4fn/7sfm49YzhVeIkBnbEpLmiTL4f7PUCPzyp/gG6n9duoXJj2QYGb9vK7gsC1uRRinhUjfBI+A4ThKP8KsCxz/eGqDOnTvj0KFDgk7q7tgKrudKdLYlrmpNjMkK8/Mtf1sp6RnIzTXWFkpqqyPcrdDYFH6ciTPvbbw6wGKyY0s4KzClnDVklrSRjirG5XydUuMMwdoV8NYA9enTB+PHj8cff/yB+vXrmxlB9+3bV7TGyQFDt25WPCE2kiUsJRa1xpkrty0m4iT4YL+fBbkweJuztlikoK7MjX11DGiShFY1opD93mann0u3oEqKCJRtrqxZPx+TugloX6eaxVhJrmBrgX0h3xnT0/4z1/FofX6ep2Lw8a8nBf2etwA0cuRIAMDMmTPNvlOpVNDIcNtDCB/kFmBY61TtHwoTbHRbK6wCWYi/j1Ny4CRHBmJa70y8+PV+/bGvd5/FtD71RD+XLcruWfeMkPLROp7Tyf6alG/wRiEEKdzewjClQ5Afm+DI0m+MjOE91f1SBvj5OO9dcMaiN9YBWzolheoQA6HzFe8eUVVVZfXjbsKPjio3HrRcNfGnRkkfdExjw2XSGbY0rLYfbWpGi35ugj98UyMAgL/PQ0GpiUT2JlLaHBJaEpxg+J8WJZ6GXKwZ7KaNRaQScW0cdYXyzR5tPJ0zTozi6gz0GiCBvyfkia3cRM6ILUTY5qlWqRaPO1s+iRNx8mVpa5eMGLtlTly6abeMq4lzogt/dIj42789bKTeMMQFKeD06BaKyRHSL2irHAx6aQiTALRixQrmCs+dO4fffvvN4QbJmV1/818huprsmlFmxywNapYmSKFRNeVORZVzvHxYcIZNyaQe1tPR8BVexRhDm1fXxhcJ9n+4FVZSdk+EmsWlaar9pM1izimSeoE5QQ7uVs/+xOxo0E1n0qtBPIpL7+HabSdoe53wiGszRtYPD3J9CI9Axi1iZ1IqQq5JJgFo4cKFyMjIwNy5c3HsmLmRWWlpKX7++WcMGTIETZs2xbVr/A2HlUAzhoHTlMwE1xpTGq4G9N4OjAOwYIFa5pr4FfukS+GillH0VGcwqFkSWqRpBaDBBgEHdYmEpcbwHejvrMjMHqp023y8BLWqKSMNjjNzsSkFT3XSsQST1eK2bdvw008/4dNPP8Ubb7yB4OBgxMbGIiAgANevX0dxcTGqVauGZ599Fn/++SdiYuyrSD2FmnIYGGzGAaKXwVm4yzjDdzstW4Y2TT4GoSlcbaztjH5Qy4G8e86c+LxcuQ8jEs5qsViG7iqVCokRgcBpUaojLMA8EvTu3Ru9e/fG1atXsXPnTpw5cwZ3795FdHQ0GjdujMaNG8PLi0yKpKZpaiTuV1ahSWoEtp/UqqHlODR9v/+cy73ACAIAYsLcx13fHnIIRugJOGshqZQI9e3ryG/RwwLvpVBUVBT69evnjLbIHiWs6HtmxaHnA+O5GeuOAADOyiD6salb8U0nuNsTlnFFElAlGcw34BGvSunUdcIWvBw8Oi3hbh5KSkKKbbVl+woF10EqGzfmQqnWALVYBoaoSSZeA7EKWIXLfa+cVehg2S6R+aW6HG+DLR0xY/d4K3CryJTkyCBBCaKdRSVDZnAhBtA+bvDs3AmNq7zACPeFJj7rNEoOl7oJZhjGG2F1f3a1csYd+tTkR8RLBGwoSKeKGNuF4M9HGwsc/q2tBZE79HlPhAQgwuM5fP6G1E1gxlCYsRUHiDDGx0uFDePbY8P49gjx90FYgOsMoZU0NyqprWIi97hZrN7Eof6W+7Uztqj/0ThR/EpdjLJj1xNG1ImVgceZAvlmz1le5Z0ZUp9wDiqVCnViQ/V/u/IZniy55bJzEZ6Nt0wScSsFGsk9HFuvi1iLBiUZyLLA6pnhjKHI8F7ask1xs1uuaC7flN4GD3D+No3SNAKG98NdxigSf/jBWwOk0WiwdOlS/PrrrygpKUGVSXTdzZudn5WYEE5MqPPCwhPyoqKSJQK2c4bO6tHytHnpkhGLlS4K0ugMY/rxXeuIXqcQKMAgoUR4C0Cvvvoqli5dil69eiErK0v2njJi4kGXSthAad2gUsIUINWckCNJDHrWjxNdALJmR+KM/uLPuIXnquzzt+7JP6yFCsDfl/kJaqyOX1EhD7XCdWJDseOk/FKBEObwFoBWrFiB7777Do8++qgz2iNrnBk1OTkyEOeuOTdWi7NRmmBAOJ+lu86gZQ3z/HSehNssnNxkm4gPLAv8lMggo+ji/2iciMU7hYdvNo2dRogPbxsgPz8/1KpVyxlt8Wgy4sSPq8GUodiFg7PSbATkjhLmo1/+LJa6CZJD6Wbcm8Jrzgk0GxsWAC8vFXy9VfBilKKl2pH55Y+LkpxXKLwFoIkTJ+Ljjz92mWrVUxDjdprHhZLHMzp/XdmaLVOUtu0rtG+546ve2oVaKSV1F9a+zSLUHS8uE9ocj2fKI3VxctajmNyTLS4Vy9MTqzsaOoOs+F0eSY/5wrQFNmDAAKO/N2/ejF9++QWZmZnw9TXOcp2TkyNe69wAEhTlj9SpQuQQg0RJk7QYBPh6I8TfB7dckJKFdfVuSqCvN/x9vXDjjnNTPDgrtUXR9btO0Ww7ihiRg6XCFf3UlKhgP1y1ETl7SMsUfCXCVp+UMGmA1Gq10ecf//gHOnTogOjoaLPv+DBnzhw0b94coaGhiImJQf/+/VFQYBypc/r06cjIyEBwcDAiIiLQtWtX7N27127dq1atQr169eDv74969eph9erVvNrmepT7ciqdvaevOadixnmPtkjcHAcf78gONZGgDpS6GcxUC5WnwbuOf28/ZXLE/h2RS/YLoY4MNWTqjSk1TBqgJUuWOOXk27Ztw6hRo9C8eXNUVlZi6tSp6N69O44ePYrgYO0Dq1OnDj777DPUqFEDd+/exbx589C9e3f89ddfqFbNcqbj3bt344knnsA777yDf/zjH1i9ejUGDRqEnTt3omXLlk65FqVCk69yEapc7FU/XpyGKJR68WHYd8ZJwq8HMrh5MhaZCRnKpntmnNRNEIUIhWSVdzW8bYA6d+6MGzdumB0vKytD586dedW1fv16DB8+HJmZmWjYsCGWLFmCwsJC5OXl6csMGTIEXbt2RY0aNZCZmYmPPvoIZWVlOHz4sNV658+fj27dumHKlCnIyMjAlClT0KVLF8yfP59X+0wxNeKNDqFO5SiXysqlboJFutaNlboJLkMOW2+u4n5lFZbvK0ShwXbndyNbIznSsobFcFkQL1ALY7rEGNg0ifm3cn1Cw1qnSt0El/BolrIWCWJuZSt1W7z0LvuWMW8BaOvWrbh/33xf8N69e9ixYwff6owoLS0FAERGRlr8/v79+1i0aBHUajUaNmxotZ7du3eje/fuRsd69OiBXbt2WSxfXl6OsrIyo48lUkz2ytvXsayBIpRLUgT/ya5Tuuv6gRKyictx4Pxq5ylMyfkD7T/Ywvu3Qu+5ozZArsIRTWKaQrZU3MUEk/06xOxr8u631mjzHnswZuY4QIYal6NHj6K4+KF7q0ajwfr165GY6LibM8dxmDBhAtq2bYusrCyj73766ScMHjwYd+7cQXx8PDZu3Ijo6GirdRUXFyM21nglHxsba9RmQ+bMmYMZM2Y43Ha5Qt4//OndgP+Kr23tathScNkJrTGnTa0ofLf/PF7rmc78mxrVgrH/7HWbZZQ51LGz+++rTj+Htejqjso/rpKbxNAEHrtYhmbVI0RoDUG4DmYBqFGjRlCpVFCpVBa3ugIDA/Hpp5863JDRo0fj8OHD2Llzp9l3nTp1Qn5+Pq5cuYIvv/wSgwYNwt69exETE2O1PlN3To7jrLp4TpkyBRMmTND/XVZWhuTkZAevRFm4cnE6pnMtrD5Y5LoTuiGGQmmwP1ugtKapEfhu/3mbdTkLuSTozUxQOz06b1aiZScQKYVLvs/Y28EBYcaPR/Bm73oO/VbOyFx5RwiEWQA6ffo0OI5DjRo1sG/fPiMDZD8/P8TExMDb27HIlWPGjMG6deuwfft2JCWZ748HBwejVq1aqFWrFlq1aoXatWtj8eLFmDJlisX64uLizLQ9JSUlZlohHf7+/vD3l7cHAwtSu9wrLT6O0pGTi7E1imQSA0oniEmxbe3oe6GC69/pQAejD9++r8GUnD9Ebo1z8fN2v1zgQobgDh5o0sHcA1JTU1G9enVUVVWhWbNmSE1N1X/i4+MdEn44jsPo0aORk5ODzZs3Iy0tjfl35eXWjWhbt26NjRs3Gh3bsGEDsrOzebeRIBzF1MOuYXK40+o2hTVjvQ6hdi7Wpunb9zWC6nUHTO+sVMsEV69P3lzzp2tPyBNDm84uHuT8YA2+XqGRbuBZxjsXGAAUFBTg008/xbFjx6BSqZCRkYHRo0cjI4MtWqWOUaNGYdmyZVi7di1CQ0P1Whu1Wo3AwEDcvn0bs2bNQt++fREfH4+rV69iwYIFOH/+PB5//HF9PcOGDUNiYiLmzJkDQJuwtX379pg7dy769euHtWvXYtOmTRa31/jgzPHDGQs9W0GsdMg9doccUYKiq4OBYTZLqIPUKGUYtSoSBfQXZ3BHQcJvwyR+MeyE0q52NK8tWTmaY4YHPRSAYsOUOY/w1gH+8MMPyMrKQl5eHho2bIgGDRrgwIEDqF+/Pr7//ntedS1cuBClpaXo2LEj4uPj9Z+VK1cCALy9vXH8+HE89thjqFOnDnr37o3Lly9jx44dyMzM1NdTWFiIixcf5iLJzs7GihUrsGTJEjRo0ABLly7FypUrKQaQBWpWk4eNhlxgEW6UIACJSUcXerm5I6YCqBwnM0I87HnIje1S22nn9rChSTC8NUCvvfYapkyZgpkzZxodf/vttzF58mQjzYw97O1vBwQEMKXW2Lp1q9mxgQMHYuDAgcxtcQgRR7JRnWvh1+Ml4lVISM6NO/dloWET6uUTGuBrvxBhFVOB+eWONfFDnrlROuEeBPs7tLFCiMA1hl0PQ3hrgIqLizFs2DCz408//bRVN3NPRqXSZvO1R6CvY8aHhLj4+4j3HMxSD7lxXAG5X1rJTa3N4K17xkHSXNFuIatyud9XQlpe6VjT6G9P12D/a0OB/UIG8BaAOnbsaDHg4c6dO9GuXTu+1RGErIgOEU9j44jmxRlu45TuBHjvl+MAgAOFN1x+brkHQiTkT7KVAK3hQaSdNaTsHr+ksbx1dX379sXkyZORl5eHVq1aAQD27NmD77//HjNmzMC6deuMyhKEDiVEMRaTYD/+qvAemXE4cekvJ7SG4IOYIR0crSpVZtGWwwIfTrZylOkulDoecsHaUsUZl9m9XiwOFtoOTGqKo+EJhMDnGcs1tZE9eI/Qr7zyCgBgwYIFWLBggcXvAO0AotEoxwuAMCcuzHJkW0dxF0+jZ7PZwjUkRwbZL2RCkANCkz18fSyPZLS94hocFRba1YrGZ5tPWvyuQbIjXkvCpvMAmW/T/3pMGTaU8Wr+4yprgEoxtb0ylHFFh/cWWFVVFdOHhB/btEiznO9MTpjmPnNH7KWIsEStGONtKjGD1QX6ihOczXDbxcfLtQHf0qKDUS9e/kEaXYfjU4m1rmUt7YaY5yDkg+mYYw05auZcCd/LFzQy3rt3T8jPPQZLA0zjlHCXt8MZpBhoOViMvQnb/KMJe6ZwW/hKGOXW38dbMckyXYGUO79+Pvb7AQlA8scVUfbFyAmnNHiPkhqNBu+88w4SExMREhKCU6dOAQDeeustLF68WPQGyhkh3UVKw9SJ3eqIVtcL7R5uB2XXtJ6gVimEBhhvQYnpnVeTcRVnjYy4UJFaosVVA16VmTsc4SpiRd7GJtjokemayNIkvBrDNyAjbwFo1qxZWLp0Kd5//334+T2MBFm/fn189dVXfKvzWKRUVdI7Yx3TGB5iZrh+qmWqoN8H+XnjubZpWPJsc15h66VWi/94+IK0DZAYuWeDJ8THlmAS4OuN5tUj8Wj9ONc1yEl0klmQ1C93nOZVnrcA9PXXX2PRokV46qmnjPJ/NWjQAMePH+dbndvBOmiZFku1YW8THcKWc6VTegzbyQlZoVJp9/hrxYTY3C7hANSND0On9BhF2WeduHRT6iYg7IFmr0Y112/NmbrBy92YWAistiqeTLC/D8Z2qY0FTzW1WqZLhmNjuatl5ji1Zfd8pcBbACoqKkKtWrXMjldVVaGiosLCL9wHZ67IbHn/9G6QwFSHaUK/R7LkvcLYySMXjpwQux/4enth04QO2DShA0VddjIj29e0X0hkTLtLLI/o4KStJfjgClshd4K3AJSZmWkxEOL333+Pxo0bi9IoJcPa/fj00wBfb7zTLxPTetdzqE1ypbySPAVdgacHQrxXodEHSLtz3zhQmhSpSnx4GKiL6WFIc6PrcJXg2qaW8u0upYR30JG3334bQ4cORVFREaqqqpCTk4OCggJ8/fXX+Omnn5zRRsVj6WXgMyn5+3hhaOvqqNBUYeZPR8VrGCE5w7Ormx2b3DMDc9c7vp388eBGjjfIDblrkJX8tkmG8ond0vH04r1OPb/Yq3I55JfzFOQuNCppK9wV8H1evDVAffr0wcqVK/Hzzz9DpVJh2rRpOHbsGH788Ud069aNb3Uei9xfLFb4LlA9O3Q7283y8bCI2e6Ou7zrBCF3+M5HDoWd7dGjB3r06OHITwkZ0LWua1w0LfFIVjyW7yuU7Pxyg8/k6GhOKaknYGdEt3YUKe6FkC1IsgEiXIUnutRLFy3Nw5FyTnIkFDshPe1qi7vf3zhFPBd/Mww6eKPkcOedx0mI+X7GqWnLSkoCRIquLgaWtrwt0bmug15gLNngGXu31AsnV8C0NIuIiGDex7527ZqgBnkMPHpXS8a0GWIHyiOcDx/tQPd6bF59rCu5zg642iaGB6LohuNJJ5XKC23T8NVOfjFGdIQHsYWxEBspJjAxjbbdkdqxbGEC6sQ6Npafvy7eu8lXc3n4/A00SAoX7fyugEkAmj9/vv7/V69exbvvvosePXqgdevWAIDdu3cjNzcXb731llMa6emkMwo2EcHSDLSejpAs90oLP//Go3UxatkBqZvhcrwFpHmRaiH9QlvjpL0esKAnJOTKLeVlhGcSgJ555hn9/x977DHMnDkTo0eP1h8bO3YsPvvsM2zatAnjx48Xv5UKglVTRoOR/KjrYALPx5slY8aP8vXOk6KvDWiciP8dvijBmeVHu9qORcv19/GWrRGQtRQb7etUw9+Xb7u4Ne5HUwe3pwc1S8J3+8+L3Br3hffmaG5uLnr27Gl2vEePHti0aZMojVIKloyJnREHiHANcgvr7ig9ZRAA0zCy+b82FEjYEuDPC6WSnj/OQZu7QD9vi/JPcoR59N0mLk6unBRh2f06M0Ht0na4K16MWmU/k5hSvRiD5hJaeAtAUVFRWL16tdnxNWvWICoqSpRGKYW68WxbU5b2xS3tr/ZrZLvzirW97suQIdodEcsYUu6BBU0HRWvCtqvMNQ4U3nDNiazwjpvFzhrbpbbZseaMdoKWILsd8XHVLXXntCr2aJYq3ImDt3/qjBkz8Pzzz2Pr1q16G6A9e/Zg/fr1lAyVB67QAFk7R4i/eG7JSho8H2+ajNk/yz9fndLsggjCfZH3YscUZbVWGEKEfh28l8TDhw/Hrl27EB4ejpycHKxatQpqtRq//fYbhg8fLrhB8kZZ3UtBsolLCAuUXxBGekaEGITIKNaSEomQyFNP6XSoI10qDl9vL0QIDKzr0FvTsmVLfPvtt4JO7OkoS5QSj8Rw6WIQCfHWsoWStGCEg8j8EQeJqNVVKkLeb/HTi1juMAkKz55uitQ2X690rIVZPx9z+PeeaQwiA6TcApOSfo0S9f9fvu+cy88/9dG6Lj+nLSw9o/BA5a1GPXHbLsmCMbLYiJsMVYYDgoiEBchfCOzkQOwtwjp1BMa+IwHIBVhMhspjMGIJpNYgyVwS9/eRt4Hc72c8K2gm61z2aIN4YecR9GslnVRaXmpfQ+omEIRoKPEVFur9SAKQyAhZZFmbIB1V7SZIuN0kV3pkSu8ibgifBb6/w15s4q38HenfKZHSZqw2vMd9G7K5CSdL3GYdSpyUCOkQU8mXHOle23WWIAFIABY1OxJZ91iaSOXuri0FEcHyM4RmpWY1tjD6hHVY3YYjFRZV3dKbTqZphBD+7/mWUjfBLqEBwsZzEoAkQuzteE+0wXAEd7eDIMw5WXJL6iY4DKsQI5du7SsgZQjhGlj7iifEGHLIauz333/H999/j8LCQty/f9/ou5ycHFEa5u5Y0s6QCON8xIyBRBDuQHcRt4XjrKTIUCpyESyVwN7T19A5wzw7gpzhrQFasWIF2rRpg6NHj2L16tWoqKjA0aNHsXnzZqjVFAadFaV5gakZY+gYpkBQGjTYEbyQeYdhXVB1qesenklPtkhBwbs9UaNasNRNEUTD5HCpm+AQK393vVcvIMyzl7cANHv2bMybNw8//fQT/Pz88PHHH+PYsWMYNGgQUlJSHG4IIW+eaknPVofM5z1ZYC1XlFKRk3bW0ba4e7f18faCv483nm2TZnRcLrZQrL4soRJpqeVyn1wJbwHo77//Rq9evQAA/v7+uH37NlQqFcaPH49FixaJ3kDCcVwx4Jm+M4EK2Df+Z/c6Fo+3rWWeDFWKQUHswIpWc4E5cVo3tB8ovHbHaeeRG+62BWSLER4YBuDNXgK0DYwrJyHvJTm+8IO3ABQZGYmbN28CABITE/Hnn38CAG7cuIE7d9x7oKvu4PaOpfnMSUGJJadxivAEdc5GbSWuUq0Y8rIi2HHNAoNtMhTSFkfl7UfrC4tX5SwCnJjsmTVitKV72jHdPbYa5YaQuGm8e0q7du2wceNGAMCgQYPw6quv4sUXX8STTz6JLl26ONwQJeDjLd6L5YikLqWnF237EITr0AVZZPcCoxdURx/GWE+uprMbRoEO8pNe4x8kYNeB92bjZ599hnv37gEApkyZAl9fX+zcuRMDBgzAW2+95XBD3AaJxqEW1aPMD9KgaJG0KPkYSQbKYAAh5EdUiPzjEMlh8pMrsWrzrVClG2dbIipE7BxqrsWhLbCEBK2E7eXlhddeew3r1q3DRx99hIgIftsfc+bMQfPmzREaGoqYmBj0798fBQUF+u8rKiowefJk1K9fH8HBwUhISMCwYcNw4cIFm/UuXboUKpXK7KMT3JyJ2CLHaz3Tmco9Wl9eEY6tIYdBs1l1+WzTdahjbndEuI44CxOVEDwpHledWPM8TJ5z9bYZ2irV7FjTVPmMO4QWh83NS0pKUFJSgqqqKqPjDRo0YK5j27ZtGDVqFJo3b47KykpMnToV3bt3x9GjRxEcHIw7d+7gwIEDeOutt9CwYUNcv34d48aNQ9++fbF//36bdYeFhRkJUwAQECAfA0VLyhlLxq++Xu4Vq1LpKwYhSKXtEVModzedopzsvoa0TMGyvYVGxzzRM0co3l4qPN0qRf9/MXFNAlzHf0tKf37wFoDy8vLwzDPP4NixY2YTtkqlgkajYa5r/fr1Rn8vWbIEMTExyMvLQ/v27aFWq/X2Rjo+/fRTtGjRAoWFhTbd7lUqFeLi5KEVqREdjFNXbjv0W2EeAYRQWO5/kB/ba5SZ4Flxsvx9vFBeWWW/oEIRPZq7QVcTw5vHdCJlbe+YzrXw6ea/BJ9fKny9vfBu//o2y7B6q5resiYKcPIQk9SoIJy96r7OTbzVC88++yzq1KmDXbt24dSpUzh9+rT+c+rUKUGNKS0tBaDdZrNVRqVSITw83GZdt27dQmpqKpKSktC7d28cPHjQatny8nKUlZUZfcTknz3Mt7HIaFE6fLxUmGThmTiK2KtMQrlM7C5ev+KDmMNJtEhaWkqLYQxp8+QHbwHo9OnTeP/999GyZUtUr14dqampRh9H4TgOEyZMQNu2bZGVlWWxzL179/D6669jyJAhCAsLs1pXRkYGli5dinXr1mH58uUICAhAmzZtcPLkSYvl58yZA7Varf8kJyc7fB2sKG1ocKf4Ej7eXnixnTximLjPXZUnN+7ct19IRGJFigPEV6CRUz/SReZtX1se9m0vdagpdRNkRTClA9LDWwDq0qULDh06JHpDRo8ejcOHD2P58uUWv6+oqMDgwYNRVVWFBQsW2KyrVatWePrpp9GwYUO0a9cO3333HerUqYNPP/3UYvkpU6agtLRU/zl3TpqQ3mIvEFyhZKJVDSFn7tw33pJ3NMFjeJCwrNOEdGQmmC+WO7tJ+g9HoHyID+F9J7766is888wz+PPPP5GVlQVfX+OBoW/fvrwbMWbMGKxbtw7bt29HUlKS2fcVFRUYNGgQTp8+jc2bN9vU/ljCy8sLzZs3t6oB8vf3h7+/a41z3XUHbHTnWli+r9B+QQXj7EdHMqXzcPTZPdYkCe+vN3aqEKIVZbWPEjsqOKFlkkRblSzQI3cdvAWgXbt2YefOnfjll1/MvuNrBM1xHMaMGYPVq1dj69atSEtLMyujE35OnjyJLVu2ICrKQrwbhvPk5+ejfn3bhnFiwCrYuKn8g8TwQNSJDcGJS7ekbgrxAKnszWpUC8Gxi+La07kLQ1ul4qudp6VuBiECAxonSt0EPZbe9BZp1m1qxeTGnQqXnEdMeG+BjR07FkOHDsXFixdRVVVl9OEj/ADAqFGj8M0332DZsmUIDQ1FcXExiouLcffuXQBAZWUlBg4ciP379+Pbb7+FRqPRl7l//+He/rBhwzBlyhT93zNmzEBubi5OnTqF/Px8PP/888jPz8fIkSP5Xq6iEdNux101VoR9HNVCLHiqCQDpkjt6Ok+2cL4tI8GO3GNEyb19zoD3yHT16lWMHz8esbGxgk++cOFCAEDHjh2Nji9ZsgTDhw/H+fPnsW7dOgBAo0aNjMps2bJF/7vCwkJ4GcTLuXHjBkaMGIHi4mKo1Wo0btwY27dvR4sWLQS32R6sQgfrqpzUoa6DNc+Pu5AaaT8yrY+XijwWlYCFZxQSYDy8s49NorTILVGpVPDxUqGyigZmd4C3ADRgwABs2bIFNWsKt6y3t7KsXr060+pz69atRn/PmzcP8+bNE9I0p+OKQUbIOfxEzHvmCTzfNg2LnbilEe2E1AhiBmYMkEGEbyXBOn2ylhMynNSOlU8wSEVi4eanRTue9iI9zjzCNuEceAtAderUwZQpU7Bz507Ur1/fzAh67NixojVOTjze1Nw4m5V68eZG21Itsli9Wepa8JwgrFOzmnMnkboW+pA1pIhLZCusgLuuld1FUxKvNo5u7CaXJQos2k9LmjVHvQ0BYCDjXFPTBbnFWPrCc23S8J/flGnP5pAXWEhICLZt24Zt27YZfadSqdxWALIEa1LN6qyrATszhS1lGOsk80pHxzR3NCg6B6VtL/XIjIOvtwoVGnax5lZ5JUrK7iFGpBg57ov5Pe2RGYelu864vimMtKsdjR0nr0jdDN74SBCkUWxzhuHZ1cWt0AIpUcE4Q5GgH2IY+dn0IzQStJzx9TG/VV5CVtqME18NAZoFZU2t0lJH4DaAnA0IxewHXl4qvNmrHu/fLdz2t4itkC9xAoS8yGDzbc4uAuLVkP2gdZIigqRuguzolG7e10a2l0fAWGdBhh6MJIazJcFjDbDFOim1quG4C6Oj+cdchb8FoVIqXBXpWsjzFJM+DRMc/m28AxnUlRRJ3NIWIqswwWq/Yam+gU0fem01Sg63+tvYULb7n8A4ZhHuzahOtZjKWRLAlUCQvzfa1OIfHgdwYAtswoQJFo+rVCoEBASgVq1a6Nevn818Xu5MX8aJhXXnQ8gi7njxTYd/O613XaZyjnhOTX20Lmb9fAxta0Xz/i2hHAwNQevJwKasc0YMUxLMNoz90pkinU6QsiQoWbqXctpJjQnzR+OUcKQymggQziU80L2jmPv7eGPpsy1Qe6p5bEJ78BaADh48iAMHDkCj0SA9PR0cx+HkyZPw9vZGRkYGFixYgIkTJ2Lnzp2oV4+/qtxTcMWKuFf9OAGB6Nja1znDXOOlpNW+q1HatkSvBvGCfp+ZEIYjF8qc4sXGQoXmYbTlsV1qC9u2djLOjvrsKiGpX6NE9Gskn+CA7orChhJZwnsPol+/fujatSsuXLiAvLw8HDhwAEVFRejWrRuefPJJFBUVoX379hg/frwz2kvwwJKBbWK48/e+Jz8i3zDzouDkiUROQtIjWXFM5eSasmFV3nn9/2vFuK+7Ny06XIdpT5eT9o3gB28B6IMPPsA777xjlI8rLCwM06dPx/vvv4+goCBMmzYNeXl5ojZUKbC+Cwnh5vv4r3atLWpb6sab2yO0q+PYtlNvHjYjwX7GisUOdeSRFdoT8LRgju6Kq7wDXeFKrWRY7GJkJf84uTE9MoUHQJYTvAWg0tJSlJSUmB2/fPkyysq02y3h4eFGqSoIczpasLgXWzvfKDlCtLqUaiAnFGcrNsSe56b3yWQ6R7vanmF/5W9g8+Mj8gvmChlFEr0aqTT0NE0VbwwlnIej47RDW2DPPfccVq9ejfPnz6OoqAirV6/G888/j/79+wMA9u3bhzp16jjWIkIWNEhSS90El+JuKxt7NEnxjIHd1yDeixdN7ExkycBgnSAchc9rzlsA+ve//40uXbpg8ODBSE1NRUpKCgYPHowuXbrgiy++AABkZGTgq6++4ls1ISN8TVJhuPvU8WybNKmbQHgQ/Rs7HobAEmLKdnyijptSJ1b+aRySIuQdHoBVm9Ezk80+LyvR/RezDWbk6v9vKfOCNXh7gYWEhODLL7/EvHnzcOrUKXAch5o1ayIk5KGBoWniUsJxZGpbSjiIOzxOIWH+XU2Iv9YFuE2tKCNtkNQ421arcUq42THWNDhCUMJWeQ9GwUFsxB7LQwPYnqeYqXHkOh/dq6iyX8gCvAUgHSEhIWjQoIGjP1ccrPF9hCDXzkU4j+MXy9C8uv2YWXJKmdFeQUbtutsW5OfDfA/lc6fZMW1z+9rmz8hS9GNPHHLIUUBcUiLlrVGzBZMANGDAACxduhRhYWEYMGCAzbI5OTmiNExuJEcKcx8PD/LFjTsVIrWGDSUO5ErFUeH1VrlG3IZYQEjfJaHcOq5wPU8VOO44m/TYUEXmAhOCacgHa3L1wKZJ+MEgDIMSqc9gC9ojKw7TfzwKP2/5RPZnhUkAUqvV+tWTWu3++4mmDGmZInUTZAvNj1rkfB+UYJfhLAY0ScSj9eNF9wBzFcyJlCXCR4GTnti4cwym0ABf1I4JwcmSW1I3xSkwCUBLliyx+H9PQYzuLZeVdKi/w7ueboWz58PUKLaVO2uEZLkGGpQ7/j7e8PfhZ7PEGvxRTki1QxoWSOOJ2LgisXKNasE4dVneuSJdAW/x/e7du7hz547+77Nnz2L+/PnYsGGDqA1TKs601fD19sKioU2xaGhTh+uQky2JlJiuXIP82SfJaiH2bQj6M6YC+EdjC+UsjH98J3F7WEpo2rqGYwkF3Q0WtT8A2mMG8EpHtkSbhLySP/NBaVNGdk32ccyhOEBff/01AODGjRto0aIF/vWvf6Ffv35YuHAh3+oIHnh7qdA9Mw7dJfJiEIuhrVNx8K1umNk/S+qm6OEjYNQWsKVkaoDJuoUgtgdTsAVNYIoT7E2OXNAGR52+7ojodcuVTIqj49Y4qp+Rcx46d+LZtuwhTXgLQAcOHEC7du0AAD/88APi4uJw9uxZfP311/jkk0/4VkfYQUwXRiH483B9Nn3RTQeMAF9vRAT7IcQDt+Neal9D6iZIwp37zjf29gScIaSaYhoDjJAnlrbK3NkeyRnw7ul37txBaKh2BbxhwwYMGDAAXl5eaNWqFc6ePSt6Az2ZrnVjBAkJYqou+bSjefVIZCXSKlhpOFPV7UkWTFKYa5lOfEKa4O2lovx9IkBme/KHtwBUq1YtrFmzBufOnUNubi66d+8OACgpKTFKkOpOKG0PVA7QSsQyzh4U0+Pk5fH1XJs0dM6IwVfDmkndFKvUiXV9lnhL/SAhPBCTeqRjUo901wVt9MBJ2pL9mxCEzA+W+h4JTq6Dt3ph2rRpGDJkCMaPH4/OnTujdevWALTaoMaNG4veQE+GXgSCL7ViXD+Z22Jan3qSnn/W/47iz6IyjO5cC21qiZsAVmwRJcDXG6M6OWhU7GBjPHGI6cfooCAUFm+upIggnLjkehdzpYaFEBveGqCBAweisLAQ+/fvR27uw/wbXbp0wbx580RtHMFOhsxW/p6Ou2sNXREZXQyOXizD7lNXceVWudRNIWROWwcFZCW+6+pA56dFUQIOWbvFxcWhcePGWLlyJW7f1sYSaNGiBTIyMkRtnDvBEsclPMjxPDqseWGkQMkxbMZ1rePQ71y1BShVXCexk3k6C7G6Hmu8JkAeWhVa4fNHihQZcnFy8VQEmfu/9NJLuHTpklhtcQscXUUA4r+AZIcjnECZJ/5MEtErKDFcuTl9nI2lcAVib6mJydBWqVI3QTZIlqCVQRL+4mnHY7qJHRvMGm/1lnYb25kIWj4qeWXvLAL9LHdKulNujkTvgpgirjvGKVnybHNwnHM0InJKqul+T048WJINS4UlDRDrSCJEe/RMdnX8fuY6U1nDsAhKmMcCeAiGFPBBxiihsxGEXDl6oQzf7CnEb39dYQ44OTy7OuLVwjRhUiwMTSO809hhmWfbVJe6CbKgdwPHtrAtde24sAD8NesRHJ3ZQ2CrxMGPR8RtQQLQL7/8goQEZdgCEED3erGCfq8Uw1elY02LaAklGmC6iryz1/DOT0ex6gB7Ru4nW6RIt2UiI55skSx1E1yO44KrZ7+EKpUKPt5eikyMK6jFbdu2RUCAuDEViIeIvZLsmB4j6Pct0uSrSnYn+KxgshIY81YRBA+61hW2WFIinTLYxsfBzcUVDsU0hKYFET+YR9oTJ04YTcg7d+5E//79kZmZia5du2Lt2rVOaaAc6JLheYMBYZlxXWszlbM2EDkq0lqThd3RbsfVSGG+JXc3ZNPVvCcIRFmJbIuJdrWNo2ST0KFcmAWgunXr4vLlywCArVu3okOHDqiqqsJTTz2F8PBwDBgwwCgukDshSnA5D9uU56PFkDPVo429rKy5xZuGIXD3MbFmNXkFXJQCIc/YUjJaOeMuCV5d6RnLqlEyxVU2ZGnRwS45j5xhnqUMH8q7776LkSNHYt26dXjjjTfwww8/4LXXXsPs2bOd0kg5I7Y61F2Y8oh7xIRija/UMyvOyS2RF6lRNHjKCUendU/z5HWltqZBEptGSapn8FgT10TEljMOLdOPHj2KYcOGGR0bOnQojhw5IkqjlISSxg+W0OyEsiD1u3XuVVQBAH7+oxhVVcL7/pCWKYLrEIq1d5j6gXKR+6jszl2LlwB08+ZNlJWVITAwEP7+xjEw/Pz8cPfuXVEbRxCEFqncdxMjhLmEn7t2B9Vf/x/qTVsvUovYuVuhEbW+aiFscX+UtCgSYytOimSyhHBMQyd4IrwEoDp16iAiIgKnT59GXl6e0XdHjhxBYqJnq9SCeLgvs6CEcZRC7ruGCCuu2c6++w2SwpnKxYSRN6icYN1WmfpoXcHnSooQLxq5EnGXEdATx3Jm8X/Lli1Gf8fHxxv9febMGbz44ovitEqhPJIVb7+QhAhdmVrSBgTIPFUE4RpC7GgSlKQVsYYbXILDeOK1P9YkSdDvHe3zUt1rJcbxEQrzFXfo0MHoU6eOsTfMq6++ikmTJvE6+Zw5c9C8eXOEhoYiJiYG/fv3R0FBgf77iooKTJ48GfXr10dwcDASEhIwbNgwXLhwwW7dq1atQr169eDv74969eph9erVvNpmiKdpCltaiffTKT1GlBWjXNAFhpz9j/qC63KHCd5TealDTafV3cVBTyBr9GsoTMveOCVcnIYQejxtfnAnJBX5tm3bhlGjRmHPnj3YuHEjKisr0b17d32G+Tt37uDAgQN46623cODAAeTk5ODEiRPo27evzXp3796NJ554AkOHDsWhQ4cwdOhQDBo0CHv37nXFZVlEkvnR5MV0ZRs8fVBQ4vV3rxfrkVGQkwTaObmS1jWjBP0+Msix59u1rriCHEHIAUmDUaxfb2wYuWTJEsTExCAvLw/t27eHWq3Gxo0bjcp8+umnaNGiBQoLC5GSYtkrY/78+ejWrRumTJkCAJgyZQq2bduG+fPnY/ny5c65GDu4i7up4cQerya7D2tYMzAUe5/d8DRhAcJe59qxoejTIB7/3X1WYKseEuTnjQFNEuHnhup1LyVKuQ6SGK4cIVFpfDy4McYuPyhKXWGMYTsILbIalUpLSwEAkZHWUy6UlpZCpVIhPDzcapndu3eje/fuRsd69OiBXbt2WSxfXl6OsrIyo48cYI0W27qGsFVhVqJjQc7GdGaLikw8hDXarFSoDTQEoSJ4CEWF+OOjQY3w3mMNBNclN1iicHuQjEQ4iK+Ii6J6bhKw0lXIRgDiOA4TJkxA27ZtkZWVZbHMvXv38Prrr2PIkCEIC7P+oIuLixEbaxy6PTY2FsXFxRbLz5kzB2q1Wv9JTpZHcENWo2qK7+MaohndoF2JYWRbMXrBExTYUzBKeh/DHdwS82RMo6Bbiy7taC8IFNGxpEOdavYL8UI5fZsF2QhAo0ePxuHDh61uUVVUVGDw4MGoqqrCggUL7NZnugXBcZzVbYkpU6agtLRU/zl37hz/C3ACfj60fJQTQmPi8GHWPywvAmwi8tjkXkMdG6lRNly6GbexHdnt7iyysbQ1hpvEkxJDY+AuoxTr9nR6XKhT21E33vVanLmPCXcEUSK8ddwTJkyweFylUiEgIAC1atVCv379bG5jmTJmzBisW7cO27dvR1KSuethRUUFBg0ahNOnT2Pz5s02tT8AEBcXZ6btKSkpMdMK6fD39zcL7CgHRM9bwzgyp0SyxfVQ0kqX4I+72K2xUismRLKwDkInVdO1nbUnJ0ctplzwtPQujZPD9f/38ZKNLsSl8BaADh48iAMHDkCj0SA9PR0cx+HkyZPw9vZGRkYGFixYgIkTJ2Lnzp2oV6+ezbo4jsOYMWOwevVqbN26FWlpaWZldMLPyZMnsWXLFkRF2bd3ad26NTZu3Ijx48frj23YsAHZ2dl8L9fl1IkNwYlLt1x6zp6Zcfiz6KHd09DWqaLWL9fEmXKe3j1M9iAIwsVkJsjbHtEV8Bb7+vXrh65du+LChQvIy8vDgQMHUFRUhG7duuHJJ59EUVER2rdvbyR8WGPUqFH45ptvsGzZMoSGhqK4uBjFxcX6lBqVlZUYOHAg9u/fj2+//RYajUZf5v79+/p6hg0bpvf4ArQxiTZs2IC5c+fi+PHjmDt3LjZt2oRx48bxvVy7ZBkkvBMjXYFQg2ZHaOXkcw5sKiygmLMhQ1WCBcdkUupc7o7Q8cORflU7RviiMtAgc4GHKoD4C0AffPAB3nnnHaNtqLCwMEyfPh3vv/8+goKCMG3aNLNUGZZYuHAhSktL0bFjR8THx+s/K1euBACcP38e69atw/nz59GoUSOjMoYeXYWFhbh48aL+7+zsbKxYsQJLlixBgwYNsHTpUqxcuRItW7bke7l2aV87GgAQ7OctiocPLfwJPhgOvtR3CDEJD2LzQnXHBUREkC9mD3DADs9FjGhfQ3Adfj5eaFtLO3+xhnRw9mLZ1fDeAistLUVJSYnZ9tbly5f17uPh4eFGGhpr2LMxqF69OpMdwtatW82ODRw4EAMHDrT7W1dBk5Nn4Y6TgjWebCF9lnQ5Yfius/YD1i1PV26NzuibiVdX5LvuhC4gJpTNBirQ1xv+PsLswZRkQ2erqQkGMaDaPljwuwsObYE999xzWL16Nc6fP4+ioiKsXr0azz//PPr37w8A2Ldvn1mqDMJ5iP2eKei9dSm25jKxVcisj8CwTawDbjXGSYAd6jBKIVRgsEyl4uutfVP6NkoQvW5XrXUcSasixpuZHBmE6BB5h0vQeVG+P5BfvDHew/a///1vdOnSBYMHD0ZqaipSUlIwePBgdOnSBV988QUAICMjA1999RXfqt0ah7xLZKhF6N9YWC4iJfJKR22uqCYpEVbLCF0tupJO6WLHBpEnmQ9cvO0FdHRE4P/w8YY26pOvQOho5nZPTJQpN5pVZ/esJtjgvRwICQnBl19+iXnz5uHUqVPgOA41a9ZESMhDo6xGjRqJ2Ua34P3HGuCFr/fbLSfF2Fk7lt0F11CQ8/akfR5X48SOIOP5WVS61I3Fmfd6MZfn05sDfOUlEJiGzBDjGeviprWuEcUclZ4glITD+tCQkBA0aOB+4e2lRszYOqyxQRwd3DxRG+RJ1BTB0wQA1uYX4evdZ9GhTjWM7ULpUwjpED22GvgtIAl5Ia9ljMzwl9kqjyBsIYboXC3EX6/dECvXW0lZOfLOXseZK7dFqY8g5ERHK1vKrO+jMjSy7qnt90yLOEbWvNIGIaGhiA2jrOc6gny9ceCtbgAAfx8SEA1JigjE+et3H/zfMVsLvlhL7+Iofj5eqBsfhoOFN9h/Q/YhVnHVtEG70eLyaH22PIxSoQiZSQHQyGWD5MggpEYFw9eFA7zcVwNeXipEBvshMtjP5uRbI1qe0Z+dSS2DLaMOtYUZGkvZDd7pl4WVI1qhaap1o28AePxBgMtYte0FwvxNJwAARy+W2Swnd4L82NaLrG7wZFcjP3R5uNqLnkRUOCTkig8JQC7CkQlNyf09ItgPcR6mOXOm8FqLIZ2IWOfPSlSjZY0oRAaL4/p6+74GAFBcdk+U+qRimMgpYl5oa576h1AeYmthCddBApAbIHOlkcdg9BxEHhO9GDNVs0D9xTGC/X3QMo1ckQn+iB97iw0/b3EHIrnvUPCFbIAEEqcOQO649hBxfpKEAF8v3KuokroZxAPcbaAh5MPQVqn4vz1n7ZbLTAjDm73qIl4daLesu7D6lWxwnNYWzh0Y340CEtuCBCCB+Pt4Iz1OPDdIqea9zAQ18s5el+jshBjYCqEQG+aPS2XlLmyNe7LypdZ2y0zumYGX/s9+LkRnYqsvDGutFYDsbXHWrBaCmgxbr+6EQwFrrcC6iAn0cw9hS4nQnZcAW2HFHVn5j+wgPDGewhVYhALwFK1WOKNxs4fcDsIOnTNi+f9IhrnjlAgJQG5AtRA2Y2N6GZQDa9Zlsr+UN2IH3hMjArW/jzcy4kKNvBYJ5yJGL2CtY3h2deY6a8WEoElKOCJEcnhQGrQFJjukkVIC/ZSTy8rVxIT6o158GOLUrjNkTI1yTRwhIZDwZRlHssGzIkY+qJSoIKwf116E1mjxJBshd2N630ypmyAppAGSBLZR0ZXulekPwrmP7FATDZPDRanTXSbI4W3S8POr7TCifU2pm2KGoYaBNHzuySNZcXbL9G4gfpZzVoa0TAFge2vfnWEZ5txlLHQ3SAByEXLOEE2Ig87jNDkykKJkE3YRc0iQcn6lyd0aNObLHRql3QBrHh9yGZc8RfbzejATjOpYS7A3iZLuGWtbaRHgGCRgEIRzIAFIZjhzjrBl5xMT5o/02FCPVWOLiSsnrIgg+adTmPpoXQBA17oOeLt4CLbc1p2RwZwgCBKAJMHWBOlMAaiPDTuBEe1rInd8e7zQTrhLPeE6HnuQj4sgDKkWIk3kYUJ6xnSuJXUTFAN5gREeS4vqkQjw9UZqpPw9rsQkmiZHl2FzsSOijYjpeSg/lbxg1eJliBBUNyrEH3FhAYrPvecKSACSMTSEOZcX23uOtmtQs2R8uvkvAECIP4U8MCQ0wAfNUiOQFCGOO7ehFpd14mucHCHonCTw2KZTegw0VZxozgmBvt64W6FN8hsuwTa0mMKzJ0MCkASsGplt9bs4tWdlUCeEwTrviRE/xlGGtExBv0YJ8BcxzYCYZCWq8cPL1t9JV9AkNVzS87s7i4Y1c1rdQX6Wp1EjQVgE+VRKGVfu8rW/jxeC/LzhwzMpJwlAEuBjI0PvwKZJ+PjXk3braFE9EvvOXBOzWYSMcKcVXrC/D4L9aagxhZzilIs7vZ/uwMKnm+r/X1ZWxvw7GpVcBL0uBEE4BOOiNisxDH8WsQ/+hPvSp2E8Su9WiL49525COwlABOFBZCaEYXTn2lI3gzBFhInl5Q61MGrZAbRIk267k5AHU3vVk7oJioAEIAmIZEw8l8holOluUrlSmd43ExO7pyOe7LgICZC7nQZByA0SgFxMk5RwpijBgb7eqFmNsjUriWQPc6cn7ONtwyiT1i3uTVjgw+0nkk3lCQlABCER1UKFx+MxSoZqo1xSRCBeal8DMWGknXI2hgay1aOD2X5EM6SiqB4VjOPFN22WiXXiu0Zaf3GgSNAyRQx1tr+Ptz7LOyE/kkWKO8NCzWohmPJoXTzfNs1l5yRIrnFXxnerA0Cr0WdBjDhNlBJFfEgAcmP8fLwwpGWK/m9y3VQOtMLzAOghE4Sk0BaYiwj280GN6GDEh7tu1Q+QYSRBEITYtK4ZhZ/HtrOZYJqQPyQAuYi2taOx+Z8dpW6GSwn09UagrzcJYVag9AWEHlIGKYqwAF/US3B9CgxCXEgAkhmsWvEX29eQfSRoTxP4nEWMCMbSzmBCt3S80K4GohjDOhAEQcgJEoAUSnTIw0mHFo+EFMSpAyh3HUGIiBSJVT0ZEoAIQubQTpnCYFyRsC5c5P74E8IDsfCpJvATKdO6J2MrbhQhPpL22Dlz5qB58+YIDQ1FTEwM+vfvj4KCAqMyOTk56NGjB6Kjo6FSqZCfn2+33qVLl0KlUpl97t2756QrER96DdwfsZ9xCCUclR3Nq7OlpVCyFjcswBeP1I9Hl7qxUjdFtoixiDGMG6bk/iInJBWAtm3bhlGjRmHPnj3YuHEjKisr0b17d9y+fVtf5vbt22jTpg3ee+89XnWHhYXh4sWLRp+AAFLXE/LB1qAYaBAtnHVlPWdAfaFNIkSkTmwI2taOtvo9q70fGcsTANClbozUTXA7JF0yrl+/3ujvJUuWICYmBnl5eWjfvj0AYOjQoQCAM2fO8KpbpVIhLi5OlHbKERoU3RsvA1U4BUAjCIIQH1npzEtLSwEAkZHCsxnfunULqamp0Gg0aNSoEd555x00btzYYtny8nKUl5fr/y4rKxN8frnQMClc6iYQBEEQCiZ3XHtUcRzUge5lpC0bqzWO4zBhwgS0bdsWWVlZgurKyMjA0qVLsW7dOixfvhwBAQFo06YNTp48abH8nDlzoFar9Z/k5GRB5xeC2NGa61AqDILwCOrGh2Fa73oYnl1d6qYQbkZksB+iQ/zh6y0bkUEUZKMBGj16NA4fPoydO3cKrqtVq1Zo1aqV/u82bdqgSZMm+PTTT/HJJ5+YlZ8yZQomTJig/7usrExSIYjwDGhri9AhRqyntOhgpFGuN1lCFgvyRBYC0JgxY7Bu3Tps374dSUlJotfv5eWF5s2bW9UA+fv7w99fnsHmWOAop5AyYRwUafBUFqxvo6G2l2z63Bta7MgTSfVZHMdh9OjRyMnJwebNm5GW5pzVC8dxyM/PR3x8vFPqdwY0IBKEsqFJjyDkjaQaoFGjRmHZsmVYu3YtQkNDUVxcDABQq9UIDNQmDb127RoKCwtx4cIFANDHCYqLi9N7eQ0bNgyJiYmYM2cOAGDGjBlo1aoVateujbKyMnzyySfIz8/H559/7upLJAjBkILPPaHnShDSIqkGaOHChSgtLUXHjh0RHx+v/6xcuVJfZt26dWjcuDF69eoFABg8eDAaN26ML774Ql+msLAQFy9e1P9948YNjBgxAnXr1kX37t1RVFSE7du3o0WLFq67OIIgCIIQiRB/H7StpY0r5W7GyFIhqQaIxXZl+PDhGD58uM0yW7duNfp73rx5mDdvnoCWEYTzCRfBpdQwSCJpFAjCfVGpVPpUGbS5Kg4kRsoMsScxLy+gXe1otKsdDS+yK5IFL3WoAQBIjQoSXFdksB+apUYIrocgCOmhRYxrkYUXGOE8/H288X/Pt5S6GYQBfRokoF58GGpWC2EqT3IrQSgbMRY7hPiQACRTaM5zX7IS1chKVEvdDMJJ1I4NwceDGyE0wPbwSot99ycjLhTHi29iZIeaUjeFsAAJQG4ADaQEIR9iQgPQr1GiaPXRYoggnAPZABEEQUgA2XsQfIkJ9UdqVBCC/b2lbopbQBoggiAIgpABnTNibH7/weMNXdQSz4A0QAqF1OKeg78PvaaeDBnBuz/x6gAAQMu0KIlb4lnQyEoQMmVIyxQAQO8GCRK3hCAIwv0gAUhmkFkAQRCEe8Bq50VKPmkgAUiu0BtBEAThFtBwLk9IACIIgpAAjvS9BCEpJAARBEFIQEZcqNRNIAiPhgQgN4A1pQJBEPKhTU1tZm9dgkuCIFwLCUAKJzE8EGoRsooTBEEQhCdBAhBBEARBEB4HRYKWGRzFxycIwgA/b1qnKpXFw5uhQsMhLiyAqTwZxrsWEoBkClkFEL3rx6N2TAgap0TYLPdMdnX0zIojo1o3ZWTHmvg+7zxtdSuQpIggqZtA2IAEIIKQKdm1opFdK9puuT4NKVK0EvHyUqFGtWB4U64LgpAEEoAIgiAkIDrEH5sndpS6GQThsdDmMkEQBEFIiIq0gJJAAhBBEARBEB4HCUAKhRYMBEEQBOE4ZAMkM8KD/DCmcy34+5BsShAEQRDOggQgmREZ7IeJ3dOlbgZBEDLB38cLDZLUCPaj4ZogxITeKIIgCBmTFBGEdaPbSt0MgnA7aJ+FIAiCIAiPgwQggiAIgiA8DhKACIIgCILwOEgAIgiCIAjC4yAjaIIgCIKQkEXDmqJCw6FmtRCpm+JRkABEEARBEBKSmaCWugkeCW2BEQRBEAThcZAARBAEQRCEx0ECEEEQBEEQHgcJQARBEARBeBwkABEEQRAE4XFIKgDNmTMHzZs3R2hoKGJiYtC/f38UFBQYlcnJyUGPHj0QHR0NlUqF/Px8prpXrVqFevXqwd/fH/Xq1cPq1audcAXSUTc+DPvf7Iofx1COIIIgCILgi6QC0LZt2zBq1Cjs2bMHGzduRGVlJbp3747bt2/ry9y+fRtt2rTBe++9x1zv7t278cQTT2Do0KE4dOgQhg4dikGDBmHv3r3OuAxJ8PX2QnSIPyKD/aRuCkEQBEEoDhXHcZzUjdBx+fJlxMTEYNu2bWjfvr3Rd2fOnEFaWhoOHjyIRo0a2azniSeeQFlZGX755Rf9sZ49eyIiIgLLly+3246ysjKo1WqUlpYiLCzMoWshCIIgCMK18Jm/ZWUDVFpaCgCIjIwUVM/u3bvRvXt3o2M9evTArl27LJYvLy9HWVmZ0YcgCIIgCPdFNgIQx3GYMGEC2rZti6ysLEF1FRcXIzY21uhYbGwsiouLLZafM2cO1Gq1/pOcnCzo/ARBEARByBvZCECjR4/G4cOHmbaoWFCpVEZ/cxxndkzHlClTUFpaqv+cO3dOlDYQBEEQBCFPZJELbMyYMVi3bh22b9+OpKQkwfXFxcWZaXtKSkrMtEI6/P394e/vL/i8BEEQBEEoA0k1QBzHYfTo0cjJycHmzZuRlpYmSr2tW7fGxo0bjY5t2LAB2dnZotRPEARBEISykVQDNGrUKCxbtgxr165FaGioXmujVqsRGBgIALh27RoKCwtx4cIFANDHCYqLi0NcXBwAYNiwYUhMTMScOXMAAK+++irat2+PuXPnol+/fli7di02bdqEnTt3uvoSCYIgCIKQIZJqgBYuXIjS0lJ07NgR8fHx+s/KlSv1ZdatW4fGjRujV69eAIDBgwejcePG+OKLL/RlCgsLcfHiRf3f2dnZWLFiBZYsWYIGDRpg6dKlWLlyJVq2bOm6iyMIgiAIQrbIKg6QXKA4QARBEAShPBQbB4ggCIIgCMIVkABEEARBEITHQQIQQRAEQRAeBwlABEEQBEF4HCQAEQRBEAThcZAARBAEQRCEx0ECEEEQBEEQHgcJQARBEARBeBwkABEEQRAE4XHIIhu83NAFxy4rK5O4JQRBEARBsKKbt1mSXJAAZIGrV68CAJKTkyVuCUEQBEEQfLl58ybUarXNMiQAWSAyMhKANsmqvRvoCZSVlSE5ORnnzp2j3Gig+2EK3Q9j6H4YQ/fDGLofxoh9PziOw82bN5GQkGC3LAlAFvDy0ppGqdVq6qAGhIWF0f0wgO6HMXQ/jKH7YQzdD2Pofhgj5v1gVVyQETRBEARBEB4HCUAEQRAEQXgcJABZwN/fH2+//Tb8/f2lboosoPthDN0PY+h+GEP3wxi6H8bQ/TBGyvuh4lh8xQiCIAiCINwI0gARBEEQBOFxkABEEARBEITHQQIQQRAEQRAeBwlABEEQBEF4HCQAWWDBggVIS0tDQEAAmjZtih07dkjdJNGZM2cOmjdvjtDQUMTExKB///4oKCgwKsNxHKZPn46EhAQEBgaiY8eOOHLkiFGZ8vJyjBkzBtHR0QgODkbfvn1x/vx5V16KU5gzZw5UKhXGjRunP+Zp96OoqAhPP/00oqKiEBQUhEaNGiEvL0//vSfdj8rKSrz55ptIS0tDYGAgatSogZkzZ6Kqqkpfxp3vx/bt29GnTx8kJCRApVJhzZo1Rt+Lde3Xr1/H0KFDoVaroVarMXToUNy4ccPJV8cfW/ejoqICkydPRv369REcHIyEhAQMGzYMFy5cMKrDU+6HKS+99BJUKhXmz59vdFyS+8ERRqxYsYLz9fXlvvzyS+7o0aPcq6++ygUHB3Nnz56Vummi0qNHD27JkiXcn3/+yeXn53O9evXiUlJSuFu3bunLvPfee1xoaCi3atUq7o8//uCeeOIJLj4+nisrK9OXGTlyJJeYmMht3LiRO3DgANepUyeuYcOGXGVlpRSXJQr79u3jqlevzjVo0IB79dVX9cc96X5cu3aNS01N5YYPH87t3buXO336NLdp0ybur7/+0pfxpPvx7rvvclFRUdxPP/3EnT59mvv++++5kJAQbv78+foy7nw/fv75Z27q1KncqlWrOADc6tWrjb4X69p79uzJZWVlcbt27eJ27drFZWVlcb1793bVZTJj637cuHGD69q1K7dy5Uru+PHj3O7du7mWLVtyTZs2NarDU+6HIatXr+YaNmzIJSQkcPPmzTP6Tor7QQKQCS1atOBGjhxpdCwjI4N7/fXXJWqRaygpKeEAcNu2beM4juOqqqq4uLg47r333tOXuXfvHqdWq7kvvviC4zjti+7r68utWLFCX6aoqIjz8vLi1q9f79oLEImbN29ytWvX5jZu3Mh16NBBLwB52v2YPHky17ZtW6vfe9r96NWrF/fcc88ZHRswYAD39NNPcxznWffDdIIT69qPHj3KAeD27NmjL7N7924OAHf8+HEnX5Xj2Jrwdezbt48DoF9Ie+L9OH/+PJeYmMj9+eefXGpqqpEAJNX9oC0wA+7fv4+8vDx0797d6Hj37t2xa9cuiVrlGkpLSwE8TAR7+vRpFBcXG90Lf39/dOjQQX8v8vLyUFFRYVQmISEBWVlZir1fo0aNQq9evdC1a1ej4552P9atW4dmzZrh8ccfR0xMDBo3bowvv/xS/72n3Y+2bdvi119/xYkTJwAAhw4dws6dO/Hoo48C8Lz7YYhY1757926o1Wq0bNlSX6ZVq1ZQq9WKvj+AdnxVqVQIDw8H4Hn3o6qqCkOHDsWkSZOQmZlp9r1U94OSoRpw5coVaDQaxMbGGh2PjY1FcXGxRK1yPhzHYcKECWjbti2ysrIAQH+9lu7F2bNn9WX8/PwQERFhVkaJ92vFihU4cOAAfv/9d7PvPO1+nDp1CgsXLsSECRPwxhtvYN++fRg7diz8/f0xbNgwj7sfkydPRmlpKTIyMuDt7Q2NRoNZs2bhySefBOB5/cMQsa69uLgYMTExZvXHxMQo+v7cu3cPr7/+OoYMGaJP9ulp92Pu3Lnw8fHB2LFjLX4v1f0gAcgCKpXK6G+O48yOuROjR4/G4cOHsXPnTrPvHLkXSrxf586dw6uvvooNGzYgICDAajlPuR9VVVVo1qwZZs+eDQBo3Lgxjhw5goULF2LYsGH6cp5yP1auXIlvvvkGy5YtQ2ZmJvLz8zFu3DgkJCTgmWee0ZfzlPthCTGu3VJ5Jd+fiooKDB48GFVVVViwYIHd8u54P/Ly8vDxxx/jwIEDvNvt7PtBW2AGREdHw9vb20yaLCkpMVvduAtjxozBunXrsGXLFiQlJemPx8XFAYDNexEXF4f79+/j+vXrVssohby8PJSUlKBp06bw8fGBj48Ptm3bhk8++QQ+Pj766/GU+xEfH4969eoZHatbty4KCwsBeF7/mDRpEl5//XUMHjwY9evXx9ChQzF+/HjMmTMHgOfdD0PEuva4uDhcunTJrP7Lly8r8v5UVFRg0KBBOH36NDZu3KjX/gCedT927NiBkpISpKSk6MfWs2fPYuLEiahevToA6e4HCUAG+Pn5oWnTpti4caPR8Y0bNyI7O1uiVjkHjuMwevRo5OTkYPPmzUhLSzP6Pi0tDXFxcUb34v79+9i2bZv+XjRt2hS+vr5GZS5evIg///xTcferS5cu+OOPP5Cfn6//NGvWDE899RTy8/NRo0YNj7ofbdq0MQuLcOLECaSmpgLwvP5x584deHkZD5fe3t56N3hPux+GiHXtrVu3RmlpKfbt26cvs3fvXpSWliru/uiEn5MnT2LTpk2Iiooy+t6T7sfQoUNx+PBho7E1ISEBkyZNQm5uLgAJ74dDptNujM4NfvHixdzRo0e5cePGccHBwdyZM2ekbpqovPzyy5xarea2bt3KXbx4Uf+5c+eOvsx7773HqdVqLicnh/vjjz+4J5980qJra1JSErdp0ybuwIEDXOfOnRXh1suCoRcYx3nW/di3bx/n4+PDzZo1izt58iT37bffckFBQdw333yjL+NJ9+OZZ57hEhMT9W7wOTk5XHR0NPfaa6/py7jz/bh58yZ38OBB7uDBgxwA7qOPPuIOHjyo92oS69p79uzJNWjQgNu9eze3e/durn79+rJ0+7Z1PyoqKri+fftySUlJXH5+vtH4Wl5erq/DU+6HJUy9wDhOmvtBApAFPv/8cy41NZXz8/PjmjRponcNdycAWPwsWbJEX6aqqop7++23ubi4OM7f359r374998cffxjVc/fuXW706NFcZGQkFxgYyPXu3ZsrLCx08dU4B1MByNPux48//shlZWVx/v7+XEZGBrdo0SKj7z3pfpSVlXGvvvoql5KSwgUEBHA1atTgpk6dajShufP92LJli8Xx4plnnuE4Trxrv3r1KvfUU09xoaGhXGhoKPfUU09x169fd9FVsmPrfpw+fdrq+LplyxZ9HZ5yPyxhSQCS4n6oOI7jHNMdEQRBEARBKBOyASIIgiAIwuMgAYggCIIgCI+DBCCCIAiCIDwOEoAIgiAIgvA4SAAiCIIgCMLjIAGIIAiCIAiPgwQggiAIgiA8DhKACIJwO1QqFdasWcNcfuvWrVCpVLhx44bT2kQQhLwgAYggCLfj4sWLeOSRR0Stc/r06WjUqJGodRIEIR0+UjeAIAhCbHQZygmCIKxBGiCCIBRHx44dMXbsWLz22muIjIxEXFwcpk+frv/edAts165daNSoEQICAtCsWTOsWbMGKpUK+fn5RvXm5eWhWbNmCAoKQnZ2NgoKCgAAS5cuxYwZM3Do0CGoVCqoVCosXbrU+RdKEITTIAGIIAhF8t///hfBwcHYu3cv3n//fcycORMbN240K3fz5k306dMH9evXx4EDB/DOO+9g8uTJFuucOnUq/vWvf2H//v3w8fHBc889BwB44oknMHHiRGRmZuLixYu4ePEinnjiCadeH0EQzoW2wAiCUCQNGjTA22+/DQCoXbs2PvvsM/z666/o1q2bUblvv/0WKpUKX375JQICAlCvXj0UFRXhxRdfNKtz1qxZ6NChAwDg9ddfR69evXDv3j0EBgYiJCQEPj4+tL1GEG4CaYAIglAkDRo0MPo7Pj4eJSUlZuUKCgrQoEEDBAQE6I+1aNHCbp3x8fEAYLFOgiCUDwlABEEoEl9fX6O/VSoVqqqqzMpxHAeVSmV2zF6dut9YqpMgCOVDAhBBEG5NRkYGDh8+jPLycv2x/fv3867Hz88PGo1GzKYRBCEhJAARBOHWDBkyBFVVVRgxYgSOHTuG3NxcfPjhhwBgphmyRfXq1XH69Gnk5+fjypUrRgIVQRDKgwQggiDcmrCwMPz444/Iz89Ho0aNMHXqVEybNg0AjOyC7PHYY4+hZ8+e6NSpE6pVq4bly5c7q8kEQbgAFWdtM5wgCMJN+fbbb/Hss8+itLQUgYGBUjeHIAgJIDd4giDcnq+//ho1atRAYmIiDh06hMmTJ2PQoEEk/BCEB0MCEEEQbk9xcTGmTZuG4uJixMfH4/HHH8esWbOkbhZBEBJCW2AEQRAEQXgcZARNEARBEITHQQIQQRAEQRAeBwlABEEQBEF4HCQAEQRBEAThcZAARBAEQRCEx0ECEEEQBEEQHgcJQARBEARBeBwkABEEQRAE4XGQAEQQBEEQhMfx/yvkXSYQbNnYAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(ddf_grid[\"mjd\"] - mjd0, ddf_grid[\"%s_m5_g\" % name])\n", + "plt.xlim(0,365*4)\n", + "plt.xlabel(\"night\")\n", + "plt.ylabel(\"g 5-sigma depth (mags)\")\n", + "plt.title(name)\n", + "\n", + "m5_interp = np.interp(mjds, ddf_grid[\"mjd\"], ddf_grid[\"%s_m5_g\" % name])\n", + "\n", + "plt.plot(np.array(mjds)-mjd0, m5_interp, 'ro')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "754a746a-aec3-44a7-9602-91fbe036b718", + "metadata": {}, + "outputs": [], + "source": [ + "# So we have some routines to pick which nights to have a sequence\n", + "# Then find the best time within those nights. \n", + "# Finally, generate_ddf_scheduled_obs converts each of those times to a sequence of observations" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "04c5a4c8-f4a3-47a6-ba38-6b6e2b380d05", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimizing ELAISS1\n", + "Optimizing XMM_LSS\n", + "Optimizing ECDFS\n", + "Optimizing COSMOS\n", + "Optimizing EDFS_a\n" + ] + }, + { + "data": { + "text/plain": [ + "ScheduledObservationArray([(0, 0.16493361, -0.7683812 , 60985.01249967, 60987.01249967, 30., 'u', 0., 0., 0., 0., 1, 'DD:ELAISS1', 'DD:ELAISS1', 'DD', 'FBS', 0.01041667, 0.05235988, 0.43633231, 1.48352986, 3., 21., -0.31415927, 0.43633231, False),\n", + " (0, 0.16493361, -0.7683812 , 60985.01249967, 60987.01249967, 30., 'u', 0., 0., 0., 0., 1, 'DD:ELAISS1', 'DD:ELAISS1', 'DD', 'FBS', 0.01041667, 0.05235988, 0.43633231, 1.48352986, 3., 21., -0.31415927, 0.43633231, False),\n", + " (0, 0.16493361, -0.7683812 , 60985.01249967, 60987.01249967, 30., 'u', 0., 0., 0., 0., 1, 'DD:ELAISS1', 'DD:ELAISS1', 'DD', 'FBS', 0.01041667, 0.05235988, 0.43633231, 1.48352986, 3., 21., -0.31415927, 0.43633231, False),\n", + " ...,\n", + " (0, 1.1100294 , -0.83077672, 64629.25208215, 64631.25208215, 30., 'y', 0., 0., 0., 0., 2, 'DD:EDFS_b', 'DD:EDFS_b', 'DD', 'FBS', 0.01041667, 0.05235988, 0.43633231, 1.48352986, 3., 21., -0.31415927, 0.43633231, False),\n", + " (0, 1.1100294 , -0.83077672, 64629.25208215, 64631.25208215, 30., 'y', 0., 0., 0., 0., 2, 'DD:EDFS_b', 'DD:EDFS_b', 'DD', 'FBS', 0.01041667, 0.05235988, 0.43633231, 1.48352986, 3., 21., -0.31415927, 0.43633231, False),\n", + " (0, 1.1100294 , -0.83077672, 64629.25208215, 64631.25208215, 30., 'y', 0., 0., 0., 0., 2, 'DD:EDFS_b', 'DD:EDFS_b', 'DD', 'FBS', 0.01041667, 0.05235988, 0.43633231, 1.48352986, 3., 21., -0.31415927, 0.43633231, False)],\n", + " dtype=[('ID', '" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(observations[\"mjd\"]-mjd0, np.degrees(observations[\"RA\"]), 'ko', alpha=.1)\n", + "plt.xlabel(\"night\")\n", + "plt.ylabel(\"RA (degrees)\")\n", + "plt.title(\"All DDFs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b9afdd65-966d-4b62-a2fb-3010a5b28bbd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Name, N obs scheduled \n", + "\n", + "DD:COSMOS 61500\n", + "DD:ECDFS 29900\n", + "DD:EDFS_a 15000\n", + "DD:EDFS_b 15000\n", + "DD:ELAISS1 30000\n", + "DD:XMM_LSS 30000\n" + ] + } + ], + "source": [ + "print(\"Name, N obs scheduled \\n\")\n", + "for name in np.unique(observations[\"target_name\"]):\n", + " t = np.where(observations[\"target_name\"] == name)[0]\n", + " print(name, t.size)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "79f2d886-14df-47ac-9928-a7adb0196584", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.11.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}