{ "cells": [ { "cell_type": "markdown", "id": "c8b83b7e-7259-45ca-8cd3-e4051224533d", "metadata": {}, "source": [ "# Demonstration of `distance_model`\n", "Bayesian kinematic distance calculator.\n", "\n", "Trey Wenger, 2025" ] }, { "cell_type": "code", "execution_count": 1, "id": "a8d142c6-61ee-4e45-b530-4731ee0ea573", "metadata": {}, "outputs": [], "source": [ "import pickle\n", "import numpy as np\n", "from scipy.stats import multivariate_normal\n", "import pymc as pm\n", "import arviz as az\n", "import matplotlib.pyplot as plt\n", "\n", "from physiokinematic.distance_model import distance_model" ] }, { "cell_type": "code", "execution_count": 2, "id": "83fead72-7aca-4b26-b257-f93f5a4d2a8e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dict_keys(['R0', 'Usun', 'Vsun', 'Wsun', 'Upec', 'Vpec', 'a2', 'a3', 'full'])\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_331187/3720529096.py:3: DeprecationWarning: Please import `gaussian_kde` from the `scipy.stats` namespace; the `scipy.stats.kde` namespace is deprecated and will be removed in SciPy 2.0.0.\n", " reid19_params = pickle.load(f)\n" ] } ], "source": [ "# Load Reid et al. (2019) rotation curve parameters\n", "with open(\"../../../data/reid19_params.pkl\", \"rb\") as f:\n", " reid19_params = pickle.load(f)\n", "print(reid19_params.keys())\n", "\n", "samples = reid19_params['full'].resample(1_000)\n", "\n", "# R0, Usun, Vsun, Wsun, a2, a3\n", "samples = samples[np.array([0,1,2,3,6,7]), :]\n", "\n", "reid19_fit = multivariate_normal.fit(samples.T)" ] }, { "cell_type": "code", "execution_count": 3, "id": "72ceeaa6-40e8-4a32-835c-626ad707d362", "metadata": {}, "outputs": [], "source": [ "model = distance_model(\n", " 32.5, # Galactic longitude (degrees)\n", " 1.25, # Galactic latitude (degrees)\n", " 42.0, # LSR velocity (km/s)\n", " 0.5, # LSR velocity uncertainty (km/s)\n", " reid19_fit[0], # Prior mean on rotation curve parameters\n", " reid19_fit[1], # Prior covariance on rotation curve parameters\n", " prior_Rgal = 5.0, # Prior width on Galactocentric radius (kpc)\n", " prior_kdar = [0.5, 0.5], # Prior shape for kinematic distance ambiguity resolution\n", " vlsr_sigma = 10.0, # Assumed LSR velocity systematic uncertainty (km/s)\n", ")" ] }, { "cell_type": "code", "execution_count": 4, "id": "76add83f-cd77-451a-9e2e-9c04f12a49cf", "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$$\n", " \\begin{array}{rcl}\n", " \\text{rotcurve} &\\sim & \\operatorname{MultivariateNormal}(f(),~\\text{})\\\\\\text{Rgal_norm} &\\sim & \\operatorname{Gamma}(0.5,~f())\\\\\\text{kdar_w} &\\sim & \\operatorname{Categorical}(\\text{})\\\\\\text{Rgal} &\\sim & \\operatorname{Deterministic}(f(\\text{Rgal_norm},~\\text{rotcurve}))\\\\\\text{distance} &\\sim & \\operatorname{Deterministic}(f(\\text{rotcurve},~\\text{Rgal_norm}))\\\\\\text{vlsr_obs} &\\sim & \\operatorname{Normal}(f(\\text{rotcurve},~\\text{Rgal_norm}),~f())\n", " \\end{array}\n", " $$" ], "text/plain": [ " rotcurve ~ MultivariateNormal(f(), )\n", "Rgal_norm ~ Gamma(0.5, f())\n", " kdar_w ~ Categorical()\n", " Rgal ~ Deterministic(f(Rgal_norm, rotcurve))\n", " distance ~ Deterministic(f(rotcurve, Rgal_norm))\n", " vlsr_obs ~ Normal(f(rotcurve, Rgal_norm), f())" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model" ] }, { "cell_type": "code", "execution_count": 5, "id": "898397b2-70e9-4682-80e7-2e548faa6722", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Sampling: [Rgal_norm, kdar_w, rotcurve, vlsr_obs]\n" ] } ], "source": [ "# sample prior predictive\n", "with model:\n", " prior = pm.sample_prior_predictive(1_000)" ] }, { "cell_type": "code", "execution_count": 6, "id": "4db5b59a-d661-433d-90e0-f29c14524a59", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot prior samples\n", "_ = pm.plot_pair(prior.prior[\"rotcurve\"], marginals=True, figsize=(12, 12), kind='kde', backend_kwargs={\"layout\": \"constrained\"})" ] }, { "cell_type": "code", "execution_count": 7, "id": "82b55c18-e563-4431-a923-fba4baba1234", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot prior samples\n", "_ = pm.plot_pair(prior.prior, marginals=True, figsize=(6, 6), kind='kde', backend_kwargs={\"layout\": \"constrained\"}, var_names=[\"Rgal\", \"distance\", \"kdar_w\"])" ] }, { "cell_type": "code", "execution_count": 8, "id": "dc06f7aa-9102-4528-ab91-d49b7af0ee07", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Multiprocess sampling (4 chains in 4 jobs)\n", "CompoundStep\n", ">NUTS: [rotcurve, Rgal_norm]\n", ">BinaryGibbsMetropolis: [kdar_w]\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
\n", " \n", " 100.00% [8000/8000 00:04<00:00 Sampling 4 chains, 0 divergences]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 5 seconds.\n" ] } ], "source": [ "with model:\n", " trace = pm.sample()" ] }, { "cell_type": "code", "execution_count": 9, "id": "570c51a1-7651-4bd4-a439-674d5e6d0642", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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meansdhdi_16%hdi_84%mcse_meanmcse_sdess_bulkess_tailr_hat
rotcurve[R0]8.1660.0278.1388.1920.0000.0004150.02853.01.0
rotcurve[Usun]10.4841.0399.46511.4800.0160.0174151.02842.01.0
rotcurve[Vsun]12.2696.2455.46417.9820.1300.0962297.02485.01.0
rotcurve[Wsun]7.7000.6277.0768.3150.0100.0113740.02217.01.0
rotcurve[a2]0.9750.0430.9291.0150.0010.0012724.02816.01.0
rotcurve[a3]1.6220.0231.6001.6470.0000.0002243.02403.01.0
Rgal6.2030.4385.7506.6060.0080.0073046.02192.01.0
distance[N]2.5260.6271.9473.1670.0110.0123050.02173.01.0
distance[F]11.2520.62610.60611.8290.0110.0123047.02192.01.0
kdar_w0.5020.5000.0001.0000.0040.00014408.04000.01.0
\n", "
" ], "text/plain": [ " mean sd hdi_16% hdi_84% mcse_mean mcse_sd ess_bulk \\\n", "rotcurve[R0] 8.166 0.027 8.138 8.192 0.000 0.000 4150.0 \n", "rotcurve[Usun] 10.484 1.039 9.465 11.480 0.016 0.017 4151.0 \n", "rotcurve[Vsun] 12.269 6.245 5.464 17.982 0.130 0.096 2297.0 \n", "rotcurve[Wsun] 7.700 0.627 7.076 8.315 0.010 0.011 3740.0 \n", "rotcurve[a2] 0.975 0.043 0.929 1.015 0.001 0.001 2724.0 \n", "rotcurve[a3] 1.622 0.023 1.600 1.647 0.000 0.000 2243.0 \n", "Rgal 6.203 0.438 5.750 6.606 0.008 0.007 3046.0 \n", "distance[N] 2.526 0.627 1.947 3.167 0.011 0.012 3050.0 \n", "distance[F] 11.252 0.626 10.606 11.829 0.011 0.012 3047.0 \n", "kdar_w 0.502 0.500 0.000 1.000 0.004 0.000 14408.0 \n", "\n", " ess_tail r_hat \n", "rotcurve[R0] 2853.0 1.0 \n", "rotcurve[Usun] 2842.0 1.0 \n", "rotcurve[Vsun] 2485.0 1.0 \n", "rotcurve[Wsun] 2217.0 1.0 \n", "rotcurve[a2] 2816.0 1.0 \n", "rotcurve[a3] 2403.0 1.0 \n", "Rgal 2192.0 1.0 \n", "distance[N] 2173.0 1.0 \n", "distance[F] 2192.0 1.0 \n", "kdar_w 4000.0 1.0 " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "az.summary(trace, hdi_prob=0.68, var_names=[\"rotcurve\", \"Rgal\", \"distance\", \"kdar_w\"])" ] }, { "cell_type": "code", "execution_count": 10, "id": "9efaf531-682c-40b3-91b8-12885647c318", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = pm.plot_trace(trace.posterior, var_names=[\"rotcurve\", \"Rgal\", \"kdar_w\"])" ] }, { "cell_type": "code", "execution_count": 11, "id": "919f640b-94bd-444c-96b5-5de652ec4c77", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = pm.plot_rank(trace.posterior, var_names=[\"rotcurve\", \"Rgal\", \"kdar_w\"], figsize=(18, 12), backend_kwargs={\"layout\": \"constrained\"})" ] }, { "cell_type": "code", "execution_count": 12, "id": "2b70b5f4-507b-4eb3-8316-b18264afbea3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot posterior samples\n", "_ = pm.plot_pair(trace.posterior[\"rotcurve\"], marginals=True, figsize=(12, 12), kind='kde', backend_kwargs={\"layout\": \"constrained\"})" ] }, { "cell_type": "code", "execution_count": 13, "id": "ee7e0582-a5fc-437a-8fc7-9fc8869f5721", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot posterior samples\n", "_ = pm.plot_pair(trace.posterior, marginals=True, figsize=(6, 6), kind='kde', backend_kwargs={\"layout\": \"constrained\"}, var_names=[\"Rgal\", \"distance\", \"kdar_w\"])" ] }, { "cell_type": "code", "execution_count": 14, "id": "ef735e5c-8c44-4b10-b878-81181c15dbbf", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Sampling: [vlsr_obs]\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
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\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# sample posterior predictive\n", "with model:\n", " posterior = pm.sample_posterior_predictive(trace.sel(draw=slice(None, None, 1)))" ] }, { "cell_type": "code", "execution_count": 15, "id": "617c5023-daad-4003-a3b6-e26107f78036", "metadata": {}, "outputs": [], "source": [ "# drop samples with distance <= 0.0\n", "bad_distance = trace.posterior[\"distance\"] <= 0.0\n", "\n", "result = {}\n", "\n", "# Hyperparameters & distance-independent parameters\n", "params = [\"Rgal\"]\n", "for param in params:\n", " if param not in trace.posterior:\n", " continue\n", " post = trace.posterior[param].data.flatten()\n", " result[f\"{param}_mean\"] = np.mean(post)\n", " result[f\"{param}_std\"] = np.std(post)\n", " result[f\"{param}_median\"] = np.median(post)\n", " hdi = az.hdi(post, hdi_prob=0.90)\n", " result[f\"{param}_hdi5\"] = hdi[0]\n", " result[f\"{param}_hdi95\"] = hdi[1]\n", "\n", "# Distance-dependent parameters\n", "params = [\n", " \"distance\",\n", "]\n", "for param in params:\n", " posterior_N = trace.posterior[param].sel(kdar=\"N\").data[\n", " (trace.posterior[\"kdar_w\"] == 0) * (~bad_distance.sel(kdar=\"N\"))\n", " ]\n", " posterior_F = trace.posterior[param].sel(kdar=\"F\").data[\n", " (trace.posterior[\"kdar_w\"] == 1) * (~bad_distance.sel(kdar=\"F\"))\n", " ]\n", " posterior_T = np.concatenate([posterior_N, posterior_F])\n", " for kdar, post in zip([\"N\", \"F\", \"T\"], [posterior_N, posterior_F, posterior_T]):\n", " if len(post) < 5:\n", " continue\n", " result[f\"{param}_{kdar}_mean\"] = np.mean(post)\n", " result[f\"{param}_{kdar}_std\"] = np.std(post)\n", " result[f\"{param}_{kdar}_median\"] = np.median(post)\n", " hdi = az.hdi(post, hdi_prob=0.90)\n", " result[f\"{param}_{kdar}_hdi5\"] = hdi[0]\n", " result[f\"{param}_{kdar}_hdi95\"] = hdi[1]\n", "\n", " result[f\"{param}_samples\"] = posterior_T\n", "\n", "# KDAR weight\n", "result[\"kdar_w\"] = len(posterior_F)/len(posterior_T)\n", "\n", "# Observed parameters\n", "params = [\n", " \"vlsr_obs\",\n", "]\n", "for param in params:\n", " post = posterior.posterior_predictive[param].data.flatten()\n", " result[f\"{param}_mean\"] = np.mean(post)\n", " result[f\"{param}_std\"] = np.std(post)\n", " result[f\"{param}_median\"] = np.median(post)\n", " hdi = az.hdi(post, hdi_prob=0.90)\n", " result[f\"{param}_hdi5\"] = hdi[0]\n", " result[f\"{param}_hdi95\"] = hdi[1]\n", " result[f\"{param}_samples\"] = post" ] }, { "cell_type": "code", "execution_count": 16, "id": "1c7c39dd-d531-4d15-8aa6-d9432b2031e2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, '$R$ (kpc)')" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "ax.hist(trace.posterior[\"Rgal\"].data.flatten(), bins=50, color=\"gray\", edgecolor=\"k\", alpha=0.5)\n", "ax.set_ylabel(\"Number of Samples\")\n", "ax.set_xlabel(\"$R$ (kpc)\")" ] }, { "cell_type": "code", "execution_count": 17, "id": "a1f288fb-ea47-4585-a8d2-97f4ac7742d8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ar1691P0333wjroBWNAgICLCZb9W3b1816hGlJ+bMmSM3btzQfSxa4o4cOaJ+xsTYerTlGG1JRETkToIDAqRcYGCGWykbrVzkxl2HH374oeomXLdunRoNaAtyqqpWraqS150NrWd4/cwCoz179mQIEJGztWTJEtVqZQn1vpKTk9XP1apV030+bbkr3g8RERF5F4cDrd9++02N6MssyNIgNys8PFycDXlZ2A/ka1mPbkSX5aRJk1SLGoIjtHjhsUicR04XkuSRd4WuT43lNEFa0r01bbmjUwolJSWpmwZFXgEBnhbk2Ut7fHa383boxta6fa27sgFfEHDOWK/XftZbZwnPjdfgcc8az1Hn4vH03mOKa0p+X19J9fGRZIui35o0X1/xK1hQUn19HVqP51XPnwvXLnc5pq5m7/vLZ7L1aZIFJNs99NBDKhld07ZtW5UUj1+kpUceeUS1Ft27d0+cBcnoaMVC1yG6A1Fnyx54u6i/hZwxbRohfPBqczW2a9fufye9zsmKchNPPPGE+rC1TPq3F1rTpk+fnmE5Eu1tJTASERGRe0G+24ABA1Rsg3xyp7dooTXr3LlzKqJDErwt2AHUoEItKme5ePGiGmGIIAtvEoVE7YWg6p133lGB1vnz5+XYsWMqEAQUJtWgfITl/zVaa5StnLCsTJw4UZWqsGzRwrHs2LFjpr8oPTj227dvVwMCMvsdGA2GN2MkbKtWrSQoKCjD+gsXLsjnn38ugwcPTleKBEE4ynugWxzFavXKlERHR6svE6NHj2YtNTvwHHUuHk/vPaa4bi0PDZUhQUFSpkiRDOvDb96U2bt3S1j79lJdp45jVutvxsXJ8uhoGRIa6vJrl7scU1fTeqSy4nCg9fTTT6sPJHygYfShLZiSBy0/zii9AEhkxy8Pk1mjqOjKlSvNLVL2QkscPoDxoYlgUQu0LLsL0TWI7kdrWpehra7FrBQsWFDdrOFkdPSEzMm23kjr2gO9cwMBFQJpW+szW2fZNcljbj+eo87F4+l9xxTXlLSUFPHBCP60tAzr86ekSHJSkvikpDi0Hs+rnj8Xr115fUxdzd735vCow/Hjx0tgYKDKg0K3neV0NiheipYi5EEhEAsODlbT8OQUAiMEWWiJeuyxx1QifE6CE7Ds/sNcjdpytHro0ZbXrFnTodclIiIi43A40KpQoYJs3rxZFT5DYU90DaJLBRCsNGrUSLU2oeUI3XRIPM+JuLg46dy5s5pPEWUktmzZ4nD3XVRUlNy6dUv9XLFiRfNy1OvSipCiArwebTkq0RMRERG5rGApWpUQ+GDEX5UqVVSXjHZDt9trr70mf/zxh8qVyQnkRWH6G9SuQkC3bds21ZrmKASG2EcEida1v7S5GxEkWif1X7lyRXbs2KF+RkI9ERERkcsCLUBAhcmW0aWGROI///xT7t69q+4/+OAD1fKVEwh2MMchRvthlCAS7PQSnC1hyp+RI0eqe0tInse0Pe+++665+1Mbyq8ZMWKE6urEtD9IWteGb2KuQyTeo6uxU6dO0qRJkxy9LyIiMhYMDkN+sd4NyfBafih5F6dNKg2FCxdWN2f66quvZNOmTepnlFtAlXdbAZ9WvBTB0UcffaRuqOGljR5D8KRNP4CJoSdMmJDheTDy78svv1TJ+wgU16xZo7bXtkUe1/Lly536HomIyPuDrMVhYWoaHD2x8fFyISJCEtGQkIMeG/LyQMsVLIt7ouaVrYrs6LrUIBgKCwtTOWNI0j99+rT6plC6dGmV5/XSSy+pUZO2oE7W4cOHVXFTtKSh2Cpa5lD8dMqUKQ6POCQiImPCF3UEWZhzUG86nBNpabIoKUlSvLzIpxHZFWihRENOYaj81KlTs70dpsmxnionK8WLF1cBUU4gFwytWUR6wT+a+W1B4Vnk/xERWUOQhbkH9epckYEDLVQzR6DkSBF5bTtHAy0id4LJ01G6BHNl2qrkX6RIEVXyhMEWERHZFWhNmzaNR4ro72Km+OJQv3593YEeGAiCrmZ0EzDQIiIiBlpEDkAQldPacERE5P1yXN6BiIiIiHIh0EL1dtQDwT0RERGR0eU40EI+yuDBg6V8+fKqOwVT2uAe/8dyJA4TERERGVGOAq0FCxZI06ZN5T//+Y/cuHEj3RQ8+P9nn32m1mPKGyIiIiKjcTjQwoTS2hQ1KOSJOQD/+usv9f9r167Jzp071byBmEIHQ92/+eYb5+45ERERkbcGWnPmzFG1sRYtWiRff/21dOjQQU2D4+PjI2XLlpXHH39cLcd6tHDh8URERERG4nCg9ccff6jA6tVXX830cZjcGflav//+u6MvRURERGSsQKtgwYK6BRv1INDC44mIiIiMxOFAq2XLlmrC5oSEhEwfhwrZmNT50UcfdfSliIiIiIwVaGFaHkyuO2zYMDUtiR4kxr/88svqcZgvkYiIiMhI7JqCR09iYqJMmTJFZsyYoUYYDh06VOrUqSOlS5eWyMhIOXnypCxbtkxu374tb731lmrZ2rNnT4bnadeuXU7fAxEREZF3BVrt27dXow4xovDmzZsye/bsDI/BOkCgpQfbp6SkOLoLRERERN4ZaKElCoESERERETk50Nq9e7ejmxIREREZglMnlSYiIiKi/2GgRURERORuXYeWCe/Hjh2TCxcuSFxcnDkBXs8LL7yQ05cjIiIiMkag9dlnn8nkyZPl+vXrdj2egRYREREZiW9OgqzBgwernzEVz8MPPyylSpXiSEQiIiKinAZac+fOVUHV22+/LePGjZP8+ZnuRUREROSUQOv8+fNqsugJEyY4+hREREREXs3hQKtMmTISHBzs3L0hIiIi8iIO9/f16NFDIiIi1FyGREREROTEQGvatGlSqVIl6devn5rrkIiIiIic1HUYFBQk+/btk+eff16qV68unTp1UveFChXSfTwS56dOneroyxEREREZq47Wv//9b9m7d6/Ex8fL+vXrbQZYKGLKQIuIiIiMxuFAa/HixfLWW2+pnx999FFp2LAh62gREREROSvQQivVmjVr5Nlnn3X0aYiIiIi8lsPJ8FeuXJGQkBAGWURERETODrTKlSsnRYsWdXRzIiIiIq/ncKCF7kLU0ULLFhERERE5uY5Ws2bNpHv37nLs2DFHn4aIiIjIazmcDD9y5EipWrWqrFu3Tho3biyNGjXKso7WsmXLcrKvRERERMYItFauXGmukQVHjhxRN1sYaBEREZHROBxorVixQnIDAjlUoN+8ebP8/PPPcurUKVUgFRNao37Xa6+9Jo8//rjN7Q8cOCDvvPOO7N+/X+Li4lQr3HPPPSdjx44Vf39/m9udPHlSZs6cKT/++KPcuXNHKlSoIL169ZIpU6ZI8eLFXfRuiYiIyJs4HGgNGjRIcgMCnSeffFL9nD9/fqlRo4YULlxYzp49Kxs2bFA3BD9hYWEZtl21apXaz9TUVBUoYW7G48ePq0KrW7Zskd27d+t2de7atUu6dOkiCQkJqghrvXr1VIA3b9482bhxowraypQpkyvvn4iIiAyYDJ9b0KKF4GrJkiUSFRUlp0+flqNHj8rt27dl4sSJ6jFoefr222/TbXfp0iUZOnSoCrLmzJkjV69eVdshQKtVq5YcOnRIxo0bl+H1YmNj1UTZCLJGjRolf/31l+oSxejK1q1by4ULF9TzEhEREXl8oNW8eXPVjffKK69IiRIlzMsLFCggs2bNUpNZw9KlS9NtN3fuXElKSpKOHTuqbkLkiEGVKlVk+fLl6udPPvlEbt68mW67jz/+WCIjI6VOnTry/vvvi5+fn1pesmRJWb16tfj6+sp3332ngjYiIiIil00qDffv31fdcH/88YdER0dLcnKyU5PhsyqK+tRTT8nWrVvlzJkz6VrB0MUHeq1PrVq1ktq1a6vuQOR+DR8+3LwOXZHw4osvio+PT7rtKleurLoxt23bJl9//bUabUlERETkkkDryy+/VC1NMTEx5mXaKEStBUlb5qpRh4mJieo+ICDAvAzdfNevX1c/o7tPD5Yj0Dp48KA50EpJSTGPnMxsOwRa2I6IiIjIJYEWRvM9//zzKsCZPHmyrF27Vs6dO6e68JAPhRYutHQVLFhQJauXL19enA0BHOp4WQdGyMMCvLat161WrVq6x2p5XVqLnLbenu2IiIiInBpovffee5KWlqZG9nXr1k2N1EOgZdlVhxajvn37yocffphpjS1HIaj77bffVL7WG2+8YV6OcgyAMgyWLWuWtHwv7bHWP1vmg2W1XXYgbww3jdYaiADPVrerLdrjs7udt8MACK3bV2thtYRzAueM9XrtZ711WW1rCa+NfeDvheeos/Fv3nOPKa4J+X19JdXHR5LzZ0yPTvP1Fb+CBSXV19cl6/G66vVz4dpklPM02c73l89k69MiC2gpwi9MSyZv27atKnuAZZaQO4XE8mHDhqlEc2dBMjpasdB1iFGFSHjXfP755/LCCy+ocg625mJEQjyCQlSzR4AIqNPVrl27//1R6JysKDfxxBNPqA9TdDVmV2hoqEyfPj3DciTa26qqT0RERO4FNT0HDBgg9+7dyzSf3OEWLZRXePjhh83/177lIzkeda40Dz30kKpDhYR1Z7l48aJ07dpVBVl4k2+++Wa69Voh0gcPHth8Dq1VyTK3y7KAKbbVK2iqt112oCTFmDFj0rVoISDE6MisEv/1ount27erAQHa6EgSFfzPnz9fDXoICgrKcEhQogPB+ODBg9UABw2+c6C8B1pgBw4cmG5dVttqMCAEXzhGjx7NWms8R52Of/Oee0xxXVoeGipDgoKkTJEiGdaH37wps3fvlrD27aW6Tp3GnK6/GRcny6OjZUhoqMuvTUY5T2Ms8tMz43CghXIHqDWlQaV2OH/+fLoADCxbvnLqxo0b6peHZHcUFdWmAtLr3rt79645Ed+a1vVn2UVo+TPWlytXzq7tsgN5Y7hZw8no6AmZk229kdZ1B3q/e5wTWhCutz6zdVlta9l1yd/J//AcdS4eT887prgmpKWkiE9qqvilpWVYnz8lRZKTksQnJcUl6/G66vVz8drk7eepn53vzeE6WiEhIeaRfYBSB/gQQs6WJSTFo/sQFdZzCq0FCLIQzD322GMqEV7vjdasWdPc+nTt2jXd50LLhOVjtfekPZ+23p7tiIiIiJwaaCHgQYtRRESE+j+68NDVhiT5f/7zn6r7BVPdIJ8JSfN9+vSRnMA8hZ07d1ZT6DRr1kyNaLTVfYcunbJly6qfMU+iHm15ixYtzMtQjFSrjZWd7YiIiIicGmg9++yz0qFDBzUlDiDP6KOPPlLBChK7MX3N22+/rVqhEJRgmhxHoWWqR48eqnYV8r1QxyowMNDm49GlgwmgQa92F3JoMCISrVfdu3dPt653797qHl2S1on9SKzfsWOH+jmngSMRERF5P4cDLQQ8SHbTAhPABM6YLgdT42CUIYItdO9hNF8RneQ/eyDY6d+/vxrthxGCeE29BGdrGIWIBP0ffvhBTcejDa68fPmyDBkyRP380ksvmVu+NCNGjFD5ZngfSFrXhm8i+R+tdhhpiGl/mjRp4tD7ISIiIuPI8RQ8egU9J0yY4LTn++qrr2TTpk3qZ5RbQF0uPUhc14qXQtWqVVWdLYwOw+TRCxculNKlS6uuRwRPCJQQgFnDyD9UvMeoxg8++EDWrFmjuiIReGEoJ/K4tLkSiYiIiHI10HI2y+KeqMZuqyI7Jou2hlpaNWrUkNmzZ6vuwhMnTqhA8LnnnpPx48frlm8A5JUdPnxYdXeiJS08PFwqVKiguiNR5d7REYdERER5JfHBA5sVAFDHsVixYrm+T0bg1EAL3WuffPKJ/Prrr2oIPEbmoTuxUaNGDj8nJnfGzVGopYTEeUe6RtGaRURE5OlikpIk/NgxSZs1S7c4tl9wsLw2dSqDrbwMtDC34euvvy5169ZVieLW0CWHkYi3bt0y50MhaX3x4sWq2+7VV1917p4TERGRXRKSk8UvMVF6+ftLSMmS6dZFxsfLhqgolR7DVq08TIZHZXfMV6hX1gDlG9AdhyZJjPhDHhW65tq0aaPWoUo2AjEiIiLKO8EBAVIuMDDdrRSnf3OPQAsjB22VNUAQhnpaCLKQvL527VqVF/XTTz/J8OHD1Ug9Z85zSERERORVgRbKIiDhHCP3rH377bfqvnnz5unKPWiTKKO2FoIuIiIiIiOxO9BC7pVekKXlb6E1q1u3bhnWoU4Vipmi2CcRERGRkdgdaCHXClXerWFiaZRNgJYtW+pui3kOLcs0EBERERmB3aMO0SqF7sOoqChVOV2DLkHkYKF7EF2Heu7cueOUSaWJPAG+VNiqVQOsV0NEZBx2B1rt27eXTz/9VCZNmqRqZWnT48ybN091G2KEod40O5gM+vz589K0aVPn7jmRG7p//74cO3ZMlixZolurBvB3gimiOIyaiMj72R1ovfHGG/LZZ5+pSZr37t0rDRo0kN9//13OnTun1mNeQz1IlEe3o15ZCCJvg0K9qCNXv359NZuAtbt376qZBlivhojIGOwOtOrUqaOCLEzEfOrUKXXTvPzyy9KzZ0/d7fDNHi1emIiZyCjQWlXSqiggEREZT7am4Bk4cKDqIsSkyxcuXFATMP/jH/9QcwPqiYyMVJM3o9vw8ccfd9Y+ExEREXnnXIeopYWq7/ZAAvz8+fMd2S8iIiIi45R3ICIiIqLsYaBFRERE5CIMtIiIiIhchIEWERERkYsw0CIiIiJyEQZaRERERHkZaF25ckVu3brlqn0gIiIiMm4drZCQEGnbtq2aQFozZMgQeeihh2TChAmu3D8iIiKPcO/ePTW9lh5MNI8push47C5YivnbLK1cuVJViWegRURERocga3FYmCRHRemuj42PlwsREZIYFCQSGJjr+0duHmgFBgbKtWvXXL83REREHggtWQiyegcESKlChTKsP5GWJouSkiQlOTlP9o/cPNBq3Lix7NmzR0aPHq3mNgwICDBH8Fhur3bt2jm+p0RERG4OQVY5nRarm3FxebI/5CGB1rRp01SA9cEHH6ib5vjx43ZPFp0vXz5JSUlxfE+JiIiIvDHQat++vRw9elSWLVsmp06dkoSEBNm9e7cULVpUGjZs6Pq9JCIiIvLmZPi6devKvHnzzP/Pnz+/NGjQQHbt2uWqfSMiIiIyRqBlbdCgQVKrVi3n7g0RERGRF3E40FqxYoVz94SIiIjIyzgcaFm6ePGibN++Xc6cOSOxsbGqHASKmT711FNStWpVZ7wEERERkbECrTt37sjIkSNl3bp15oKmuMcIQ8B9v379ZPHixVKiRAnn7DERERGRtwdaGHn4xBNPyB9//KGCq0cffVTq1asnZcqUUVMNREREyIEDB+TLL79UIxX37dsn/v7+zt17IiIiIm8MtObPny+///671K5dW/7zn/9I06ZNMzzm8OHDKmkej1uwYAGn6yEiIiJDye/ohl999ZX4+PjIt99+qxtkAZZ/8803qhQEWraIiIiIjMThQOvcuXNSv359qVatWqaPq169unocHk9ERERkJA4HWmjNSrZzckw8Dq1aREREREbicPSDYqUnT55UyfCZQX7WiRMnpE6dOo6+FBEREZGxAq3nn39ejTbs2rWrbNmyRfcxyM/q3r27KvOAxxMREREZicOB1iuvvCKPP/64/PXXX9KzZ09VmLRTp05qlCHuQ0JCpFevXvLnn3+qx+HxOSmIunTpUhk2bJg88sgj4uvrq4K3mTNn2twmNDRUPSazG8pO2ILWuoEDB0q5cuVUWQrkmr355pty9+5dh98HOc+9e/fk+vXrujeUF3nw4AEPNxEReW55BwQ73333nUyZMkU+/vhjuXz5srpZKlSokAqwwsLCVE6XoxYuXKhujqhUqZJUrlxZdx32Tw8myu7SpYuqFVaqVClVHwxBGSbV3rhxo+zfv1/VC6O8C7Lmzp0rcXFxuuvv378vp0+fljZt2uT6vhERETmtMjxaet577z2ZNm2a7N27V03Bgw+/IkWKqCl48EGH6XhyKjg4WHVRNm/eXJo1ayaffvqprF+/3q5thwwZolq37IUphFDNHkHWqFGj1Pvz8/OT27dvS48ePVTh1aFDh6qyFpQ34uPj1XnWoEEDKV68eIb1ly5dUgVz7R2sQURE5NZzHSKYQnchbq6AVjNLrqzJhda5yMhIlbz//vvvm1viSpYsKatXr1ZdiGjJO3r0qDRu3Nhl+0FZQ5CF34ve1FBERETugDUXrGzYsEHdv/jiixm6O9EF+eSTT6qfv/7669z6HREREZGRW7TcGfKt0I2Err+goCDV/fjCCy9I2bJlMzw2JSVFjhw5on5u3bq17vNh+bZt2+TgwYMu33ciIiLybF4faO3Zsyfd/5HbhZytJUuWqFYr69weLa/HVsV7bfnZs2ddts9ERETkHbw20EJZhkmTJqkSEwiOAgIC5LffflMlIbZu3aqS5JHf061bN93cnhIlSug+r7bc0TygpKQkddPExMSoewR42U3e1h5vtKTv1NRUc7cuarlZQ+mOAgUKZHu99rMj29q7HrDveA9G+L0Z9Rx1FR5P9z2m+JvO7+srqZg1RWcmlDRfX/ErWFBSfX3dbj32We27k65LRjlPk+18f/lMtj4N3Bhaoj777DNVNsI6UT4reLt9+vRRZRqQ2I6WKXw4ws8//yzt2rX73x+Nzsn6448/yhNPPKE+LNHVmF1oTZs+fXqG5Ui0t1VugoiIiNxvBPyAAQNUyaGiRYsar0XLFgRV77zzjgq0zp8/L8eOHVNFULVyFRoUvLT8v0ZrjUILmSMmTpwoY8aMSdeihVpfHTt2zPQXZSua3r59uzz11FOqBIVRoCDp/PnzpVWrVirvztqFCxfk888/l8GDB+vWULO1HkE4ynt8+OGHqlhtdra1d310dLSqwzZ69GhD1GIz6jnqKjye7ntMcV1aHhoqQ4KCpEyRIhnWh9+8KbN375aw9u2lus7ffl6uvxkXJ8ujo2VIaKhTrktGOU9j/u6RyorhAi1AjS98QOND79y5c+ZAy7K7EF2D6H60pnUZ2upazErBggXVzRpORkdPyJxs64m0rjfQWiMtIWDSKsM7sj4n22a13rLr00i/M6Odo67G4+l+xxR/02kpKeKTmip+aWkZ1udPSZHkpCTxSUlxu/XYZ7XvTr4ueft56mfne3O4vAO61VBI1DLfyBMPkGX3H6YN0pajZUKPtrxmzZq5sp9ERETkuRwOtFD9HTlOeq0z7i4qKkpu3bqlfq5YsWK6aYW0IqSoAK9HW96iRYtc2VciIiIyYKBVu3Zt1SftiVDxHV08xYoVU1P6WOrdu7e6X7lypbl7SnPlyhXZsWOH+hkJ9UREREQuCbSGDRumAg9MR+NuUKB05MiR6t5SYmKizJo1S9599131//Hjx5uH4mtGjBihukRPnjypkta14ZsoeIrRBehqxFRDTZo0ycV3RERERIYLtBCUPPfcc7Jw4UKVWO4q6K5D8KPdtLkOZ8+enW751atX1XIERx999JHUr19fSpcuLU2bNlU31M2aPHmypKWlqYmhJ0yYkOG1MPIPz48Rhx988IFUqFBBbYsRZNgP5HEtX77cZe+ViIiIvIfDow61CukJCQmq5Qc3BDuFCxfWfTxGYKGcgiMQOKFFSa+GBW4arasPwRBqbGEY/alTp+T06dNqJBiCrs6dO8tLL70kTz/9tM3XQ52sw4cPq+KmqJsVHh6uAi4UP0XdLkdHHBIREZGxOBxoYboaa5GRkeqmx9ZQd3u0b9/eZpVtPcWLF892IVNr9erVkzVr1uToOYiIiMjYHA60Ll686Nw9ISIiIvIyDgdaVapUce6eEBERuTlMt2KZsqLBKHytWDGRGL0yPHnuxQx4QSOivLouLQ4Lk+SoqAzrYuPj5UJEhCRiWrDAwDzZP/LSQAsR/Lp16+Snn36Sv/76S5VQ2Llzp3n9gQMH1Pxx2kTMRPZczObOnStxcXG66+/fv68GOLRp04YHk4hyDb78IcjqHRAgpQoVSrfuRFqaLEpKkpS/SwIROSXQ+uWXX6Rfv37y559/mpPVrZPeN2/erD40v//++0xH+hFZXswQZDVo0EANbNAbiIEaaVqNMyKi3IQgq5xVqxUmZiZyah0tzPn3j3/8Q9WuQjX1zz77TI3Us/bPf/5TBWHr16939KXIoBBkofaZ9Q0V/YmIiLw60EKNqZiYGHn77bdV1+Hzzz+v2/qAoqFBQUFy6NChnO4rERERkTECre3bt6uWBb3q6tZQQBTdi0RERERG4nCghcKk1atXt6sQKZLgbSU2ExEREXkrhwMtdBNilKE9MPVOmTJlHH0pIiIiImMFWs2bN5dbt27Jzz//nOnjNm3apCacbtu2raMvRURERGSsQOvVV19VowmHDBkix44d033Mnj17ZPjw4ap7EY8nIiIiMhKHAy3UxBo1apTqFmzatKm0bNlSzpw5o9a98MIL0rhxY3n88cclKipKJcxjPREREZGR5Khg6YIFC6ROnToSGhoqv/76q3n5F198oe6Dg4NlxowZMmLEiJzvKREREZHRpuB5+eWXVfchptoJDw9X06cUKVJE6tatq/KyChYs6Jw9JSIiIjLipNJ+fn7Srl07dSMiIiLPkvjggdy8edPm+kKFCnFWjrwMtIiIiMgzxSQlSfixY5I2a5YKqPT4BQfLa1OnMtjKi0ALEfDHH38s//3vf1UyfGxsrAQGBspDDz2kEubRtVi2bNmcvgwRERG5QEJysvglJkovf38JKVkyw/rI+HjZEBUl8fHxDLRyO9DCRNEvvfSSmvMQpR40qJv1yy+/yMGDB2X+/PmydOlS6du3b05eioiIiFwoOCBAygUG6q9MSOCxz+1Aa+/evdKvXz9JS0tTpRxGjhypRiCiAjwKmZ48eVI+/PBDOXr0qAwYMEDKly8vrVu3dvTliIiIiIxTRwtlG9CKNX78eDl8+LAaefjoo49KtWrVVM2swYMHq+WooZWamirTp0937p4TEREReWughW7BkiVLyttvv53p48LCwlQ9LTyeiIiIyEgcDrQwrU7VqlUlf/7Mn8LHx0c9Do8nIiIiMhKHA62GDRvKhQsXVLdgZlJSUtTjGjVq5OhLERERERkr0Jo4caIaXYj7zEyePFk9btKkSY6+FBEREZH3jjq8cuVKhmUYYThr1iyZOnWq7Ny5U1555RW1rHTp0hIZGalGHS5ZskSOHz8us2fPllq1arli/4mIiIg8O9AKCQmxmWOFkYe///67KkxqC1q90KKFbkQiIiIio7Ar0KpcuTKT2YmIiIhcEWhdunQpu89LREREZHgOJ8MTERERUeYYaBERERG546TSmrt378rFixclLi4u3eTS1tq1a+eMlyMiIiLy/kDrxx9/VHWyfv311ywfi1GLHHVIRERERuJwoPX9999Lz549VfDk7++vptkpVaoURycSERER5TTQeuutt9T0O6if9c4770ixYsUcfSoiIiIir+RwoHXixAkJDg6Wjz76yLl7RERERGT0QKtEiRJSoUIF5+4NkQEkJSXJzZs3ba4vVKgQW4iJiIweaHXs2FG+/vpruX//vhQuXFhcCSMad+zYoZLucYuIiFDdlmFhYTJlypRMtz1w4IDq2ty/f78aFYlcsueee07Gjh2rcstswVyNM2fOVAn/d+7cUUFlr1691OsVL17cBe+SjAB/L8eOHVPzgCKg0lOkSBF1frI7nojIwIHW9OnTZevWrSpH69NPP800aMmphQsXqlt2rVq1SgYNGqSCMgRKlSpVUpNcI79sy5Ytsnv3bt0Pu127dkmXLl0kISFBJfjXq1dPTp06JfPmzZONGzeqoK1MmTJOendkJA8ePFAlUOrXr6/bIoxSKeHh4RIfH89Ai4jIyIEW5j/cs2ePvPDCC1KjRg3VSlS9enWb39IBj3UEcsG6du0qzZs3l2bNmqnAbv369VlOGzR06FAVZM2ZM0fefPNNNSLy8uXL8vTTT8uhQ4dk3Lhxsnjx4nTbxcbGSr9+/VSQNWrUKHnvvffEz89Pbt++LT169JB9+/ap5/32228dei9EgNaqkiVL8mAQEXm5HNXRQjfe1atX5fr16/L+++9n+XhHAy3r7sEvv/wyy23mzp2rcmHQxYluGE2VKlVk+fLl0rp1a/nkk09k6tSp6VqnPv74Y4mMjJQ6deqo9+Tj46OW40Nx9erVKpj87rvv5OjRo9K4cWOH3g8REREZg8OB1tq1a82BU8WKFaVBgwZuU0cLXTPo4gO0Pllr1aqV1K5dW3UHbt68WYYPH25et2HDBnX/4osvmoMsy1a8J598UrZt26by0xhoERERkUsCrdmzZ6ugCvfolsuf332mTbxy5YpqZQO0XOnBcgRaBw8eNAdaKL565MiRLLdDoIXtiIiIiFwSaJ05c0Yl8yLPyd2cPXtW3RcsWFDKly+v+5hq1aqle6yW15WcnJxuvT3bERERETk10ELOkruOvEM5BkAZBltdmagDZvlY65+19fZslx3IG8NNExMTo+4R4GlBnr20x2d3O3eHAQxat63eJOX4nRYoUMDp67WfXfHc9q4HvHccA2/4vXrrOZpXeDzz9pji7zK/r6+k+vhIslUvTpqvr/gVLCipvr4Z1rn7+qy2xftV79vO65JRztNkO99fPpOtq30WRo4cKStWrJA///wz10dPIX/qs88+s1lH6/PPP1f5YyjngG5EPUiIR/4WktvPnTunlv3888/Srl27//1B6ZxwqKv1xBNPqA9DRybJDg0NVaUxrCHRPrMRm0REROQ+UIZnwIABcu/ePSlatKjzW7RQzBNFRPv37y9ffPGFW7VuaTW9ULPIFq1VKSAgIMN22rZ6tcH0tsuOiRMnypgxY9K1aCEgxOjIzH5RtqLp7du3y1NPPaVKUHgLVE2fP3++GrQQFBSUYf2FCxdUMD148GA1QMFZ6/GdA+U9PvzwQxk4cKBTn9ve9dHR0apO2+jRo93qb8pR3nqO5hUez7w9prg2LQ8NlSFBQVKmSJF068Jv3pTZu3dLWPv2Ul3nb9ed12e17c24OFkeHS1DQkPtui4Z5TyN+btHKisOB1qoP9W5c2c11yFahTp16pRpHS10maCUQm7QuvdQ/BEfnnrdh1rXn2UXoeXPWF+uXDm7tssO5I3hZg0no6MnZE62dUda1xno/e7wO9WCaFesd+VzZ7XesuvUm36n3naO5jUez7w5pvi7TEtJEZ/UVPFLS0u3Ln9KiiQnJYlPSkqGde6+Pqtt8X7V+87mdcnbz1N735vDgRa6wPBBgQ8ORK+2Cohqj8nNQKtmzZrm1qdr167pVuBGy4LlYyEkJEQdOLwfrNcLtPS2IyIiInJqoDVt2jRxV+iSKVu2rNy4cUNVcn/22WczPAbLoUWLFuZlvr6+qjYWSjdgvV6JB73tiIiIiAwTaKH1DBNAo1tz2bJlGQIt5MCghhZar7p3755uXe/evVWgtXLlSvm///u/dEVLkViPvDTo06dPLr0bIiIi8lTuU2XUyTDtDobR//DDD2o6Hm1wJeY6HDJkiPr5pZdeUi1flkaMGKHmVjx58qRKWteGb2KuQ4wuwEhD5KM1adIkD94VEREReRKPCLTQXYfgR7tpcx2iKr3lcsy7qKlataosXbpUlWhAUVWM7EO3IHKrTp8+rQIlBGDWMPIPz48Rhx988IHK72ratKnqjsR+II8LpSGIiIiIXNZ1OGPGjGw9PifJ8GhVQouSXg0L3DTaSDUNamnVqFFDBWToLjxx4oSq7P7cc8/J+PHjdcs3AOpkHT58WJWwQN2s8PBwFXChOxJ1uxwdcUhERETG4pRRh9ash63ndNRh+/btbVbRzgpqMW3ZsiXb29WrV0/WrFnj0GsSERERuSwZ/v79+6ra+n//+1/VyoQq8sWKFeMRJyIiIkNx6ahDTM+DCtsIuA4cOODoSxERERF5JJcmw1esWFEllp89ezbXipUSERERGWbUIaqr169fXzZu3OjqlyIiIiIyXnkHzGwdGRmZGy9FREREZJxAa+vWrXLx4kVVx4qIiIjISBxOhv/Pf/5jcx1KMaAF69ChQ7Jp0yZV2mHQoEGOvhQRERGRsQKtF198MUO9LGta7auhQ4fKxIkTHX0p8kLoTrYsNmvp5s2b8uDBg1zfJyIiIrcJtFB13VagheWFCxdWVdgxL2Dt2rVzso/khUEWpj+Ki4uzWYcN0yS1adMm1/eNiIjILQKtlStXOnVHyDjQkoUgq0GDBlK8ePEM6y9duiQRERHmCb2JiIgMF2gR5RSCrJIlS2ZYfufOHR5cIiLyCrlS3oGIiIjIiHydMcowO3ldREREREbh68xRhllhoEVkTMi3wwTzlPPj6OvrK4mJiR5xPLGvuBEZmd1/AR06dMh2oIWLwr59+9QFIadBGhF5Fvzdo55e6dKl1QAHXgNyDiVzypYtK1evXvWY44kR6MHBwVKoUKG83hUi9w60duzYka0LLEYlzpw5U9LS0tSyhg0bOraHRORxcA1AMICWFwQGGPTg5+fnMcGBu8L1FCN2ixQpIvnz53f7oDApKUmio6PVuVC1alUpUKCAuDvW+CNn83X2ReDzzz+XsLAwNe0O/tAwhH/atGnSu3dvZ74UEbmxqKgo9SGLqbfQsu0JgYEnwDUWxXz9/f094ngGBARIYGCg+jy4deuWVKxYUdw9yFocFibJUVG662Pj4+VCRIQkBgWJBAbm+v6RgQMtBFSrVq1SAda5c+fU/+vWrasCrL59+zrjJYjIQ+DvPzY2VooVK6Y+aFkPzdh8fHzUuYCyLTg33LlVEzX+EGT1DgiQUjpdnSfS0mRRUpKksMYf5Wag9eWXX8qMGTNUJW/8EdWqVUveeust6d+/v1v/QRGRayCw0lqxiAABN1o5cV54QvchgqxyOi1WN23MZkHkkkBr3bp1Mn36dDl58qQKsGrWrClTp06VAQMGeESTNhG5hpaXiZYMIstzQTs3iIwk24HWhg0bVIB1/PhxFWBhPkMEWM8//zwDLCInQG4TJtbWg5Fb6IbxBGzRJp4LRNkItL755hsJDQ2VP/74QwVYISEhMnnyZFVfi99ciZwDE2ofO3ZMlixZojscHt1xY8eO9Zhgi4jI6OwOtHr27Km+oSKoeu6552TIkCFquPbBgwftfrFWrVo5up9EhoARZfgiU79+falQoUK6dXfv3pXw8HCVsMtAi4jIS7sOUR/niy++ULfsQJCWkpKS3ZcjMiQEUnoTbhMR5YXEBw9spjR4WlqD2wZalStXZs4FEZETIQXj8uXL6ueNGzeqngM9Tz75pOzcuVOWLVvGmoSU62KSkiT82DFJmzXLZoV/v+BgeW3qVAZbOQm0MIUGEVFuVOB2V6781o4c2B49evALLbmdhORk8UtMlF7+/hKi09IeGR8vG6KimNZgA2f7JKI8CbLmzp2rppPxJK4ajIDcVww0Wr9+vTzzzDNOfW4iZwkOCNCtL6YkJPBA28BAi4hyHVqyEGRhiq7ixYt7xG/AlYMRMMAIea8ondOnTx+2ahF5EQZaRJRnEGQx6V/UKO69e/eq+oRfffWV9OvXz+5jeOrUKZkzZ478+OOPcv36ddXq1rJlS/m///s/6dChQ4bHX7hwQRWc3rp1q5w/f17NQVi0aFFp0qSJ/Otf/5IuXbpk2Gb37t3y+OOPy2OPPSY7duyQ999/X81ri+1Lly7N1BKiTLCEOxFRHkOpHNQlBLRq2VtBHUHZI488IitWrJDo6Gg1xyymuPn+++9VAv2iRYsybDNr1iyZMGGCHDlyROWcPfzww+r1//vf/0rXrl3l3Xfftfl6KD2ChP3x48dLQkKCej1OtUSUOQZaRERuAMWfMdMGpjXDHLJZQWHbF154Qc3I8cknn6iuzd9++021aqHAdGBgoIwePVrlfllC1+Qvv/wiMTExao7aQ4cOybVr12TPnj1Srlw5FfChpUrPvn371OP3798v586dk8OHD6sbEdnGQIuIyA34+vqq6cxgxowZqmZhZtDyhema0AI1bNiwdFOgdevWTd5++231HB988EG67Tp16iQtWrTIkAfWtm1bCQsLU9usXbtW9zWx7qOPPpJHH33UvMzf39+h90tkFMzRIiJyE5gzFl17aGlatWqVarGyNYMAugcxWhEtYXq6d++ucq5++umnDOsiIyNl9erVamYP5GglJiaaR4OCdSuYBoMAUIKCiOzHQIuIyE0gcEKrFgIstC4NGDBAtXRZO3PmjAqOkI/VuXNnm/lU8Ndff6Vb/sMPP8izzz5rDqr0IN9LT82aNTm3LVE2MdAiInIjCK7Q7YdWLYzsGzx4cIbHaEESWraQN5UZrbUKkMfVv39/tT2CuZEjR0qtWrXUqEN0PWJE4VNPPSXJycm6z1W4cOEcvz8io2GOFhGRm7VqvfXWW+pntGrpzRGrjfTDxONoucrqpkFJhzt37qgcq5UrV6pcLZTY0PK7rl69mmvvk8goGGgREbkZtDqhdMLFixdVQKTXhYeSDBhhaKubL7Op1BBoWSfDZ5abRUSO8+pAC0miuJhkdrNsVrd04MABlfRZqlQpCQgIUBc9fLu09XgiImdBC9O0adPUzzNnzszQlYf6V08//bSqt2U9qjAzuJbBzZs3M6y7ffu2mrSaiJzLEDla+PaH6sV6LIdEazDaZ9CgQWooM5rmK1WqpCo2ozl/y5YtqkqyrRnMiYicoW/fvirIwrQ/f/75Z4b1+OK3fft29RiUWHj99dfNgRSgtQsFTQsWLCgjRowwl3AALMcXURQ11R6LaYD0uimJKGe8ukVLM2nSJDW9hd4No3asm9aHDh2qgixMa4GchaNHj8rZs2dV0iiK9Y0bNy7P3gsRGQNa3LVWLb2aWg0bNpQ1a9aoQGrixIkSFBQkjRo1UnlXlStXlvLly8sbb7yRbnocTLODSavRQoakd3wJxTZ4PK5z77zzTq6+RyIjMESLVnbMnTtXFQHs2LGjjB071ry8SpUqsnz5cmndurWqwowh2GXKlMnTfSXydBgF5ynyYl979+6tAqrff/9dd32vXr3kxIkTMn/+fDWFDkYqIpkeLfFYh+lyUE/LusW+Tp06akTj5cuX1VyTCL5CQ0NVyxYRORcDLQsYnbNx40b1M1q1rLVq1Upq166tJnHdvHmzDB8+3Mm/DiJjQNc7Rs6hW8yTYJ+dmTZg2dpkq1UL0+pokJOFqXMs4UvgggUL7H5NtOKj8jxu1tBqbzlKUdO+fXvd5USUNUMEWl9//bVs2rRJXaCQq4VWKdSQQZVjS1euXDF/o8Nj9GA5Ai1UVGagReQY/O2hxTg+Pt6jDiGCLOvrBhGRGD3Q+u6779L9H/N4IfcBU1D84x//MC9HHhYg5wH5DXow6avlY4nIMQhYGLQQkbfz6kCrevXqat6wLl26SNWqVVUzPMo2IL8KLVLIX0BCfNOmTdXjUcgPUMBPr8YMlChRIt1jswv5X7hptG4AJKfaqsZsi/b47G6X15DYizwS0OuOwLHXBink5nrt57x4bXvX47jh+Lnz7xz7hn1HN5f2HrT/U8546vHUzgWcG9rfvruwvI7ibyu/r6+k+vhIss6I9DRfX/ErWFBSfX0zrM9snbuvz+lz43ip4/b3tclTP5uyy973l89kwI53TFuBYc6//vqrdOjQQXbu3KmWIzkUXYoo54BuRD1IiEf+FoK4c+fOZfu1kXA6ffr0DMvRusaSEeQNMDdf2bJl1d+R9aheMiZcczGC+8aNGywhQV4DqQ+YMgtTWmEaK0O2aNmCiz9q0KDgH2pioXUKLVWoRaNdFGzRWqMs69VkB4ZhjxkzJl2LFj6QMMoxs1+UrWgadXQwTBtVoj0FiiVilBQGF2BIurULFy6Y53jDsPPcWo/vHLGxsfLhhx/KwIEDc/W17VmPCuD79++X0aNHu/WIVxT1xYcqEsfRDY9jGhgYaLOVmOynnaOedjxxTuCa2a5dO/N11l1YXkfxN7Y8NFSGBAVJmb+nObIUfvOmzN69W8Lat5fqVn+Dma1z9/U5fe6bcXGyPDpahoSGqmuTp342ZZf1wBRbDBloaVNQaE3a+HBDfRmtWxDDuHFB07uQaV2G2mOzCx88uFnDyejoCZmTbfOC1v0FescYx14LdvNifV6+dlbrtW5Xd/59Yx+x7ygGrL0H7f+UM1p3oacdT+1ccOdrFfYLf1tpKSnik5oqfjpds/lTUiQ5KUl8UlIyrM9snbuvz+lz43ip42Z1bXLn37cz2PvePOcv1YUHSKuGjOJ9WqvVtWvXdLdDUGb5WCIiIiJbDBtoRUREmH+uWLGiukdXDXJLYN++fbrbactRfZmIiIgoM4YNtObNm6fuUYAUVZQBTduopgx6k6siPwY1tNAaZl1tmYiIiMgwgRYS8ZB4fvHixXTLMTpg1KhRao4wwETRllBEEcnyP/zwg5qORxuUiakqhgwZon5+6aWXzC1fRERERIYLtO7fv68mSEWBUXQNNm/eXE2eisrwixYtMk/YihnrLaHe1tKlS1XyJiaPxojAxo0bq5wszCOGpHkEYERERESGHXWIgGjy5MmqQCnqXR0/fly1TqGbEDW0Ro4caTPPCrW0atSoIbNnz1bdhZi0FQEbgrLx48e73fBkd4XWQ70pVlDeIbMSGkRERN7CawMttETNnDnT4e1R42nLli1O3SejBVlo+YuLi9NtbUTrYJs2bfJk34iIiHKL1wZalLfQkoUgq0GDBmpKI0uXLl1Soz69fXoGInL/lnatph9a2qOiotjaTk7HQItcCkFWyZIl0y1zdJ5IIqKcBlmLw8IkOSrKvAxz9D3SrZuqCH8vJkYuRERIImasCAzkwSanYKBFRESGgJYsBFm9AwKkVKFC5gmRj4ioaXdOP3ggi5KSJIWt7eREDLSIiMhQEGSV+7vFKvnvqYwwt2GUg3PYEmWGgRYRudWoVHdWqFAhKVasmNOeLyQkRNXoywwmYH/jjTec9ppElLsYaBGRW+TKeAK/4GB5bepUpwZbgDp9qPGnR5u5gog8EwMtInKLXBl3FxkfLxuiotS+OzvQmjRpkrz44otOfU4icg8MtIjILXJlPEJCQl7vARF5GK+dgoeIyJvmbn3ttdfUNGKYJgy5YtWrV5dXXnlFrly5orsNWsgw1djKlSvVnK/4P7ohfX19JTQ0NNffA5FRsUWLiMjNderUSdLS0qRUqVJq1gtMJ4bg6eOPP5Z169bJnj17pG7durrbYhaG0aNHS0JCgtSrV0+KFi2qAjAiyh0MtIg8SFJSkqpgnVuj4sg9LFmyRLp27Sply5aVmJgYFSzhXMCIRMzp+uqrr8quXbt0t8VUWF26dJEVK1ZIEApxikhiYmIuvwMi42KgReQhMEfksWPH1IcuAio9RYoUkbFjxzLY8jCDBw9WN2uPPfaY7N69W4YPH67+j1YtTUBAgEqi37p1q3rMX3/9pTtCEa1gq1evlsKFC5uX+fv7u+y9EFF6DLSIPMSDBw9Ul1H9+vV1P1Dv3r0r4eHhLhkVR65lq7wD5grVHD58WHUTItjG71ibo+/s2bPqHsv1zos+ffqkC7KIKHcx0CLyMAiirOePJM+WWXkHBNdIhEdLZmaio6N1l9epU8cp+0hEjuGoQyIiN/b555+rIAutUosXL5YjR45IXFycCsBwGzhwoHpcso35+diaRZS32KJFROTGVq1ape7nzZsnw4YNU8nwyM/SXL16NQ/3joiywkCLiMiNXbp0Sd23atUqwzq0Yp08eTIP9ooovcQHD8wjorX8Qfzfx8dHjD4imoEWEZEb01qv8KGFOliWULIhMjIyj/aM6P+LSUqS8GPHJG3WLBVQ5ff1lUe6dZPloaGSlpLi0nlCPQFztIiI3FibNm3U/ZQpU9IFVdu2bVOlPFiqgfJaQnKy+CUmSi9/f3m5ZEkZ8ne9Nty/XLKkmtMUc5titKwRsUWLiPJ0omZPkVf7Om7cOFmzZo0cPHhQTb9To0YNiY2NVV2Kjz/+uJQvX96cx0WUl4IDAtTcpcn5/38bTpkiRcRPq/1m4HlCGWgRUa5D9wK6EjZERXnUBRj7bKtYrKtUrlxZDhw4IBMnTpSdO3equlkhISEyffp0mTBhgrmYKRG5JwZaRJTrkKeBfA1P60pwdkKvluielYceekjWr1+vKsNrU/Dk/7vVAJNG42bN1nIiyl0MtMhh9+7ds/lBicRdVDInsgUBixETY4nIWBhokcNBFiarReFEW/PynT592pzIS0REZEQMtMghaMlCkIW52IoXL67bJRIREWGzWjURERmzzpYeb66zxUCLcgRBlt68e3fu3OGRJSIisa6zpceb62wx0CIiIqJcqbMVovPFHKVTMAIZPSUMtIjIrSUlJRm2eZ4IOEjH/ets6fKgMi/ZxRYtIi+BAQjHjh2TJUuW2GyeL1KkiKomzmCLvDXIWhwWpqqQ64mNj5cLERGSiMrltj7wiZyMgRaRl0A5DZPJJPXr15cKFSpkWH/37l0JDw/32uZ5IpzbCLIw5UspnS8bJ9LSZFFSkqRwkA7lIgZaRF4GQZTeAIXchqCPKC/OBQRZel1UN22UoyFyJU4qTURO5evra84XIwKtzIuPjw8PCBkOW7SIyLkXFV9fKVy4sERHR6t7Mja0ZiF3qmDBguLn55fXu0NuKtGL62wx0CIipwsODparV6+qwrUFChRQLRkIwPLly8ejnQOY6xC5eImJiea5Dt05wEJLFoIsFDfWyxskMkKdLQZaROR0uFhWrVpVbty4IdevX1cjIhlkOSd4SUhIkICAAI85nmjJQpCFibCJjFhni4EWEbkEWrLKlSsnv/32mxoJyfycnEML0Z49e6Rdu3Ye0Q2H37kn7Ce5h2AvrbPFQIuIciXo4geucwKXlJQU8ff35/Ek8hAMtMgmVlgmIiLKGQZamfj+++/l/fffl6NHj6qh6rVq1ZLBgwfLq6++6vaJqM4IsubOnauSWPUg5+b06dPSpk2bXN83IiIiT8FAy4Z33nlHJk6cqH6uVq2amrrkjz/+kFGjRsmOHTtk48aNXh1sIekQQVaDBg2kePHiGdZjNFlERIS5Pg55x1yI+H1m1sXnyUOsiYjyAgMtHQcOHJBJkyapQOqLL76Q5557Ti1HoPX000/LN998o1q63nzzTfF2CLL0qozfuXMnT/aHXDcXIoKwkydPSt26dVVOlR7OlUhElD0MtHTMnDlTDaMeNmyYOciCRx55RAVYAwcOVC1er7/+ukcnpDIHy1iymgsRrZT4MlG7dm2bcyUePnxYLl68KGXKlMmwnq1d5OrrUlatrmitxXlOxnMvk/Mmr69NDLSsxMTEqK5BGDp0aIYD1rdvX3nllVfk9u3bsmvXLunYsaN4IuZgGZetuRC1Vkpb67NqEWNrF+X0QxHX3y8WLxaf2Fib1cMjzpyRBg89pNvqGhsfLxciIiQxKEjEVpkA8rrK8TFZnDd5XeyUgZYV1PzBNyIMn27cuHGGA4ZvUs2aNZOdO3fKwYMHPTbQYg4WObNFDK1d4eHhHltQkHI3yFocFibJUVE2A6VJLVpIxRIlMqw/ERkpp+7elW6+vrqFLU+kpcmipCRJYe6ooSrHx2Zy3rhDsVMGWlbOnj2r7itXrmyeHNcakuMRaGmPzQ7kwVhOtouLDmBeuOwmluPxOHnQuqbXlI5kdltNqZGRkWoaD9z0HoN9RI4avkHoJf3funXL4fU52dbV6/E7d9d9c5fjpnfOYBnqOyHgsmxpyOocpezxhuOJ8+j+rVvS0mSSov7+6dZdNpnkfGqq3HnwQIqkpGTYNi4tDX+kEpuWJnczWX/x/n1J0ckjvXz/fob1qT4+6pievntXd31W29uzzt3XO/u5LY+pT2pqjp//zN274peSIk1MJimjc95ndt7EpKbKA5wvVtcmZ4j9uwUNX0AzZaJ05syZgyNmatGihc0jM27cOPWYrl27ZvvoTZs2TW3LG48BzwGeAzwHeA7wHBCPPwZXr17N9HOfLVpW8M0cMot8MXcXYM6x7ELJiDFjxqSbJBatWciJye7cZeiXrlSpkpq8l/OI5RyPp/PxmPJ4ujueozymjkJLFlq1ypcvn+njGGhZQW4WZDZyRev6w8Su2YUgTQvUNHp1qrIDQRYDLefh8XQ+HlMeT3fHc5TH1BH25H15b8VNB5X4O5EuszpR2jrtsURERER6GGhZqVmzprq/cuWKSu7Vc+HChXSPJSIiItLDQMtKo0aN1Gge5GphjkO9UT+HDh1SP7do0ULyErogp02blqErkng83QXPUR5Pd8dzlMfU1fIhI97lr+JhOnfuLFu3bpXhw4fLv//973TrVq9erSrDI3n92rVrTh8uSkRERN6DLVo6Jk+erEYAfvrpp7JmzRrzckxPoo0YHDduHIMsIiIiyhRbtGx4++23ZcqUKeYCpZhe5Pjx46ocQ5cuXWTz5s3i4+OT+dElIiIiQ2OglYlvv/1W5s+fL0eOHFG5WUh+Hzx4sLz22msMsoiIiChLDLSIiIiIXIQ5WkREREQuwkCLiIiIyEUYaBERERG5CAMtIiIiIhdhoEVERETkIgy0iIiIiFyEgRYRERGRizDQciPff/+9PPnkkxIUFCSFCxeWxo0by6JFi1Q1ekccOHBAevToIaVKlZKAgACpW7euhIWFqQmzvRWm7ty7d6+MHTtWWrZsKcWLF1dTJZUvX1769Okju3btyvZzhoaGqimZMrudOnVKvNmLL76Y5TFw5Lwy4jkKly5dyvJ4areffvrJruc0wnl68eJFWbp0qQwbNkweeeQR8fX1Ve9r5syZeXKunTx5Us19W65cOfH395fq1avLm2++KXfv3hVvPZ6//fabvPXWW/LYY49JcHCw+Pn5SenSpaVTp06yceNGh/Zj5cqVWZ6727ZtE0/lm9c7QP/fO++8IxMnTkw35Q/mVhw1apTs2LFDncD589sfF69atUoGDRokqampUqFCBalUqZKaQgh/IFu2bJHdu3dLoUKFvO7w//jjjypYBRyvGjVqqKD17NmzsmHDBnXD1Eq4wGYXjmHlypV113njsdSD2RFwUdWTnfPTyOco4EO5devWNtdfv35dLly4oB7XsGHDbD23N5+nCxcuVLfscsW5hi9tmI4tISFBBW/16tVTgey8efPU9Xr//v1SpkwZ8abjef78edUAoKlataqEhISocxWBEG44zsuXL8/29QBwbcE1Rk+JEiXEY5koz+3fv9+UL18+U/78+U2rV682L//9999NZcqUMeHXNHfuXLuf7+LFi6aCBQuq7ebMmWNKS0tTyy9dumSqVauWWv7qq6+avNH27dtNNWrUMC1ZssQUHR1tXp6UlGSaOHGieu+4bdmyxe7nnDZtmtoG90Y1aNAgdQxWrFjhlOcz8jlqj4EDB6pj8Oyzz9q9jRHO07CwMFPXrl1NM2bMMG3dutXUp08f9Z6xPDfPtZiYGFOpUqXUtqNGjTI9ePBALY+KijK1bt1aLe/SpYvJ247n2bNnTeXKlTO9++67pmvXrpmXp6ammhYtWqQ+x7A9fs6OFStWqO1wnfFGDLTcQOfOndVJNnz48AzrVq1apdaVLFnS/MeclZEjR6ptOnbsmGHdvn371Do/Pz/TjRs3TN7m3r17puTkZJvrO3XqpN5/9+7d7X5OI3yA5XagZeRzNCuxsbGmwoUL8wtBNs7LzAItV5xrCNiwXZ06dUwpKSnp1l2+fNnk6+ur1h85csTkTcczISHBdP/+fZvbjxgxQm3/8MMPZ+t1V3h5oMUcrTwWExOjugZh6NChGdb37dtXihYtKrdv37YrvwjBs9ZPrvd8rVq1ktq1a6tJsjdv3izeBscKeQa2PPXUU+r+zJkzubhXZMno52hW0L19//591R31j3/8I693x6O56lzD70jLXfTx8Um3Dt22WvrC119/Ld4EXdmZdbF27NhR3fP6mh4DrTyGxMIHDx6oE9iy71uDRMNmzZqpnw8ePJjl8125ckXld4CtHBBtuT3P5220xFckw2YXAl0Evh06dJBnnnlG5syZIzdu3BAjwQdHz5491THo37+/Gqxx7969bD0Hz9HMffHFF+oexzezLw228Dx17bmWkpIiR44ccepzeoucXF8BeckDBgxQ1xdcZ6ZPn67ywjwdk+HzGJK0tW9Bti6qSI7fuXOn+bH2PF/BggXVSDtbz2f5WCN9u123bp36ObNEZFv27NmT7v/r169XI72WLFmivtkawXfffZfu/2vXrpVp06bJ6tWr7W594TlqG4IC/K3D888/79DviOepa881jBhFC5jltjl9Tm/x1VdfOXx9hd9//13dNGhlxMAlBFyTJ08WT8UWrTx2586dLEdUaOu0x9rzfChrgCGxOX0+b4JhzGhBRLmHN954w+7tMHR70qRJcujQIdWFGx8fL/v27VPDmTHiaMiQIWrkkjfDsPVZs2apb5zo7o6NjZUffvhBWrRooc4jfPs8fPiwXc/FczTz0XEo51KrVi1zS7a9eJ7mzrlm+Thb120jXmNxPdi0aZP6GeV1sqN48eLyr3/9S11Xb968qVrGcK3Glw2MFMVI8cWLF4unYouWmzS14sPfFnwbA3yo5/bzeYujR4/K66+/rn5GjRgEDvZ6+eWXdXM70LqD2lzIARk9erR07drV5sXc002dOlU33w21dNq2bSu//vqrjB8/3twakxmeo1l3GzrSmsXzNHfONcu6W7ae12jXWHTRop4YjBw5Utq1a5et7Xv27KlullDW5D//+Y+ULFlSFixYoIItlI4IDAwUT8MWrTyG3CxAnpYtSUlJdvd7O/v5vAGK8iEIwgUS/f8oKOgMCKpQ/wyQR3Ds2DExGnzQaDXJUIvInm/wPEf1hYeHqxZDnFf//Oc/nfY7MvJ56opzTXvOzJ7XSNfY6Oho1bofFRUl7du3l/fff9+pzz99+nQVuCIXFHUSPREDrTxmTxOzPd2L1s+HysTIScrp83k6JKuj5QW5LyguqFUgdpaHHnpIVfKHc+fOiRE9+uij6h5dXihcmBWeo/o+//xzdY/WgCpVqjj1d2TU89QV55rl42xdt41yjY2Li5POnTvLiRMnpEmTJvLNN9+YW/OcOZK8Xr16Hn3uMtDKY1oVXDS9YjSLHu3Dy1bFXL3nwzeqa9eu5fj5PP2bFoIsfItHFxcS4TGK09m057T1+/N2lsfUnmPAczQjBKlr1qzJURJ8Vox4nrriXEMldO1Y2vpiYYRrLI4ppjTCyEpMZ4Sq8K7q1vPz8HOXgVYea9SokTqJ0K2FPCJrGN2CJGxA4nFWMHqxbNmy6mckFurRltvzfJ7+TQvTbCCpGMnqrmjGR3P5rVu31M8VK1YUI4qIiDD/bM8x4DmqX5Lhzz//VN1SKB3ibEY9T11xrmF0uFaKx6jXWAQ8zz77rOrKwwjL7du3q3kPXSE1NVVOnz7t0ecuA608hmZRrbjdsmXLMqxHKwxGeSEhEP3fWUG3WK9evWw+H+bfwnxcCO66d+8u3v5NC03OrvymhXwEdEkUK1Ys26PEvAXmdgMUfsQ8clnhOWq72xB/kziXnM2o56mrzrXevXure6QiIBCwhN4JrQg1Bst4G5xHKGeDbkKUzMB7tVU6wxmWLVumun5RGNaez0C3lNel6clk2rt3b5ZzHWJuKUvz5883ValSxdSvX78Mh/DChQumAgUKZDq31yuvvOKVhx7TYfTs2VO9x+rVq6ebjyszto7n8ePH1bHCvfVUFG+//bb6neG1Zs2aZfJWP/zwg2nChAnqvLJ09+5d07/+9S/z/JGW5y7wHLVPfHy8KTAw0K4pd3ieZn8KHkevh+vWrVPXBMxdqDfVV3BwcKZzHWK6L288ntrfPN7/iRMn7H7udTaOJ45l//79TQcPHsxwLf/kk09M/v7+Nqeo8xQMtNzEzJkzzR9Y1apVU3NFaR/imJzUej4tbf69xx57TPf5PvvsM/P2FSpUMDVq1EjN54X/N2nSxBQXF2fyRviw145jzZo11R+13u2ZZ56x63j+9ttv5ufDJLI4drgVKlTIvHzo0KHmi7c32rhxo/m94lxq1qyZqWHDhuYPL3xJ0JsHkudo9s5ZnF+ZzdOZ2TE1ynmKL6WY91W7aZNF431aLr9y5UqOr4fa/HsIDvTs2LHDHARox1w73iEhIabr16+bvO147t+/33w+VapUyeb1VS84XWHjeN65c8f8nMWLF1e/G1xj8LO2HEErvtx6KgZabgTfZjt06GAqVqyYOtEfeeQR04IFCzIEWfZ8iGkTpmJm9qCgIPUHhG9voaGhHn3CZkX7Y87qZv3Hbut44iKAb3f4Q69ataqpSJEiKsCoWLGiCta2bdtm8na4yE6ePFmdm5UrVzYFBASoDxgcjxdeeMH0yy+/6G7Hc9Q+2kTnaCnIitHP0127dtn1933x4sUcXw+zCrQALd1ojSldurQ63jj2Y8aMMUVHR5u88Xja+3i9zrIVNo4nWgPR0oieiBo1apiKFi2qguCyZcuqRoa1a9d6/BeEfPgnr7sviYiIiLwRk+GJiIiIXISBFhEREZGLMNAiIiIichEGWkREREQuwkCLiIiIyEUYaBERERG5CAMtIiIiIhdhoEVERETkIgy0iIiIiFyEgRYRERGRizDQIiIiInIRBlpEZCghISGSL18+uXTpUra3PX78uPj4+MiIESPSLcfz4eaOYmJipESJEtKmTZu83hUiQ2KgRURkp/Hjx6tAa+LEiR5zzIoWLSqjRo2Sffv2yebNm/N6d4gMh4EWEZEdfv75Z/n+++9l4MCBUqVKFY86Zm+88YYUKlRIBYgmkymvd4fIUBhoERHZYfHixep+0KBBHne80HXYrVs3OXnypPz44495vTtEhsJAi4goC5GRkbJp0yYpX768tGvXziOPV//+/dX9p59+mte7QmQoDLSIyOtcvnxZ/vnPf0rp0qVVl9nDDz8sH374ocPdZhs3bpQHDx5Ip06dJH9++y+beD3kRyFRvkaNGmq/9BLoV69eLc2bN5ciRYpIUFCQ9OzZUyXe25KSkiJLly6Vxx9/XEqWLCn+/v5SrVo16dOnj808rKefflp8fX1VwJiUlJSt909EjmOgRUReBd1jTZo0kVWrVklsbKzUrVtX7t27J6+99pq6OWLPnj3qHsGQvVJTU2XIkCGyaNEiqV+/vuzdu1c3t2vOnDkq7+vq1atSp04dFUQhWMJrYRtrd+7ckfbt28vw4cNl9+7dEhgYKA0aNJD79+/Lhg0b5PXXX9fdn4CAAPW4xMREOXToULbePxHlgImIyEukpaWZGjdujGYr09NPP226ffu2ed2aNWtMfn5+Jl9fX7X+4sWLdj9v1apV1TaHDx/WXY91lpfTpKQkU58+fdSy5s2bp9sP622wT/PmzTOlpqaq5ffv3zcNHDhQratSpYopPj4+3XY9e/ZU66pXr2765Zdf0q07e/asac6cOTbfx/Dhw9W2s2fPtvu9E1HOsEWLiLwGEr2PHj2qWm+++OIL1Q1nmaP0yiuvqBaj7EBMhNYmKFeuXJaPj4+Pl+7du8v69etVy9OOHTvS7Yc1dEeOGTPG3CWJrs7ly5dL2bJlVVfjl19+aX4sWqLQ9VewYEHZunWrtGjRIt1zoXty7NixNl9L23/LLkwici0GWkTkNf773/+q+759+0pwcHCG9SNHjsz2c969e9ccnGUWMAG6KJELhf3o0qWLCobQtZeZV199NcOyAgUKyEsvvZTuPYGWf9WrVy+pWbNmtt+Ltv9I7iei3MFAi4i8xpkzZ9Q9cp30IDhBQnh2IKfJMgDKTIcOHVReFVrPkECPJPWs2NpXbbn2nrT8M2jZsqU4Ai19kJCQ4ND2RJR9DLSIyGvExcWp+1KlSumuR/ecXktXZixbsdBilZlz586peySd+/n52fX8GBmpp0yZMuoeCf2W0+lA8eLFxRHR0dHqPrvHgIgcx0CLiLwGyiNk1jWWlpYmt2/fztZzIh8K09hYBiq2oKsQ+zB58mRZsGCBXc9va19v3bql7i27HrWf0Z3pCG3/bQWiROR8DLSIyGs89NBD6v7UqVM2W5ySk5Oz/bwNGzZM13VnS6tWreTbb79VCe2jR4+WJUuWZPnctp5TW669J6hXr566/+WXX8QRJ06cUPeNGzd2aHsiyj4GWkTkNTp27Kju161bp9tyZU/go6dNmzbq/vDhw1k+9rHHHlNJ68jPQt2uZcuWZfp4vX1CcVRtO+09AQqZAkYenj9/PtvvQ6uf1bZt22xvS0SOYaBFRF7jiSeekEaNGqkSC88//7wq7qn56quv5KOPPsp2MrxlsKNXQFTPk08+qYqHIk8LhUVRasKW7777ThYuXGiuWo9E9WHDhsm1a9ekUqVK5qlzAIVYMeIQCfooC2FdeBQtdu+9957u62DdzZs3pXbt2up5iSiX5LAOFxGRWzl+/LgpKChIFeYMCAgwNW3aVBX+xP9Hjhxp/jk7BUtRCLVGjRomHx8f040bN7IsWKrZtGmTKkiK7dauXau7zbvvvqvuy5Yta2rWrJmpaNGi6v/+/v6mn376KcNzRkdHmx599FHz9iEhIeo9lilTxlzkVM/MmTPV+swKmhKR87FFi4i8CvKY0MU3YMAAlSuFOQORzI6pcBYvXuzQc2JOQrQyYVqdtWvX2r1djx491DyGgGl20OVnbdy4cWq6ILQyRUREqNdCwdODBw/qTmBdokQJ+emnn9Tcja1bt1atdniPeK/PPPOMzfe4Zs0a1cI2aNCgbL13IsqZfIi2cvgcREReD6UVqlevrso9IFE9O5NL69EmlM6NS/CuXbtUjS8UbEWARkS5hy1aRER2QKvYlClTVAFRy2lxPMGMGTNU2Ym33norr3eFyHCynxVKRGRQmCsRLVuox+UpsL+Yc3HUqFHmIqhElHvYdUhElAdys+uQiPIOuw6JiIiIXIRdh0REeYAtWUTGwBYtIiIiIhdhoEVERETkIgy0iIiIiFyEgRYRERGRizDQIiIiInIRBlpERERELsJAi4iIiMhFGGgRERERuQgDLSIiIiIXYaBFRERE5CIMtIiIiIjENf4fx1ZBlSSEu7kAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "bins=20\n", "ax.hist(trace.posterior[\"distance\"].sel(kdar='N').data.flatten(), weights=(1-trace.posterior[\"kdar_w\"].data.flatten()), bins=bins, color=\"gray\", edgecolor=\"k\", alpha=0.5, label=\"Near\")\n", "ax.hist(trace.posterior[\"distance\"].sel(kdar='F').data.flatten(), weights=trace.posterior[\"kdar_w\"].data.flatten(), bins=bins, color=\"red\", edgecolor=\"k\", alpha=0.5, label=\"Far\")\n", "ax.set_ylabel(\"Number of Samples\")\n", "ax.set_xlabel(\"$d$ (kpc)\")\n", "ax.legend(loc=\"best\")" ] }, { "cell_type": "code", "execution_count": 18, "id": "d247d02a-85e5-4f8d-bd25-38da26c7cbce", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, '$d$ (kpc)')" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "bins=60\n", "ax.hist(result[\"distance_samples\"], bins=bins, color=\"gray\", edgecolor=\"k\", alpha=0.5)\n", "ax.set_ylabel(\"Number of Samples\")\n", "ax.set_xlabel(\"$d$ (kpc)\")" ] }, { "cell_type": "code", "execution_count": 19, "id": "4c83b8e8-134a-4361-964d-f4866a0265d1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.502\n" ] } ], "source": [ "print(result[\"kdar_w\"])" ] }, { "cell_type": "code", "execution_count": 20, "id": "a510cf5f-cc19-428e-bffa-5515df4102c4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot posterior predictive samples\n", "fig, ax = plt.subplots()\n", "bins=20\n", "ax.hist(result[\"vlsr_obs_samples\"], bins=bins, color=\"gray\", edgecolor=\"k\", alpha=0.5)\n", "ax.axvline(42.0, color=\"r\", lw=2, label=\"RRL\")\n", "ax.set_ylabel(\"Number of Samples\")\n", "ax.set_xlabel(r\"$V_{\\rm LSR}$ (km s$^{-1}$)\")\n", "ax.legend(loc=\"best\")" ] }, { "cell_type": "code", "execution_count": null, "id": "5a2d4c3c-c6f9-4518-bac2-6d73a822e128", "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": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 5 }