{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "ea80bb05", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:23:54.413844Z", "iopub.status.busy": "2025-12-11T04:23:54.413663Z", "iopub.status.idle": "2025-12-11T04:23:54.819451Z", "shell.execute_reply": "2025-12-11T04:23:54.818463Z" }, "nbsphinx": "hidden" }, "outputs": [], "source": [ "%run nb_setup" ] }, { "cell_type": "code", "execution_count": 2, "id": "ea004cde", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:23:54.821371Z", "iopub.status.busy": "2025-12-11T04:23:54.821115Z", "iopub.status.idle": "2025-12-11T04:23:54.830243Z", "shell.execute_reply": "2025-12-11T04:23:54.829450Z" } }, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "markdown", "id": "d0e70ea5", "metadata": {}, "source": [ "# Building custom spherical potential models with spline interpolation\n", "\n", "In this tutorial, we will demonstrate how to use the `SphericalSplinePotential` class to construct flexible, spherically-symmetric potential models from tabulated data. This is useful when you have a density profile with no simple closed-form potential, or when you want to approximate a potential from simulation data.\n", "\n", "We will explore these two use cases:\n", "\n", "1. **Analytic density with no closed-form potential**: You have an analytic density profile for which the potential cannot be expressed in closed form.\n", "2. **Simulation-based density profile**: You have density measurements from a simulation and want to quickly generate an approximate potential model (e.g., for orbit integration or dynamical analysis).\n", "\n", "### Notebook Setup and Package Imports" ] }, { "cell_type": "code", "execution_count": 3, "id": "45dd115b", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:23:54.832087Z", "iopub.status.busy": "2025-12-11T04:23:54.831901Z", "iopub.status.idle": "2025-12-11T04:23:56.004237Z", "shell.execute_reply": "2025-12-11T04:23:56.003315Z" } }, "outputs": [], "source": [ "import astropy.units as u\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "import gala.dynamics as gd\n", "import gala.potential as gp\n", "from gala.units import galactic" ] }, { "cell_type": "markdown", "id": "f72a51b5", "metadata": { "lines_to_next_cell": 2 }, "source": [ "## Use Case 1: Analytic Density with No Closed-Form Potential\n", "\n", "### The Problem\n", "\n", "Suppose we are studying a stellar halo component with a density profile that falls off as a power law at intermediate radii but has a steeper break at large radii. We want to model this with a density function:\n", "\n", "$$\n", "\\rho(r) = \\frac{\\rho_0}{(1 + r/r_s)^{\\alpha}} \\exp\\left(-\\left(\\frac{r}{r_{\\rm cut}}\\right)^2\\right)\n", "$$\n", "\n", "where $\\rho_0$ is a normalization, $r_s$ is a scale radius, $\\alpha$ controls the inner power-law slope, and $r_{\\rm cut}$ is an exponential cutoff radius. For arbitrary $\\alpha$ and the exponential cutoff, there is no simple closed-form expression for the potential.\n", "\n", "### Define the Density Profile\n", "\n", "Let's define this density profile in Python:" ] }, { "cell_type": "code", "execution_count": 4, "id": "0b4eb5c2", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:23:56.006210Z", "iopub.status.busy": "2025-12-11T04:23:56.005939Z", "iopub.status.idle": "2025-12-11T04:23:56.009480Z", "shell.execute_reply": "2025-12-11T04:23:56.008779Z" } }, "outputs": [], "source": [ "def halo_density(\n", " r, rho0=1e9 * u.Msun / u.kpc**3, rs=10.0 * u.kpc, alpha=2.5, rcut=100.0 * u.kpc\n", "):\n", " return rho0 / (1 + r / rs) ** alpha * np.exp(-((r / rcut) ** 2))" ] }, { "cell_type": "markdown", "id": "75d4f861", "metadata": {}, "source": [ "Let's visualize this density profile over a range of radii:" ] }, { "cell_type": "code", "execution_count": 5, "id": "2fb350a3", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:23:56.011209Z", "iopub.status.busy": "2025-12-11T04:23:56.011036Z", "iopub.status.idle": "2025-12-11T04:23:57.205305Z", "shell.execute_reply": "2025-12-11T04:23:57.204201Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 1476, "width": 2155 } }, "output_type": "display_data" } ], "source": [ "r_grid = np.geomspace(0.1, 250, 512) * u.kpc\n", "rho_grid = halo_density(r_grid)\n", "\n", "fig, ax = plt.subplots(figsize=(8, 5))\n", "ax.loglog(r_grid, rho_grid)\n", "ax.set_xlabel(\"$r$ [kpc]\")\n", "ax.set_ylabel(r\"$\\rho(r)$ [$M_\\odot\\,{\\rm kpc}^{-3}$]\")\n", "ax.set_title(\"Stellar Halo Density Profile\")\n", "ax.grid(True, alpha=0.3)" ] }, { "cell_type": "markdown", "id": "aa6bf564", "metadata": {}, "source": [ "### Build a SphericalSplinePotential from the Density\n", "\n", "To construct a potential model, we need to:\n", "1. Choose radial knot locations where we will sample the density\n", "2. Evaluate the density at those knots\n", "3. Create a `SphericalSplinePotential` with `spline_value_type='density'`\n", "\n", "**Some notes to consider:**\n", "- Use enough knots to capture the curvature of the density profile\n", "- Extend the knot grid slightly beyond the region of interest to avoid edge effects from the spline boundary conditions\n", "- Use logarithmic spacing for knots since the density varies over many orders of magnitude" ] }, { "cell_type": "code", "execution_count": 6, "id": "3147f478", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:23:57.207723Z", "iopub.status.busy": "2025-12-11T04:23:57.207505Z", "iopub.status.idle": "2025-12-11T04:23:57.215548Z", "shell.execute_reply": "2025-12-11T04:23:57.214802Z" } }, "outputs": [], "source": [ "# Define radial knots - we use log spacing and extend beyond the region of interest\n", "r_knots = np.geomspace(1e-2, 500, 512) * u.kpc\n", "\n", "# Evaluate density at knots\n", "rho_knots = halo_density(r_knots)\n", "\n", "# Create the spline potential\n", "halo_pot = gp.SphericalSplinePotential(\n", " r_knots=r_knots,\n", " spline_values=rho_knots,\n", " spline_value_type=\"density\",\n", " interpolation_method=\"cspline\",\n", " units=galactic,\n", ")" ] }, { "cell_type": "markdown", "id": "8da61119", "metadata": {}, "source": [ "Now we can use this potential like any other Gala potential! Let's visualize the potential and the density recovered from the spline:" ] }, { "cell_type": "code", "execution_count": 7, "id": "c0e09648", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:23:57.217628Z", "iopub.status.busy": "2025-12-11T04:23:57.217267Z", "iopub.status.idle": "2025-12-11T04:23:58.867464Z", "shell.execute_reply": "2025-12-11T04:23:58.866634Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 2311, "width": 2312 } }, "output_type": "display_data" } ], "source": [ "r_eval = np.geomspace(0.1, 250, 256) * u.kpc\n", "\n", "# Evaluate potential and density using the r= symmetry coordinate\n", "# (spherical potentials only depend on radius)\n", "phi_eval = halo_pot.energy(r=r_eval)\n", "rho_recovered = halo_pot.density(r=r_eval)\n", "\n", "fig, axes = plt.subplots(2, 1, figsize=(8, 8), sharex=True)\n", "\n", "# Plot potential\n", "axes[0].plot(r_eval, phi_eval)\n", "axes[0].set_ylabel(rf\"$\\Phi$ [{phi_eval.unit}]\")\n", "axes[0].grid(True, alpha=0.3)\n", "axes[0].set_xscale(\"log\")\n", "\n", "# Plot density comparison\n", "axes[1].loglog(r_eval, rho_recovered, label=\"Recovered from spline\", alpha=0.8)\n", "axes[1].loglog(r_eval, halo_density(r_eval), \"--\", label=\"Original density\", alpha=0.6)\n", "axes[1].scatter(\n", " r_knots, rho_knots, s=1, c=\"C2\", alpha=0.4, label=\"Knot locations\", zorder=10\n", ")\n", "axes[1].set_xlabel(\"$r$ [kpc]\")\n", "axes[1].set_ylabel(r\"$\\rho(r)$ [$M_\\odot\\,{\\rm kpc}^{-3}$]\")\n", "axes[1].legend()\n", "axes[1].grid(True, alpha=0.3)\n", "\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "id": "83f6232a", "metadata": {}, "source": [ "The recovered density matches the input density extremely well! Let's compute some orbits in this potential.\n", "\n", "### Computing Orbits in the Custom Potential\n", "\n", "We can integrate orbits in this custom potential just as we would with any built-in potential. Let's launch test particles from different radii and compare their circular velocities:" ] }, { "cell_type": "code", "execution_count": 8, "id": "8f8c1d90", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:23:58.870913Z", "iopub.status.busy": "2025-12-11T04:23:58.870693Z", "iopub.status.idle": "2025-12-11T04:23:59.555302Z", "shell.execute_reply": "2025-12-11T04:23:59.554133Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 1476, "width": 2198 } }, "output_type": "display_data" } ], "source": [ "# Compute circular velocity curve using symmetry coordinates\n", "r_circ = np.linspace(1, 100, 200) * u.kpc\n", "\n", "v_circ = halo_pot.circular_velocity(r=r_circ)\n", "\n", "fig, ax = plt.subplots(figsize=(8, 5))\n", "ax.plot(r_circ, v_circ)\n", "ax.set_xlabel(\"$r$ [kpc]\")\n", "ax.set_ylabel(r\"$v_{\\rm circ}$ [km/s]\")\n", "ax.set_title(\"Circular Velocity Curve\")\n", "ax.grid(True, alpha=0.3)" ] }, { "cell_type": "markdown", "id": "9943711e", "metadata": {}, "source": [ "Now let's integrate some orbits with different initial conditions:" ] }, { "cell_type": "code", "execution_count": 9, "id": "84e4abaa", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:23:59.557666Z", "iopub.status.busy": "2025-12-11T04:23:59.557420Z", "iopub.status.idle": "2025-12-11T04:23:59.587641Z", "shell.execute_reply": "2025-12-11T04:23:59.586727Z" } }, "outputs": [], "source": [ "# Define initial conditions: particles at different radii with near-circular velocities\n", "r_init = np.array([10.0, 30.0, 50.0, 75]) * u.kpc\n", "v_init = 0.9 * halo_pot.circular_velocity(r=r_init)\n", "\n", "# Create initial phase-space positions\n", "w0_list = []\n", "for r, v in zip(r_init, v_init):\n", " w0_list.append(\n", " gd.PhaseSpacePosition(\n", " pos=[r.value, 0, 0] * r.unit,\n", " vel=[0, v.value, 0] * v.unit,\n", " )\n", " )\n", "\n", "# Integrate orbits\n", "w0s = gd.combine(w0_list)\n", "orbits = halo_pot.integrate_orbit(w0s, dt=1 * u.Myr, t1=0, t2=2 * u.Gyr)" ] }, { "cell_type": "markdown", "id": "0deab74b", "metadata": {}, "source": [ "Visualize the orbits:" ] }, { "cell_type": "code", "execution_count": 10, "id": "b8457dd8", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:23:59.589632Z", "iopub.status.busy": "2025-12-11T04:23:59.589426Z", "iopub.status.idle": "2025-12-11T04:24:00.018044Z", "shell.execute_reply": "2025-12-11T04:24:00.017004Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 1157, "width": 1234 } }, "output_type": "display_data" } ], "source": [ "fig = orbits.plot([\"x\", \"y\"])" ] }, { "cell_type": "markdown", "id": "7256965d", "metadata": {}, "source": [ "## Use Case 2: Simulation-Based Density Profile\n", "\n", "### The Problem\n", "\n", "Suppose you have a cosmological simulation and measured the spherically-averaged density profile of a dark matter halo. You want to create a smooth potential model for this halo to compute orbits of satellites, calculate dynamical quantities like circular velocities, etc.\n", "\n", "### Generate Mock Simulation Data\n", "\n", "For this example, we'll generate mock \"simulation\" data that might come from radial binning of particle positions. Real simulation data would be read from a file, but the process is the same:" ] }, { "cell_type": "code", "execution_count": 11, "id": "cf4b515b", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:24:00.022363Z", "iopub.status.busy": "2025-12-11T04:24:00.022128Z", "iopub.status.idle": "2025-12-11T04:24:00.027489Z", "shell.execute_reply": "2025-12-11T04:24:00.026736Z" } }, "outputs": [], "source": [ "# Simulate measuring density in radial bins (e.g., from N-body particles)\n", "rng = np.random.default_rng(42)\n", "\n", "\n", "# \"True\" density profile (NFW-like with some scatter)\n", "def nfw_density(r, rho_s=1e8 * u.Msun / u.kpc**3, r_s=15.0 * u.kpc):\n", " \"\"\"NFW density profile\"\"\"\n", " x = r / r_s\n", " return rho_s / (x * (1 + x) ** 2)\n", "\n", "\n", "# Radial bins (as might come from a simulation)\n", "r_bins = np.logspace(-0.5, 2.2, 30) * u.kpc\n", "\n", "# \"Measured\" densities with some noise to simulate finite sampling\n", "mnfw = 1e12 * u.Msun\n", "rs = 15 * u.kpc\n", "rho0 = mnfw / (4 * np.pi * rs**3)\n", "rho_bins = nfw_density(r_bins, rho_s=rho0, r_s=rs)\n", "# Add log-normal scatter to simulate measurement uncertainty\n", "scatter = rng.lognormal(mean=0, sigma=0.1, size=len(r_bins))\n", "rho_bins_measured = rho_bins * scatter" ] }, { "cell_type": "markdown", "id": "7fe1d29b", "metadata": {}, "source": [ "Let's visualize our \"measured\" simulation data:" ] }, { "cell_type": "code", "execution_count": 12, "id": "126bc573", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:24:00.029716Z", "iopub.status.busy": "2025-12-11T04:24:00.029275Z", "iopub.status.idle": "2025-12-11T04:24:01.180263Z", "shell.execute_reply": "2025-12-11T04:24:01.179367Z" } }, "outputs": [ { "data": { "image/png": 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AAAAOCAkJ0ezZs/XQQw/p+vXrlsd77733vL65xq1bt7R//34dOHBAJ0+evPuIjIzUlStXlJiYmKZxMmXKpMKFC6to0aIqUqSIKlSooJo1a6pmzZoqVqyYm7cCFy9e1KFDh+4+jhw5omvXrik6Olq3b9++O2EpICBA2bNnV/78+VW4cGEVL15cZcuWVfXq1dWuXTunNwOwLCAgQL169dKnn37qUt3s2bP11VdfKXPmzG5KZl5CQoJmzpzpcl2vXr24ifL/SExM1KFDh7R//34dP35cJ0+eVEREhM6ePavLly+n+YYqf39/FShQ4O53XpkyZVSjRg3VqFFD5cuX53UHXJSQkKDt27dr27ZtOn78uCIiInTy5EmdPn36bmO3+8mUKZNKlCihBx98UKVKldJDDz2kRo0aqUqVKrwfbXbt2jUdOnRIhw8fvrvfefny5bv7m3f+19/fX1mzZlX+/PlVqFAhFS9eXGXKlFGFChXUo0cPpzcD8BpxcXEKDw9XeHi4Tpw4cfd4/fz587py5Yri4+PTNE5AQIAKFSqkIkWKqGjRoipbtqxq1qypGjVqqHTp0kziySDOnDmj9evXa9++ffec/7lx48Y/1vr5+algwYIqVaqUSpUqpdKlS6tOnTpq0KCBcubM6f7wgJvUrVtXn376qV566SXLYx0/flzTpk3Tc889Z0Myz3T79m1t3bpVO3bs0IkTJ+7ut585c0bJycn/WB8SEqKSJUve3W+vXr26GjZsqAoVKvBdZCPDMHTy5EmFh4dr//79Cg8P16lTp3Tr1q27j9jYWAUHB9+d2Js3b967v5vSpUurbt26qlatGsdTkq5evapt27bdPed+5MgRnT17VpcuXdLt27ddGisoKEh58+ZV4cKF7z4efPBBlStXTmXLllWZMmUUEhLipi0BAHiilJQUnThx4p5rvBEREbp169bd82zR0dFKSEhQSEiIcufOfffaRMmSJVW+fHm1bNlS5cqVc3pTJEnXr1/Xxo0b7+4v3jnuTGtD/Ny5c9897ryzv9ioUSMVLVrUzckzpsuXLys8PFwHDhzQwYMHdfjwYV2/fl23bt26+7eXlJR094awggULqkiRIqpYsaKqVq2qhg0bqnTp0k5vxn2dPHlSW7du1cGDB3XkyBGdO3dOFy9e1LVr1xQfH6/ExESFhITcbfBSuHBhlSlTRmXLllWNGjXUpEkTZcuWzenNyLCuXbtmqZ55SvBUSUlJOnLkiA4ePKgDBw7owIEDOnfu3N3P31u3bikmJkaZMmVSSEiI8uTJc/f4sUqVKqpZs6YaNGjgkXNb7oiNjdX27du1Z88eHT58WCdOnNDFixd18eJFxcTEKCEhQYZh3P38zZUrl0qVKqWyZcuqfPnyaty4sSpWrOj0ZgA+5erVq9q3b58OHjx497xuRESEIiMjdfXq1TSd35X+OMdbpEiRu9ccK1eurBo1aqhmzZp64IEH3LwVgLMSEhK0bds2bdmyRceOHbt7zHv27Nk0vYcyZ8589/pIqVKlVKlSJTVq1EiVKlXiGokbcK0EgCejuQYAAAAARxQuXFjffPONnn76actj3bkpoWrVqjYkc7/ExETt2rVLGzdu1KZNm7R7926dOnVKhmFYHjspKUmnT5/W6dOn//RvefPmVbNmzdSuXTu1bdtWBQsWtPx8GV1CQoLWrFmjJUuWaPHixTpx4kSa6lJSUnT16lVdvXpVhw8fvvvfS5QooVOnTrkpLZC+QkNDXW6ucevWLc2dO9eW7wa7LVy40NTkodDQUPvDeBHDMHT48GFt2LBBGzdu1K5du3T48GElJSVZHjs1NVVRUVGKiorSjh077vm3LFmyqG7dumrfvr3atWvHpA/gLxiGofXr1yssLOzuZOu0NnT7K0lJSTp+/PifVjHLnj276tevrw4dOqhbt27sg5qQnJysTZs23d3nDA8PT1NdSkqKbty4oRs3bujYsWP3/BvNNYC/lpKSon379mnjxo3auHGjdu/erWPHjik1NdWWsc+dO6dz585p69at9/xbzpw51bBhw7v7LiVLlrT8fPAM0dHRmj9/vpYuXaoNGzbo7NmzpscyDEORkZGKjIzUxo0b7/53f39/ValSRY0bN1anTp3UrFkz+fv72xEfSDcDBgzQ/PnztXz5cstjffvttz7VXCM5OVkrVqzQb7/9pg0bNmjv3r1KSUkxPV58fLwOHz58zzlJ6Y9zxw0bNtTjjz+uLl26KFeuXBaTZzwJCQlatWqV5s+fr0WLFqXpBtbY2Ni7TUZPnz6tXbt23fPv2bJlU7169dSpUyd169ZNBQoUcEt2TxMTE6Nly5Zp8eLF2rhxo44cOWLb2ImJiXe/T3fu3Pmnfw8ICLjbtLxGjRpq0KCBatWqpcBAptjhD4mJiRo9erTpY4T+/fv75LmRffv2ae7cuaZq8+bNq4EDB9qcCLi/yMhILVmyREuWLNGKFSsUHR2dpro7393nz5/X7t277/734cOH67333nNT2vtLSUnRypUrtWDBAq1fv14HDhywNO/g+vXr2rlz55++J0uWLKlGjRqpXbt2euyxx5Q1a1ar0TMkwzC0fft2LVq0SIsWLdLevXvTVHf79m3dvn1bFy9e1N69e7VkyZK7/1a8eHF16tRJPXv2VL169dwVPc1iY2O1ZMkSLVy4UMuXL9fFixfTVBMbG6vLly8rIiLinvMegYGBevjhh9WlSxf17t2bG0bTWUxMjKV6GqPAk1y7du3u59OyZct069atf6xJSUlRfHy8bty4oZMnT2rDhg13/y0oKEiNGzdWjx491LVrV+XOndud8dPkwIEDd89L7Ny5M003Gd+8eVM3b97U+fPndeDAgXv+rVChQmrZsqWeeeYZPfroo9x0DLggNjZW27Zt08aNG7V582bt2bNH58+ft2Xs+Ph4nThx4i/nqhYuXFjNmzdX+/bt1bp1a87zwifs3r1bv/76q9auXasdO3akaYGgvxMXF6eDBw/q4MGD9/z3PHnyqGHDhmrRooW6deumQoUKWY2dYXGtBIDXMAAAAADYbvXq1YYk04/hw4c7vQnpplu3bpZeqzuPF1980elN+VupqanG7t27jdGjRxvNmjUzQkJCbNlmKw8/Pz+jTp06xtixY43bt287/RJZYuX9tnr1alPPuWvXLuPpp582smbNauvvpUSJEqZfh+HDh5t+Xm8QFxdnPPHEE7a8zqGhoUZSUpLTm+RxHnnkEdu/t2rXru3yWC1btkzfDU+jdu3aubwtDz/88F+OZeX9auVzIr2cOnXKGDt2rPHEE08YefLksfVz0uzjwQcfNIYPH26cO3fO6ZfnL1ndd/Tkx8SJE++77VbeD57+iIiISJe/H1dt2bLFeO2114wiRYqk+2vi7+9vPProo8aECROMhIQEp18Kl0RERLjtffB3jh49arz00ktGrly5bP9d4A8cu/8zK3/7kow+ffo4vQn/6PDhw8aXX35ptGvXzsiePbvj3x+SjMqVKxuffvqpcfXqVadfHsvMftd7w37v30lKSjLmzZtndOvWzcicOXO6//0UKlTIGDRokLFz506nXwr8//r06WPpd+qp+5V2O3funG37PRs3bnR6cyxJSUkxVq1aZfTt29fImzdvun+OBAUFGR07djR++eUXIyUlxemXwyVOnCs+fvy40a9fPyNbtmxu/b0EBAQYrVq1MpYtW2bvi+YhUlJSjEWLFhmdOnVy5Pvzfo+sWbMarVq1MsaMGWMcOnTI6ZfK9HaYPTb9KxMnTnT89+KuR1o+C1q0aGF6/A8++MC234MnsXK99/XXX3c6vlcw+/p68rkLs/vJZo8XExMTjalTpxp16tQx/Pz8bP3scOJ13rx5s/Gvf/3LKFCgQLp/VmbNmtXo2bOnERYW5nX7i3ek97X1GzduGKNGjXL7eflq1aoZkydPNpKTk21+xf7Znj17jBdffNGt59cCAwONzp07G7t27Ur37cuoKlWqZOl35q2fEd6mRIkSXvP9ZRjpv1+zbt06o2PHjkZAQIDbPp8yZ85s9OvXzzh27Ji9L1YaxMbGGj/88INRq1Ytt37HlCxZ0vj000+NuLi4dN9GM6xc3zJ7jsgpVs6HOXHu2dvyplVycrKxadMmY/jw4Ub9+vWNTJkyufU9mZZHQECA0axZM2PmzJkeOz/D6vUTT37YyWwGO88HpreTJ08aH3zwgVGhQoV0/935+/sbzZs3N8aPH29ER0c7/VKYwrUSAPhnLFkDAAAAwFHffvutLSsVTJ8+XdevX7chkT0SExO1dOlSvfDCCypUqJBq1Kihf//731q9erXi4+OdjifDMLRt2zb17dtXhQsX1ssvv6xTp045HcujGYahxYsX69FHH1XNmjU1ffp0y6t0IG2uXbumFi1aaM6cOZbHGjZsmCZOnMhKg+kkNDTU5ZpVq1bp3Llz9oexICoqSsuWLXO5zsz2e6sdO3Zo6NChqlixokqWLKm+fftqzpw5unbtmtPRJEkRERF6//33VbJkSXXp0uWeFWWAjCA1NVVz5sxR7dq1Va9ePX3xxRe2rYriao7ff/9dzz33nB588EF9/vnn7E/9hQ0bNqhz586qUKGCvvvuO924ccPpSIBPSU1N1bp16/Tqq6+qZMmSqlChgl599VUtWbIkzSvVutuBAwc0ZMgQFSlSRH369NH+/fudjoQ0SExM1NixY1WuXDl17txZv/zyi+Li4tI9R2RkpP773/+qVq1aatGihdauXZvuGQAzihQpolGjRtky1tdff23LOOktMTFREyZMUMWKFdW8eXONHTtWV69edSTHokWL1K1bN1WoUEHjx49XYmJiuufwdLt371aPHj1Urlw5/fjjj7p9+7Zbny8lJUXLly9X69atVbduXf32229ufb70EhcXp88++0ylS5dWx44dNX/+fEe+P+8nJiZGy5cv15tvvqmKFSuqXLlyevPNN9lHy8D69+9vunb8+PFKTU21MY3zLl++rAULFpiu79u3r41pPF/Tpk3l5+fn8sOs999/39TzpfXhDdeXb968qTFjxujBBx9U7969tW3bNhmG4XQs05YtW6bGjRurfv36+vbbb3Xp0qV0zxATE6OZM2eqQ4cOqlSpkiZPnqzk5OR0z+ENIiMjNWTIEBUrVkxDhw51+3n5vXv3qk+fPqpSpYqWLFni1ue6Y/v27WrXrp2qV6+ucePGufX8WnJysubNm6datWrpqaee8orPIG9ndX6TJ8yPQsY1f/581a9fX02aNNGiRYuUkpLitueKi4vTjz/+qEqVKmngwIHpMk8iLi5OH3/8sUqWLKn+/ftr586dbn2+U6dOaciQISpbtqwmTpzo1ftTgF1iY2M1Z84cPfXUU8qXL58aNGig999/X5s3b1ZSUpLT8ZSSkqLVq1erZ8+eKlasmN5++21dvnzZ6VjAfR08eFC9evVS2bJl9e677+rw4cPpniE1NVWrVq3S888/rxIlSuiDDz5g3s59cK0EgLeiuQYAAAAAR+XPn1+DBg2yPE5sbKwmTJhgPZAFKSkpWrp0qXr37q0CBQqoXbt2Gj9+vC5evOhorn9y69Ytffvtt6pQoYIGDx7sMTdCe5Jdu3apUaNG6tChg1avXu10nAzl9OnTatiwoTZu3GhpnICAAP34448aMWKETcmQFj179lRwcLBLNampqZoyZYqbEpkzdepUlydaBAcHq2fPnm5K5Bl27dql119/XSVKlNDDDz+s0aNHO3JByxV3Jt01btxYnTp18vi8gFWpqamaNGmSKlWqpK5du7p9UpUrLly4oMGDB6tEiRL68ccfmYAl6cSJE+rYsaMaN26s+fPn+9zNNoCTDMPQunXr1K9fPxUqVEiPPPKIvvrqK50+fdrpaPcVHx+vKVOmqHr16nruueccaYyEf5aamqoffvhBpUuXVr9+/RQREeF0pLtWrVqlpk2bqnHjxpaPq4H08Pzzz+vBBx+0PM6cOXMUGRlpQ6L0kZCQoP/+978qXbq0nn/+eR09etTpSHcdO3ZML7zwgsqUKWNL41tfEB0drZdfflm1a9fW7NmzHdlv37Ztm9q2bauePXs6ckOtHVJTUzVhwgSVLVtWQ4YM8aobI48dO6ZPPvlEVatWVY0aNbR+/XqnIyGdPf744ypcuLCp2tOnT2v58uU2J3LWxIkTTTdhatKkicqXL29zIuAP/3us9tZbb3n9MfXKlStVp04dtWnTxqMaiB85ckShoaEqV66cJk+e7HQcj5GSkqLPPvtM5cuX12effZbuDV0PHTqk9u3bq1evXm6b/3Hx4kU988wzqlu3rpYuXeqW5/g7hmFo5syZqlq1Kn93bhYUFGSpnpsQ4YSDBw+qadOm6ty5s7Zs2ZKuz52UlKRvvvlGlStXttSA7p/Mnj1bFSpU0L///e90Py9w7tw5Pffcc2rbtq1XnX8D7JKQkKBffvlFXbp0Ub58+dS1a1fNnDnT47/zLl26pFGjRql06dIaOXKkYmNjnY4E3OP48ePq2rWrHnroIU2fPt2tTbFcce3aNQ0fPlwlSpTQO++8w3vnf3CtBIC3o7kGAAAAAMcNHjxYuXLlsjzOTz/9ZD2MCeHh4Xr99ddVpEgRtWvXTtOmTdPNmzcdyWJFQkKCPv/8c5UuXdrxRiWeIikpScOGDVOdOnW0adMmp+NkOLt371b9+vUt3/yeJUsWzZ8/P8OtfuYJ8uTJo44dO7pc52mToMzkeeyxx5Q7d243pHHWxYsXNWbMGD300EOqVauWvvjiC505c8bpWKYsWLBAVapU0euvv66EhASn4wC22717t+rVq6dnn31WR44ccTrO37p69ar69++vBg0aaN++fU7HcYRhGPrqq69UpUoVhYWFOR0H8CmnTp3Su+++q9KlS+uRRx7R2LFjvXJSRWpqqiZOnKiyZctq9OjRNN/xIOHh4WrYsKEGDBigc+fOOR3nb23YsEGNGzfWSy+9pFu3bjkdB/hbmTJl0vDhwy2Pk5SU5HGNO//O77//rqpVq+q1117z6M+Rs2fPqmvXrurQoYNXNUGw2+LFi1W5cmV9++23HvF9PGvWLFWqVMnrbtQ/fvy4GjdurOeff97rb3Tes2ePRzWyRPoIDAzUCy+8YLp+7NixNqZxnpXrs1y3gbucPHlSTZo00YABA3T16lWn41hy9epV9enTRy1bttT27dudjvO3IiIiFBoaqkcffVTHjh1zOo6jTpw4oUaNGmnIkCHp3lTj/5o+fbpq1aqlPXv22Dru7NmzVblyZU2dOtXRxtnR0dEKDQ1Vz549udbnJlmyZLFU7+nNjeFbDMPQF198oZo1a2rt2rWOZomKilKnTp00ZMgQW28Ovnz5srp27aoePXo4Pk9j2bJlqlKlin7//XdHcwDpZcuWLerbt68KFiyo7t27a968eYqLi3M6lsuio6M1bNgwlS1blrkJ8AjJyckaPXq0qlSpojlz5njswjy3bt3Shx9+qCpVqmjFihVOx3Ec10oA+AKaawAAAABwXK5cufTGG29YHufw4cOOTNQYMmSIvvjiC128eDHdn9sdbty4oeeff17du3f3+I7a7nThwgU1btxYI0eO9JguyBnJ8uXL9cgjj1he5SBfvnz6/fff1aFDB5uSwVWhoaEu1xw9elSbN2+2P4wJ27dv14EDB1yuM7Pd3mDixIl66623TL0mnig5OVlffPGF6tatq0OHDjkdB7BFdHS0Bg0apIcfftijJ1v/X1u2bFGtWrX0ySefOB0lXd26dUuPPfaYXn31Va+cfAN4utGjR2vEiBGKiIhwOoot4uLiNHToULVo0cLrb0T1dikpKXr33XdVs2bNdF/90CzDMPT999+rYsWKWrx4sdNxgL/Vq1cvVahQwfI4CxcutCGN+1y6dEm9evVS8+bNdfToUafjpNmdCZPTpk1zOkq6Sk1N1ZAhQ9ShQwedPXvW6Tj3uHr1qtq1a6dvv/3W6ShpMnHiRFWvXp1m1vB6L774ogICAkzVLlq0SFFRUTYncsbq1atNX5vNmzevunbtanMi4I/G2tWrV9fGjRudjmLZ7NmzVbFiRa9pHCf98blQtWpVjR492mNvinKnsLAwjztXcOrUKTVs2FBLly61PFZiYqIGDBigHj16eFTjmlmzZqlNmzY0FHUDq801fOWaMjxfdHS0Onfu7HELa3z22Wd67LHHbLkGuGXLFtWoUUNz5syxIZk9rl69qrZt2+qXX35xOgrgdqGhoRo3bpzPzKe9cOGCOnbsqIEDByo+Pt7pOMig9uzZo1q1amno0KFe83d48uRJtWrVSs8880yGPP7gWgkAX0JzDQAAAAAeYcCAAQoJCbE8zqJFi2xIA0n65ZdfVK1atQx5sXvPnj2qXbu2tm7d6nSUDGny5Mnq0KGD5ZV8SpcurU2bNqlu3bo2JYMZbdq0UcGCBV2umzRpkv1hTJg4caLLNYUKFVLr1q3dkAbusnfvXtWqVUuzZ892OgpgycGDB1W7dm19+eWXXtkcLDk5WW+++aa6d++umJgYp+O43enTp1W3bl1WhAHgsjs3qji9+l5Gdf36dbVp00YjRoxQUlKS03FcdmfC5IgRIzLkjU7wfAEBAXrllVcsj7NlyxZdvnzZhkT2W79+vapVq6bp06c7HcWU2NhY9e7dW6+++qqSk5OdjuN2MTEx6ty5sz777DOno/ytlJQUvfzyy3rnnXecjvK3DMPQ0KFD9dxzz2WI4z34vqJFi5pu6p2cnGzqvLMnGjt2rOnaZ555RsHBwTamAf5ostm5c2fL1xidlpqaqjfffFM9evTw2H3a+4mPj9fQoUPVuXNn3b592+k46earr77S448/7pE3WMXGxqpTp06aN2+e6TGuXbumRx99VD/88IONyeyzZs0aNW3a1CNff29m5jr///KUBTXg2yIjI9WwYUMtWLDA6Sh/acmSJWrTpo1iY2NNjzF16lQ98sgjHtl0OzExUU8++aRXNQMD8P988803qlu3rkd+vsC3/fzzz2rYsKH27dvndBRTpk6dqrp16zqyIKhTuFYCwNfQXAMAAACAR8idO7c6depkeRyaa9jrzJkzatKkSYZqMrF582Y1a9ZMkZGRTkfJkEaOHKnQ0FDLNyjVrl1bmzZtUtmyZW1KBrMCAgLUq1cvl+t+/vlnxzuSJyQkaNasWS7X9erVy/SqhXBOXFycevbsqR9//NHpKIAps2fPVt26db1q1eu/88svv6hevXo+PYHj6NGjaty4sQ4fPux0FABe6tq1a2rTpg3nQdLZwYMHVadOHa1cudLpKJYYhqF33303wzS0gvfp2bOn5UbMqampWrJkiU2J7PPll1/q0UcfVVRUlNNRLPvqq6/UokULn755LTIyUo0aNdLChQudjpImH374oT7//HOnY/yJYRh6/vnnNXr0aKejALYaMGCA6dqffvrJ6xudXblyxdJN2n379rUxDSC99dZbGjp0qNe/t27evKkOHTrok08+cTqKZQsWLFD9+vV18uRJp6O43YgRI/Tqq68qNTXV6Sh/KzExUT179jTVrPX8+fNq3LixNm7c6IZk9tm9e7e6d++eIZoAppfixYtbql+8eLFXNoOH9zh9+rQaNWqk/fv3Ox3lvtatW6cePXqYej98/vnn6tOnjxITE92QzB6pqal64YUX9PvvvzsdBYAJ+/btU6NGjXT8+HGnoyADSE1N1X/+8x89+eSTlhpPeYLDhw+rTp06WrZsmdNR3I5rJQB8Ec01AAAAAHiM559/3vIYGzZs0I0bN6yHwV3Xrl1TixYttGbNGqejuN2ePXvUpk0b/oYckJKSov79+2vYsGGWx2rXrp3WrFmjAgUK2JAMdggNDXW55ubNm5o/f77tWVyxYMECXb9+3eU6M9sLz5Camqr+/fv7xKRVZCxvv/22evTo4VOrAIaHh6tp06Y6d+6c01Fsd+bMGTVv3lxnz551OgoALxcfH68uXbpo5syZTkfJELZt26b69ev71OTCX3/9Vc2aNdPNmzedjgLcI1euXHriiScsjxMWFmZDGnskJyfrmWee0aBBg3zqRq+1a9eqVatWPvk5cu3aNbVs2VJ79uxxOopLhgwZYqpZrDu9+eabmjhxotMxANu1atVKpUqVMlV78uRJr2/YNmXKFCUkJJiqbdy4sSpUqGBzImRk7777rsaMGeN0DMuuXLmiRo0aaenSpU5HsU14eLjq1q3r8Tc9W/HJJ5/o3XffdTpGmiQkJKhz586KiIhIc01UVJSaNWumgwcPujGZfZYtW6aBAwc6HcNnlChRwlL9xYsXfeozDZ4lMjJSzZs395omTmFhYRo8eLBLNZ999pkGDx7sFc3DkpKS1KVLFx05csTpKABMOHXqlBo1aqTw8HCno8CHpaamqnfv3vroo4+cjmKbGzduqH379po+fbrTUdyGayUAfBXNNQAAAAB4jObNm6tkyZKWxkhOTtZvv/1mTyDcdfv2bXXu3NmnL4CdOXNGbdq08emVFj1VbGysOnfurB9//NHyWM8//7wWLFigrFmz2pAMdqlcubJq167tct2kSZPsD+Pm53/44YdVqVIl+8MgXb355pv6+eefnY4BpMkrr7yiUaNGOR3DLY4fP66mTZv6VBOKmzdvqnXr1j7ZNASAM5KTkxUaGqr169c7HcWn7dq1S61bt/bJcwbbt29X27ZtfapJF3yDHY2Yly1bpqSkJBvSWJOUlKQePXpo6tSpTkdxi61bt/pcg42YmBi1b99eBw4ccDqKywzDUL9+/Tzm5qJx48bp008/dToG4BZ+fn7q16+f6fpx48bZmCb9Wclv5XUD/q8ff/xRI0aMcDqGZdevX1eLFi188ma2K1euqEWLFjp06JDTUWw3bdo0vfnmm07HcMn169fVrVs3JSYm/uPP3rhxQy1atNCxY8fSIZl9fvjhB8cXcfAVVapUsTzGxx9/bEMS4F4xMTFq27atTpw44XQUl3z55ZeaM2dOmn527NixGjJkiJsT2evmzZvq1auXTzWWBTKSixcvqkOHDrp06ZLTUeCDDMPQc889pxkzZjgdxXYpKSnq06ePT8415FoJAF9Gcw0AAAAAHsPPz8+WFQlXr15tQxr8Xzdu3FDHjh117do1p6PY7s5qvxcvXnQ6SoZz+fJlNWvWTIsWLbI81vDhw/XTTz8pMDDQhmSwW2hoqMs1K1as0Pnz5+0PkwaRkZFavny5y3VmthOe6dlnn9X27dudjgH8LcMw9NJLL+nrr792OopbnThxQi1atPCJG/UMw1CvXr10+PBhp6MA8DGJiYnq0qWLS6uOIu327dunli1b6saNG05HcZvNmzerXbt2iomJcToKcFfTpk2VL18+S2NER0drx44dNiUyJzExUV27dtXcuXMdzeFu27ZtU4cOHTyimYlVd1Za3bJli9NRTLt165Z69uzp+O/jyJEjGjRokKMZAHd77rnnFBwcbKp2wYIFunz5ss2J0se6detMn9/IkyePunbtanMiZFQbN27UwIEDnY5h2c2bN9WqVSvt3bvX6Shuc+nSJT366KM6evSo01Fss2XLFr3wwgtOxzBl586d+vDDD+/7M8nJyeratatX3kQlSX379uXGUBvUrl1b/v7WbjfZsGGDpk2bZlMi4P9db/PW781+/fr943HAihUr9K9//SudEtlrx44d//gdA8BznT59Wp07d1ZCQoLTUeBD7jQ5mDx5stNR3CYlJUW9evXyqWtBXCsB4Ou42wQAAACAR2nZsqU+++wzS2Ps3LnTpjTpJzAwUA8++KDKly+v8uXLq1SpUnrggQf0wAMPqGDBgsqWLZtCQkIUHBys4OBgJSYmKiEhQbGxsYqKilJUVJTOnDmjAwcOKDw8XNu2bXPLDRHHjh1T7969tXjxYtvHdtLrr7/ulX833u748eNq27atjh8/bmmcgIAA/fDDD147eSmj6NmzpwYPHuzSxbfU1FRNmzZNb731lhuT/bWpU6cqJSXFpZrg4GD17NnTTYl8S5EiRVS+fHlVqFBBZcuWVcGCBe9+7+XOnVvBwcEKCQlRSEiIkpOTlZCQoPj4eF26dElRUVE6f/68Dh48qIMHD2rbtm1uaY4UFxenTp066cCBA8qVK5ft4wNWDRw4UN9//71bxs6cObOqV6+u2rVrq2rVqipWrJiKFSumvHnzKnPmzMqSJYtSUlIUExOjW7du6dSpUzp58qR27dql9evXKzw8XKmpqbblOXr0qJ566iktWrTI8iROJ33yyScKCwtzOgYAF/n7+6t48eJ3911Kly5991j9gQceUI4cOe4er4eEhCgpKUkJCQmKi4vTxYsXFRUVpXPnzunAgQM6cOCAtm7d6pYmDVeuXFHnzp21fft2ZcqUyfbxM6pLly6pXbt2bms0WrVqVT366KOqXLmyKlasqKJFiyp79uzKnj27kpOTFR0drZs3b+r48eM6dOiQdu/ereXLl7vl5pD169erd+/ePjXpC97Nz89PLVq00KxZsyyNs3PnTtWvX9+mVK5JTU1Vt27dtHDhQreMnyNHDtWsWVO1a9dW5cqV7+6358qV6+5+e1JSkmJiYnTjxg1FREToxIkT2rFjh9avX68jR47YmmfDhg0aOHCgfvjhB1vHTW9vvfWWqYardwQHB6tWrVqqWLGiSpUqpeLFiyt79uzKmjWrMmXKpNjYWN2+fVtnzpy5+/vYvXu37au6btu2Td9++62jzS1CQ0MVGxtr+7iFCxdW9erV9dBDD6l06dIqVqyYChcurJw5cypXrlwKDg5WpkyZ5O/vr/j4+Lvnla5evapLly7p0qVLOn/+vI4ePapjx47pyJEjunDhgu05kTHky5dPTzzxhKlVNxMTEzVx4kS9+eabbkjmXuPGjTNd+8wzz5huSAL8r+vXr6tHjx5ef4NEamqqunfv7ramcEWLFlWrVq1UrVq1u+c1cuTIoezZsysgIEC3bt1SdHS0zpw5o4MHDyo8PFwrVqxwSxOMqKgotWnTRjt37lTu3LltHz89Xbt2Td27dzd902FQUNDd/fjSpUurePHiypYtm7JlyybDMBQTE6OrV6/qxIkTOnTokNatW2d7Q6bRo0frySefVKVKlf7y3wcNGqRVq1aZHj9//vyqV6+eypYtq9KlS6tAgQLKmjWrsmTJooSEBMXExOjcuXM6ceKEtm/fru3bt9v6fr58+bKGDBmiKVOm2DZmRpQ9e3ZVrFjRcpOVl19+WXXq1FG5cuVsSoaM7JNPPtH8+fNN1xctWlR169ZVmTJlVLp0aeXJk+fuvLy4uDjdvn1bZ8+e1YkTJ7R161bt3r3b5bkj93P16lW99tprf9t05vjx4+revbvp8wQBAQGqXr26qlatqtKlS6tkyZJ3z0sEBATcPU904sQJHT58WOvWrbN90ZuRI0eqZ8+eKl++vK3jAt4uKChIZcqUuTtHuGTJknfnSj3wwAPKmjXr3WuOQUFBSkhIUEJCgm7fvq2oqChdvHhRJ0+evDtHeMeOHW5pgrFp0ya99tpr+u6772wfGxnTyJEjLZ1Lup8cOXKoRYsWevjhh1WhQgWVK1dOuXPnvnsN//bt27p165YuXryogwcP6tChQ1qzZo22bdtm67wm6Y8GhT179tT69etVp04dW8d2AtdKAPg8AwAAAIDtVq9ebUgy/Rg+fLjTm+CY2NhYIzg42NLrFxwcbCQmJqZb5tatW7ucsVChQkb37t2Nzz//3Ni4caMRFxdna6akpCRj8+bNxrBhw4wyZcpYej3/6jFlyhRb81ph5f22evVq47fffrP0WmTKlMmoX7++8cYbbxg//fSTsXr1auPkyZPG5cuXjdjYWCM5Odm4ceOGcfbsWSM8PNyYN2+eMWLECKN79+5Gnjx57hmrRIkSpl+H4cOHm94GJ2zdutXInz+/5b/FrFmzGmFhYY5sg6955JFH3P691bVrV5fHrlixons3/G9UrFjR5azdunVL09hW3q9WPifsMGrUKJczZ8uWzWjTpo3x3nvvGUuXLjWuXbtme65Dhw4ZX375pVG/fn3Dz8/P8mfL/z6ee+452/NaYfa9+sgjjzgd3TJ3f0Z5k6+//trWv3NJRr58+YyXXnrJWLp0qREfH28pX1RUlPHll18atWrVsjXjW2+9ZdMr6LqIiAjTuSdOnGjs27fPCAoKMj1GQECAUaNGDeOVV14xfvjhB2PFihXG8ePHjYsXLxq3b982kpOTjVu3bhnnzp0zDh06ZISFhRkff/yx0bt3b6NQoUJ/Gg9/4Nj9n1n525dk9OnTx9H8/fr1czlznjx5jE6dOhmjRo0yfv/9dyM6OtrWTCkpKcbu3buNUaNGGVWrVrX98/yDDz6wNa9VZvd9nd7vNQzDSE5ONpo2bWr776hcuXLGf//7X+P8+fOmcqWmphrbtm0z+vfvb2TNmtX2fKNHj7b5lUSfPn0s/U4iIiKc3gTHjB8/3vLf9LPPPutY/sGDB9v+Hi1evLgxZMgQY+3atUZycrKlfBEREcbIkSON8uXL25rx+++/t+kVdJ3Vc8WLFi0yVVukSBHj9ddfN9avX2/qeCo6OtqYMWOG0bZtW1vPa+TOndu4cuWKG17pf/bLL7/Yth3+/v5G8+bNje+++844duyYW/JGRkYaCxcuNN555x2jUaNGRqZMmdKc74svvnBLpr9j9nWcOHFiuua8o0SJEqbyOn0s4Yr169eb/r2ULVvW6fguu3btmhESEmJ6mw8ePOj0JjjKyrUYT3xY2Vc1u59853jxySeftJQ9X758RqdOnYyPPvrI+Pnnn40dO3YY586dM65fv24kJiYa8fHxxuXLl42TJ08aW7duNSZMmGAMHjzYaNKkiREQEHDPWFbOEf3nP/+x/feSN29e44033jD2799vOtfx48eNESNGGEWKFLE9X/v27Y3U1FTT2exg9dr6Y4895nJdrly5jBdffNFYuXKlERsb63LmHTt2GK+88oqRM2dO234X7dq1+8vnmj17tqnxqlSpYowZM8bUZ/3t27eNqVOn2vo56e/vb+zZs8flLLjXkCFDbPl9lCpVyjh16pTTm+OTzO5zO3WNw+zf0PDhw42tW7cagYGBLtfWrVvX+Oabb4wTJ064nPfGjRvG+PHjjQYNGtj2+STJ2Lp165+eKz4+3qhRo4bLY2XNmtV4+umnjbCwMOPWrVsub+P+/fuNwYMH/2kem5VHly5dXM5hJyvXt1avXu1odldZOR/mxLlnb8t7h5lzqCVLljR69+5tfPvtt8aOHTuMpKQkWzPFxcUZq1evNl577TXb99v9/PyMtWvX2prXCqvzNbydN2/7smXLDH9/f1v/PoOCgoynnnrKWL16ten31ZUrV4zx48eb+t79p0exYsWMy5cv2/xKuoZrJfc+nLxWAsBzMYMSAAAAcANu0LHm0UcftXwiZNeuXemWNy3NNfz8/IwGDRoYI0eONHbt2pXuk0XWr19vPP7447adpMybN69x6dKldN2Gv2Pl/bZ48WJTF5mDg4ONzp07G3PmzDE18eWO5ORkY/Xq1Ua/fv2M4ODgDNNcY9GiRUaWLFks/x0WKFDA2LZtW7rn91Xp0VwjLCzM1Phbtmxx78b/H1u2bDH9mZIWGaG5Rrly5YzBgwcbK1euNBISEtI14/Hjx42XX37Z1hsNV65cma7bcD8013DfZ5S3WLVqlalJY3/3qFmzpjF16lTLDTX+zrJly4yGDRvalve3335zS85/YmWyxoQJE4y6deu6XBcQEGC0bNnSmDx5snHz5k3T2VNTU42tW7caQ4YMMXLkyGFIXBq6g2P3f5ZRmmtUr17dGDZsmLFx40bLNyq7as+ePUbv3r1duoHzfo/g4GCPulnNm5tr2HXjwJ1HxYoVjbCwMFvPCd24ccMYPny4kTlzZttyBgQEGKtWrbItI2iuYcWZM2cs/01XrVrVkeyTJ0+29TOkWbNmxvz5893yPZWSkmLMnj3beOihh2zJGhQUZOlGTius7N9NnTrVyJs3r0s1DRo0MBYtWmTrZ/uePXuMdu3a2fa388orr9iWLa1SU1NtadoSEhJivPbaa8bJkyfTfRtu3bplLFy40HjxxRf/8e+C5hr3lxGaaxiGYekz9Pfff3c6vkv++9//mt7WRo0aOR3fa5l9zT353IWV5hqLFy82VVu4cGFj8ODBlq/XX7161Zg8efLd855mX+dFixbZerNInjx5jK+++srWhT2SkpKMKVOm2H6z3nvvvWdbRjOsXKubMmWKSz9frFgx47vvvrPtHPzVq1eN119//U9NXsw+1qxZc8/4p06dunseOa2P9u3b/+VN4matWrXKqFKlii3b17p1a9tyZVQbN2607b1fuHBhY926dU5vks/JKM01/v3vfxuVKlVK88/7+/sb3bt3t/UcxW+//eZShvs9mjZt+qfxX331VZfGKFCggDFmzBjbmoRfv37dePPNN237jtm8ebMtucyguUbaHjTXSLu0nOsKDAw0WrRoYXz++efGoUOH0jVfSkqKsXjxYlubxpcrV872RQPNormGd2776dOnXT7n/k/vsVdeecW4ePGirTnXrVtn1KlTx7ackowWLVqk+7yD/8W1kj8/nLhWAsCzMYMSAAAAcANu0LHmo48+snwSZNy4cemW937NNapUqWKMGjXKOH36dLrluZ89e/bYttLH888/7/TmGIZh7f3WqFEjl34+c+bMxqBBg4zIyEjbt+PChQvGmDFjTNd7S3ONH3/80ZaLsGXKlDGOHz+ertl9XXo010hOTjYKFizo8vj9+/d378b/H/3793c5Y6FChdJ8QcRXm2sUKlTIeO2114zt27c7mvGOS5cuGc8//7wtjaXKlSvn6AWv/0VzDfd9RnmDkydP2rZiUOnSpY1Zs2alW9O3CRMm2HLRvESJEsbt27fTJfP/sjJZw9V9zsDAQCM0NNQt+zrXr1833n//fdvH9VYcu/8zX26uUapUKWPYsGHpPrnt75w8edLo3LmzLZ/xzZs3d3pz7vLW5hrLli2z5Xch/XFj8BdffGH7imT/69SpU7ZOLnrggQeMa9euuS1vRkNzDWvKlStn6fULDAxM9wnAW7duNYKDg215P9aoUcNYvnx5uuROSkoyxowZY0tT3Lp16xopKSnpkvt/Wdm/y5cvX5p/tlSpUsbSpUvdui1TpkwxsmfPbvl3kSVLFuPq1atuzfp/LV++3HLuNm3aeMx1laSkJGPZsmXGM888Y4SEhPwpK8017i+jNNf49ttvTf9unnzySafju6Ry5cqmt3Xq1KlOx/daZl9zTz53YXY/uVChQkbp0qVdqilTpowxadIkt5zn//33340FCxa4XBcVFWXkzp3b8nfmnceLL77o1u/827dvG0OGDLGtGYi/v7+xfv16t+X9J1au1aX1HH1QUJAxYsQItzWh37Bhg1GsWDHLv4v/23yiZcuWaa6tVKmSsWnTJrdsX3x8vPGvf/3Llr+33bt3uyVjRpGammoULVrUts+rgIAA49VXXzVu3Ljh9Kb5jIzSXMOVa6S1a9c29uzZ45b8cXFxxksvvWTL++F/m0+sW7cuzd+zAQEBxptvvmnExMS4ZRs3bdpky3fM448/7pZ8aUFzjbQ9aK6RdvdrrlGvXj3j66+/9pjF6tauXWtUq1bNls+pESNGOL05hmHQXMMbtz01NdXWhXgaNWrk1gUmUlNTjfHjx7vcaPB+j5EjR7ot7z/hWsmfH05cKwHg2fwFAAAAAB6mevXqlsfYtWuX9SAmBQUF6emnn9bWrVu1b98+/fvf/1bx4sUdy/O/qlWrpjVr1mjcuHHKkiWLpbGmTJmi06dP25TMGRs2bEjzz7Zv317Hjh3TF198oYIFC9qepVChQnrjjTdsH9eTvPPOO+rXr59SUlIsjVOnTh1t2rRJpUuXtikZ0ktAQIB69erlct3PP/+shIQENyT6s4SEBM2aNcvlul69eikgIMANiTzfI488ojlz5ujs2bP6/PPPVbt2bacjSZLy58+vn376SevXr1eJEiUsjXX06FFTfxeAnQzDUGhoqK5du2ZpHD8/Pw0cOFD79+9Xjx495OfnZ1PC+3v22We1d+9e1a1b19I4p0+f1tChQ21KlT5c2eesX7++9u3bp4kTJ7plXydXrlx69913bR8X8Bb+/v7q2LGjVqxYoRMnTmjEiBGqUKGC07EkSQ8++KDmzp2rBQsWKG/evJbGWrVqlTZt2mRTsownPj5eL730ki1jlSlTRps3b9agQYMUGBhoy5h/pUSJEgoLC9NHH31ky3HJxYsX9dZbb9mQDLDO6rni5ORk7du3z54waRAfH6/evXtbPo+RKVMmjRgxQtu3b1fLli1tSnd/gYGBeuONN7R9+3aVLVvW0lhbt27Vf//7X3uCpZMrV66k6ecGDRqk8PBwtWnTxq15evfurfXr16tQoUKWxomNjdXYsWNtSpU248ePt1T/wQcfaOnSpR5zXSUwMFCtWrXS5MmTdeHCBX3xxRcqV66c07HgYXr16qVs2bKZqp03b16aP4OctmnTJh04cMBUbZ48edS1a1ebEyEjioyM1IkTJ9L0syEhIRozZowOHz6sPn36uOU6TrNmzfTYY4+5XPf666/r+vXrlp8/e/bsmjlzpsaOHas8efJYHu/vZM2aVZ988onCwsJseZ7U1FT1799fSUlJNqRLX2k5R1+5cmXt3r1bw4YNU1BQkFtyNGzYUBs3blT58uUtjbNs2TLt379fkjRhwgStWLEiTXVDhgzR7t27Vb9+fUvP/3eCg4P1zTff6KOPPrI81rfffmtDoozLz89PAwYMsG28lJQUffnllypdurRGjBihGzdu2DY2fFtaPn/9/f31wQcfaMuWLapWrZpbcoSEhOjbb7/Vxx9/bHmsTz/9VNIf55Oef/55GYbxjzUPPvigtm7dqo8//tjy3L+/U79+fW3YsMHy+aGwsDCdOXPGplSAZ8maNav69++vgwcPavPmzXr55ZeVP39+p2NJkpo0aaKdO3fqww8/tHwM9MUXXyg6OtqmZMhIfvrpJ23cuNHyOH5+fnrzzTe1evVqVaxY0YZkf/88zz33nHbs2KGqVavaMuaIESPSfP7Ck3CtBEBGQXMNAAAAAB7HjhNT6Tlh+o6cOXPqnXfe0enTpzVt2jTVqVMn3TOk1QsvvKBt27ZZutk4KSnJlokMni4kJEQTJkxQWFiYihQp4nQcr5ScnKzQ0FB9+OGHlsfq0KGDVq9e7TEXo+C60NBQl2uuX7+uBQsW2B/mL8yfP9/UBB4z2+XNAgIC9Mwzz2jfvn1as2aNunTp4rHNRRo0aKA9e/ZYvhlp5MiRSk1NtSkV4LrvvvtO69atszRGjhw5tGTJEn311VfKnDmzTcnSrkiRIlq7dq169uxpaZxvv/1Wu3fvtimVZ/D399eoUaO0YcMGt04IADKqkJAQDRw4UMeOHdPChQvVokULpyP9rccee0x79uyxfDP5+++/b0+gDGjkyJG2THSqX7++duzYYUsT2bTw8/PT0KFDtXDhQgUHB1se76effqJJCzyCt50rfuedd3T06FFLYxQuXFibNm3SsGHDHDnWrlSpkrZv365mzZpZGuedd97RhQsXbErlvCxZsmjmzJn64osv0u146k6zbKuNt7799lvLDY/TKiEhQQsXLjRdP2bMGL3zzjs2JrJX7ty5NWjQIB06dEizZ89WzZo1nY4ED5EjRw499dRTpmoTEhI0ZcoUmxO5h5UJ6L1791ZISIiNaYD7q1q1qvbs2aM33njD465frFq1SjNmzLA8ToECBbRx40Y9+eSTNqRKm3bt2mn79u2Wm5pL0oEDB+7eVOxL2rdvr82bN6tSpUpuf65ixYpp+fLlKlCggKVxxo4dq+vXr6ep0WZwcLCmTJmiTz75xG2NQ/7X0KFDNWTIEEtjzJgxw5ZmNhlZv379bD8Ounr1qt59910VLlxYoaGhWr9+fZoaCwB/J1u2bJo7d67eeeeddPnuf/PNNy03KF6wYIEuXryoTz75RMeOHfvHn2/SpIm2bdumWrVqWXretChevLiWL1+ufPnymR4jJSVF33//vY2pAOc98MAD+vTTT3X+/Hl9//33HnttPyAgQP/5z3+0evVq5c6d2/Q4165d0zfffGNjMmQEly9f1r///W/L4wQEBGjatGn6+OOP3bqIwf8qW7astmzZolatWlkey84FHTwJ10oA+AqaawAAAADwOEWKFLF8AiQ9u57nzJlTw4YNU0REhD744AMVLFgw3Z7bisqVK2vDhg2WVumdNGmSIiMjbUzlWfLnz6/ff/9dzz77rNNRvFZ0dLTat2+vyZMnWx7rxRdf1Pz589228gLSR+XKlU1d6J80aZL9YWx6ntq1a6fLBDlPEBgYqF69eunQoUOaPHmyqlSp4nSkNMmVK5fCwsL0xBNPmB7j0KFDmjdvno2pgLQ7ffq05QvPJUqU0KZNm9y+YsA/CQ4O1rRp09SrVy/TY6Smpurdd9+1MZWzsmbNqnnz5unf//63/P25bAPYKSQkRC+//LJOnDihr776SqVKlXI6UpoULVpUa9asUcOGDU2PsXz5cu3cudPGVBnD0aNHNWbMGMvjNGnSRMuXL1fOnDltSOWadu3aadGiRZYnMxmGoX79+jHBCI6zo7lGep0r3rZtm7744gtLY1SvXl3btm1T7dq1bUplTs6cObV48WI1b97c9BixsbEaNWqUjamcky1bNi1fvjxdb1y9o1y5cpo/f76lG4POnTtnuVljWm3atElxcXGmart27ao33njD5kTu4e/vr27dumnnzp0Zruku/p6VFd3HjRtnYxL3uHnzpmbPnm26vm/fvjamAe6vbdu22rBhg8qXL+90lD9JTEy09HlxR+HChbV27VpHrtOUKlVKa9euteU8y4gRI3Tq1CnroTxEt27dtGDBAmXPnj3dnrN48eKaPXu2/Pz8TI8xY8YMvfXWW/+4QnFQUJDmzZun3r17m34uMz7++GM1bdrUdH1sbKzmzJljX6AMKG/evHr55ZfdMnZcXJwmT56sJk2aqFixYho0aJBWrFihhIQEtzwffFO2bNm0bNkyPf744+n6vB999JGlZt7JyckaOXKkRo8e/Y8/26JFC8vNLlxVsmRJzZo1y9IY06ZNo3EOfELBggX12WefKSIiQoMHD3bk+o8ZjRs31rp16yzNaf7888/5XoZL3njjDV27ds3SGJkyZdLPP/9supmtFZkzZ9bChQvVvn17y2MtX75cP//8sw2pPAPXSgD4EmZpAgAAAPBIVieBREZGptvq8jNmzNCIESMsdXh2StGiRfXbb7/pgQceMFWfmJioadOm2ZzKM+TPn1/r169X/fr1nY7itaKiovTII49o+fLllsd6//33NXbsWI9bWQrmmJlwvnz5ckVFRdkf5n9cuHBBK1ascLkuI02gf+211zR16lSVLVvW6SguCwoK0owZM9SkSRPTY0yYMMHGREDaDRw4ULdv3zZdf+cm7cqVK9uYyjx/f39NnjxZ7dq1Mz1GWFiYtm/fbmMqZ2TOnFm//fabHnvsMaejAD7ps88+09dff63ChQs7HcVlOXPmVFhYmKUVr9h3cd0HH3ygxMRES2NUrlxZYWFhypYtm02pXNeyZUtNmzbN0o01khQeHq6ZM2falAowx47mGufOnbMhyf0ZhqG+fftaakhTpUoVrVq1SkWKFLExmXl3JpDWrFnT9Bjjxo1Ll9ffnbJkyaKlS5daanplVaNGjTR06FBLY/z66682pbm/NWvWmKrLnDmzvv76a3vDpJNcuXI5HQEeonr16qpbt66p2sOHD3v8xO6pU6eabp7TqFGjDNOgGs7r3LmzFi1alK7NDVwxZcqUNK1Mfz/ZsmXT0qVLLS2iYVWJEiW0fPly5cmTx9I4cXFx+vDDD21K5az27dtr+vTpjlzPfuSRRyw1Mbp27do/Nnry9/fXrFmz1LZtW9PPY5a/v7/Gjh2rkJAQ02PMnTvXxkQZ07Bhw0zPLUqr8+fP68svv1SrVq2UJ08etW3bVqNGjdLGjRu5qRd/Kzg4WAsXLlSDBg3S/bn9/f31448/Wlok6Ouvv1ZsbOx9f6Zhw4ZasGCBgoODTT+PWc2bN9dzzz1nuv7cuXM+cU0XWLVqlV5//XXLjc2d8NBDD2nx4sXKmjWrqforV65o4cKFNqeCrzp69KimTp1qeZwffvjB0iJaVgUHB2vOnDmmz/X9r3fffTfd7mdwJ66VAPA1NNcAAAAA4JGs3viXnJzs9puw7/D2m/1LlCihefPmmd6OKVOm2JzIedmzZ9fSpUs9cjUjb3H48GHVr19fu3fvtjROYGCgJkyY4FOr00N66qmnFBQU5FJNSkqKLRde7mfKlCku3wQTHBysnj17uimR5/H277w7K2qZvVFp2bJlunjxos2pgPvbvHmzFi1aZLo+b968WrlypUqWLGlfKBv4+/tr5syZliaADx8+3MZE6S8wMFC//PKLGjVq5HQUwGd5+75Lrly5tGjRItNNGmbNmmW5UURGcuLECcur8OXNm1cLFy70iJu4unTpYst35ahRo1hZEI4qUaKE5WY16dHcYdasWdq7d6/p+tKlS2vFihWWb060W5YsWTR//nwVKFDAVH1CQoI++ugjm1Olr4kTJ3rEPvu7775raXX4uXPnpssE3n379pmq69Onj6UVNAFPMWDAANO1/3RTs9Os5LNywzfgiqZNm2rmzJkeez4gJSUlTSvT34+fn5+mTp1qSxM6q0qXLq3Zs2crMDDQ0jhTpkzR2bNnbUrljHLlymnmzJnKlCmTYxk+/PBD0zdMpsX777+vzp07u238f1K2bFm9/PLLputXrVqlW7du2Zgo48mRI4c+++yzdHu+2NhY/fbbb3r77bfVqFEjZc+eXbVq1VK/fv30008/ac+ePUpOTk63PPBcX331lZo1a+bY85cqVUoDBw502/iFCxfW3LlzLTXwsGr06NGWnn/evHk2pgGc4anHGGlVs2ZNS035J0+ebGMa+LKPPvrI8nno1157zVJjJ7sEBwdr3rx5lhfyOHr0qGbPnm1TKudwrQSAr6G5BgAAAACPZMfqfN6+Il56ql+/vl5//XVTteHh4dq1a5fNiZz1008/qVatWk7H8FobN25Uw4YNderUKUvjZMuWTYsWLdKzzz5rTzB4jDx58qhjx44u17n7Qp2Z8Tt27OhxN77g/vLkyaOxY8eaqk1JSdH06dNtTgTc37Bhw0zX+vv7a/r06R7bMCxHjhyaMWOG6cnXv/32m06cOGFzqvQzcuRItW/f3ukYsOD999+Xn5+fTz8efPBBp1/mDK906dL6+OOPTdVeu3ZNYWFhNifyXaNGjXK52d7/NXHiREuTeez27rvvqmXLlpbGOHjwoObMmWNTIsAcqxMX3X2eOCUlRe+9957p+syZM2vOnDluXwHYrGLFiumnn34yXT9lyhRFR0fbmCj9vPHGG+revbvTMSRJmTJl0ogRI0zXR0VFWWoAk1bHjh0zVdejRw+bkwDO6NGjh+nzxb/++quuX79ucyJ7bN261XTznNy5c6tbt242JwL+rGjRopozZ44jK7qn1cyZMy2fz3zttdfUqVMnewLZoHnz5pb2hSUpKSnJ9LkPT3Bnf97pRpv58uXTSy+95Jax27Ztq//85z9uGdsVQ4YMMb1afGJiolauXGlzoozn6aefVu/evR157qSkJO3atUtjx47Viy++qBo1aih79uyqX7++XnnlFU2ZMkWHDh3iRrkMpnfv3h7RyG3w4MFuaX4REBCg2bNnm256apf8+fOrX79+pusXL15sYxoAZnXv3t308fmyZct06dIlmxPB15w6dcryvLo6derok08+sSmRdYUKFdKsWbPk5+dnaZyPPvrIqxcz4FoJAF9Ecw0AAAAAHsnqhGmJ5hqueu+990xP4J47d67NaZzzwgsveMxJQG80d+5ctWjRQteuXbM0zgMPPKA1a9aoTZs2NiWDpwkNDXW55sCBA9qxY4f9YSRt2bJFhw8fdrnOzHbAee3atVOHDh1M1frSdx4835o1a/T777+brn/77bfVunVrGxPZr0aNGnrrrbdM1RqGofHjx9ucKH20bNlSb7zxhtMxAHiJAQMGmF6Rln2XtImMjNSUKVMsjdGrVy9TTQTdyc/PT+PGjVO2bNksjTNq1CibEgHmeHpzjSlTpujo0aOm67/++mtVq1bNxkT269ixo55++mlTtTExMZo5c6bNidyvUqVK+vDDD52OcY8nn3xSxYsXN12/YcMGG9P8NTM3DAcGBqpBgwZuSAOkv5CQEPXp08dUbXx8vOV9Uncx26xY+uOGx5CQEBvTAH8WEBCg6dOne3wzdKsNJMqVK+dx+yeS9NZbb6lGjRqWxhg/frwuX75sU6L0NWzYMD300ENOx5Ak9e/f3/JNX/9XtmzZNHbsWNvHNeOBBx7QE088Ybp+48aNNqbJuL777jtVrlzZ6RiS/th/2rJli77++mv16dNHlSpVUq5cudS0aVO98cYb+uWXX3T27FmnY8JNChQooK+++srpGJL+aD7RtWtX28d9+eWX1bBhQ9vHNcNKA6cDBw7o5s2bNqYBYNYXX3xhqiFhcnKyFi5c6IZE8CWfffaZkpOTTdcHBwdr4sSJCggIsDGVdY0bN9bLL79saYz9+/d77aIYXCsB4KtorgEAAADAIxUqVMjyGDTXcE2WLFn05ptvmqpdtWqVzWmcUbBgQX3xxRdOx/BaX331lbp166b4+HhL45QtW1abNm1SrVq1bEoGT9SmTRsVLFjQ5bpJkybZH8bkuAULFqQBjBd7//33TdVt27ZNt2/ftjkN8Nc++ugj07Xly5fXO++8Y2Ma93n77bdNfSdI0uTJk5WSkmJzIvfKnDmzxo8f7xGTkQF4Bz8/Pw0fPtxUrZUmTRnJtGnTlJSUZLo+T548+vLLL21MZJ8SJUpY2qeQpF27drGCDxxl9VxxdHS0bt26ZVOaPxs9erTp2mbNmun555+3MY37jBkzxvTN0T/99JPNadzrTnOioKAgp6Pcw9/fXy+++KLpendPGI2Pjzd1bvjBBx/0uNcasMLKjc3jxo2zOY11t27d0s8//2y63hNWEofvGzBggJo0aeJ0jPvavn27wsPDLY0xduxYZc6c2aZE9gkMDNTEiRPl729+Snp8fLxmzJhhY6r0UbFiRY9qolyqVCk1btzY1jHfe+89FS1a1NYxrTDbxEqiuYZdsmXLpmXLlqlkyZJOR/lL0dHRWrt2rT799FN1795dxYsXV5EiRfTEE0/oq6++MrXgBjzTZ599ply5cjkd4y67F2YpXLiwpVXZ7VamTBnTjT5SU1O1efNmmxMBMKNIkSKmj9N9ZY4w3CMxMVHTp0+3NMbQoUNVqVIlmxLZa9SoUZaaOUjShAkTbEqTfrhWAsCX0VwDAAAAgEeyuhqhJF25csWGJBnL888/b6oz9fbt2906QT29jBw50vJqrhmRYRh644039Oqrryo1NdXSWPXq1dOmTZtUqlQpm9LBUwUGBppa8XTmzJlKTEy0NUt8fLypycG9evXyuE7pSLuaNWuqbt26LtclJSVp3bp1bkgE3CsiIkIrV640Xf/999973MXNv5MlSxYNHTrUVO2FCxe0bNkymxO515AhQ1SsWDGnYwDwMp06dTJ1riQyMlIHDx50QyLfMnXqVEv1Q4cO9egVkvv376/SpUtbGsNTV1FHxuDJ54rXrFmjo0ePmqrNlCmTvv/+e5sTuU/hwoU1YMAAU7Xbt2/3qu+jLl26qEGDBk7H+Eu9evUyXevumwnNNiP15O9QwIxy5crp0UcfNVV74MABbdq0yeZE1syYMUMxMTGmahs2bOgxK9vDd+XOnVvvvfee0zH+kdVjqvbt2+uRRx6xKY39qlWrZmk/RfLO484PPvhAmTJlcjrGPTp16mTbWEWKFLG8QrPdmjVrZvpm+t27d1teKAR/KFKkiFauXGn5BsP0cuHCBc2dO1evvvqqKlasqBIlSujFF19UWFiY7XMPkD6qVKliar6JOzVp0sTW49uhQ4cqe/bsto1nh86dO5uupbkG4DleeuklU3W///67DMOwOQ18xaJFi3T9+nXT9QUKFNCQIUNsTGSvrFmzWj73sGTJEl29etWeQOmEayUAfBnNNQAAAAB4JKurEUpSXFycDUkylpw5c6pjx44u16WkpGjt2rVuSJR+KleubPsqAhlBYmKinnrqKX366aeWx3rsscf0+++/K1++fDYkgzcw8567du2aFi5caGuO+fPn68aNGy7X8Znh/Xr37m2qjtUYkB7Gjx9vemJC8+bN1axZM5sTuVffvn2VO3duU7VhYWE2p3GffPny6a233nI6BgAv5O/vr6eeespULfsu97d7927t37/fdL0n3mjyf2XKlEkffPCBpTGmT5+ulJQUmxIBrvHkc8U//fST6dpnnnlG5cuXtzGN+w0ePNh0o1Fv2W/38/PT8OHDnY7xt0qWLKkqVaqYqj1//rxu3rxpc6L/x+z7jEn58EX9+/c3XTt27Fgbk1g3btw407VmV8MFXPHvf/9befPmdTrGfSUlJWnWrFmm6/38/DRy5EgbE7nH+++/b6nh865du3TgwAEbE7lXxYoV9cQTTzgd40/atGlj21hDhgwxtTiLOwUEBKhFixamahMTE3XkyBGbE2VcpUuX1pYtW1SrVi2no7jszJkz+umnn9SxY0c98MADeu6557R8+XLLi8kg/bz99tvy8/NzOsY9rHw+/V8FCxbUCy+8YMtYdrLyHbNv3z4bkwCwokKFCqpdu7bLdZcuXVJ4eLgbEsEXWG2WOGzYMGXNmtWmNO7xzDPPqEKFCqbrExMTNXPmTBsTuRfXSgD4OpprAAAAAPBI2bJlszwGzTXMMXshbMuWLTYnSV+vvfaa/P05THbFzZs31bp1a0uTwe7o16+f5s6dq8yZM9uQDN7ioYceMjXZZvLkybbmmDRpkss1tWvXZsU9H5BRv/Pg+VJSUjRx4kTT9e+8846NadJHSEiI6VUFli1bZnMa9+nfv7/HTwgA4LnYd3GP6dOnW6ofNGiQQkJCbErjPk8++aRKlSpluv7ixYtasWKFjYmAtPPUc8XXr1/XnDlzTNUGBgZq6NChNidyvyJFiqhdu3aman/77Teb07hHq1atTE/ITC9t27Y1XXv48GEbk9zL7KrtkZGRNicBnNepUyfTzaF++eUXj5ncvWPHDu3atctUbe7cudWtWzebEwH3ypYtm/r16+d0jH+0bNkyXblyxXR9u3btVK1aNRsTuUfJkiX19NNPWxpj6tSpNqVxv0GDBnncjd3SH00/ChQoYHmcrFmzeuSN3ZLUtGlT07U017BXoUKFtHbtWkurRjvtxo0bmjhxolq3bq0yZcpozJgxXreieEZTtGhRde/e3ekYf+mRRx6xZZx+/fp55DnnypUrK3/+/KZq+fwFPAvXHGGn69eva+nSpabr8+bNqxdffNHGRO4REBBg+brOtGnTbErjflwrAeDruGsIAAAAgEcKDg62PBGB5hrmNGnSxFSdN3elzp8/v+WJPhnNuXPn1KhRI61Zs8byWB9++KF++OEH06tewruFhoa6XPPbb7/p4sWLtjz/+fPnTd0gZiY3PE/p0qVVuHBhl+u8aeU0eKdVq1bpwoULpmqrV69u28St9Gb2s/XkyZM6evSovWHcICgoSC+99JLTMQB4sfr165u6adWbj9fTg5XJXiEhIXr22WdtTOM+/v7+llZQl6y9VoAVdtxM4I5zxb/88ovi4+NN1Xbo0EGlS5e2OVH6MLvfvnHjRt2+fdveMG7w3HPPOR3hH9WtW9d0rTsnjGbJksVUXVRUlOn3EuCpAgMDTd+QHBsb6zET7ceOHWu6tlevXjRUh9s9++yzypkzp9Mx/pHVY6kBAwbYlMT9rGb1luPOkJAQj72xW5Jq1KhheYwuXbrY0ujQHWrWrGm6lpu77Zc1a1ZNnTpVs2bNUu7cuZ2OY0lERITeeustFS1aVAMGDNC5c+ecjoS/0KtXL49dPMnK59P/euaZZ2wZxx3MfsecOHFCKSkpNqcBYFZGnCMM91m5cqWSkpJM1z/77LMe2VTqr3Tv3l158uQxXb99+3avaeTGtRIAvs4zjyoBAAAAQH802LCC5hrmlC1b1tQk2P3797shTfp48sknvebkrCfYv3+/6tevb/liSaZMmTRp0iT95z//sSkZvNFTTz2loKAgl2qSk5Ntm1w8ZcoUpaamulQTHBysnj172vL8cJ6Z1d5u3rypM2fOuCEN8IewsDDTtd5yg+9fqVmzpulVXc00SkpvrVu3Nr19ACD9ccNqmTJlXK47fPiwkpOT3ZDI+0VGRurgwYOm67t37668efPamMi9nnvuOUvnP1auXGljGiDtPLW5Rkbdb2/ZsqXL53IkKTExUWvXrnVDIvvkypVLjz/+uNMx/pGVCaPHjh2zMcm9smXLZqoRWFJSkpYsWeKGRICzXnzxRdNNxceNG2dzGtfdvn1bM2fONF3ft29fG9MAf81bGqFbOZYqWbKkpZVY09vDDz+s2rVrm67fv3+/Ll26ZGMi9+jYsaNy5crldIy/ZcfN3b169bIhiXtUr17d9I313tCo21v16NFDBw8eVJ8+fSwvpuS0+Ph4/fDDDypTpowGDhxo28IfsEfv3r2djvC3qlWrZrnxR/369VWqVCmbEtnP7HdMYmKiTp06ZW8YAKaZmSslefccYbiPlWNePz8/y4sDpKeQkBBLTSdSU1P1+++/25jIPbhWAiAjoLkGAAAAAI9lddI0K52Z9+CDD7pcc+rUKa9YefCvdO3a1ekIXmP16tVq3Lix5RU6smXLpkWLFqlPnz42JYO3ypMnjzp27Ohy3eTJk215fjPjdOzY0VIHcngWsxNTWI0B7mR2db6AgAA99dRTNqdJX2Yniu/cudPmJPZjnxOAHczsuyQmJnLjwN+w2iziySeftClJ+sibN69at25tuv7gwYOKjIy0MRGQNnY017D7XHFCQoLpCZD58uVTu3btbM2TnrJnz65GjRqZqvX0/faWLVtabvqdHooUKaLs2bObqo2KirI5zf/j7++vYsWKmaqdOnWqzWkA5xUrVkzt27c3Vbt3715t27bN5kSumTlzpunrfg0aNNBDDz1kcyLgXqVKlbJtdXh3Onv2rKVj8u7du1u+STe9Pf3006ZrDcPQqlWrbEzjHp6+P2+mOev/ypIlix555BGb0tgvc+bMKly4sKlazmu4V8GCBTVp0iRt3brVo/+G0iohIUHffPONypcvr++++87lRTtgvxIlSqhSpUpOx/hbmTNnVpEiRSyN4cvfMXwGA56jQIECypYtm8t1zJXCX7FyvfXhhx9W6dKlbUzjflaOeSXvWMyAayUAMgLvOuMKAAAAIEOxemLGHasRZhRFixZ1ucYwDB0/ftwNadyrQIECpieDZzQzZ85UmzZtdPPmTUvjFCxYUGvXrrV0Qw98i5mVxfbv369du3ZZet7NmzfryJEjLtd5y0poSBsz33kSK1vBfY4dO2Z6n6pevXrKly+fzYnSV7169UzV7dmzx94gNgsMDNRjjz3mdAwAPoB9F3tZmbyUI0cONW/e3MY06aNz586W6r1hwhd8jx0T+Ow+V7xu3TrFxMSYqm3durUCAwNtzZPefHW/vU2bNk5HSLOyZcuaqnP3SvBmJ0LPnz9fy5YtszkN4LwBAwaYrh07dqyNSdL3+fv27WtjEuCvdenSxekIaWL1GMrqMZwTOnXqZKneG447W7Zs6XSE+zKzmMr/atKkicffSGW2eb6794fxh4cfflhr1qzRhg0bTDdV9yQ3b97Uv/71L9WrV0+HDx92Ok6G5umfv5L1z2BP30azn78Sn8GApzHTDOjy5cu6ceOG/WHgtSIiInTy5EnT9d54zFu9enWVLFnSdL03HPNyrQRARkBzDQAAAAAeKygoyFJ9YmKiTUkynqxZs5qq88YO802bNvW61X6c8Mknn+jpp5+2/L4qX768Nm/e7BUrSSH9tGnTRgULFnS5btKkSZae10x9wYIFveriAf5ZRvrOg3f47bffTNf6wueT2X2EAwcOKCkpyeY09qlZs6Zy5crldAwAPoB9F3tt2bLFdG3btm0tn7tyQseOHS3d1L9582Yb0wBpY8d7ze5zxey3m9tv9/TmGk2bNnU6QpqZvZnl4sWLNie5V61atUzXvvjiizp37pyNaQDntW7d2vT7ddasWYqOjrY5Udrs2bNHO3bsMFWbK1cude/e3eZEwJ89+uijTkdIEyvHnQULFlTdunVtTJM+SpYsqRo1apiu9/TjzlKlSpm6ETE9FS9e3FJ9kyZNbEriPma3kRuo0lfDhg21ZMkShYeH65VXXlHu3LmdjmTJ9u3bVbt2bU2bNs3pKBmWL38+SVLmzJlVu3ZtG9PYz8r28RkMeBauOcIOVo55JevNGZ1ipSnIyZMndfnyZRvT2I9rJQAyAu4eAgAAAOCxEhISLNWHhITYlCTjyUgnzr3hwquTUlNT9corr+jNN9+UYRiWxqpfv742btxoqWszfFNgYKCefvppl+tmzpxp+kbquLg4/fzzzy7X9erVSwEBAaaeE54pI33nwTtYmTjcrFkzG5M446GHHpKfn5/LdYmJiTp06JAbEtmDfU4AdmHfxT5xcXE6fvy46XpvuZHr/8qTJ4+qV69uun7//v32hQHSyOp5Ysn+c8UZfb+9atWqpuoiIiJ08+ZNm9PYI0eOHJZXl01P+fLlM1Xn7km7Vm4APnv2rBo1aqRjx47ZmAhwlp+fn/r27WuqNiYmRjNmzLA5UdqMHTvWdG2vXr2UOXNmG9MAf+bv76+GDRs6HSNN9u3bZ7q2WbNmps6VeoLmzZubrj127JgtxwDuUq1aNacj/KM8efJYqje7v5+ezG7jlStXLM97gOsqV66sL7/8UhcuXNC0adPUvn17BQcHOx3LlJiYGPXu3VsDBgxQSkqK03EyHF//DK5cubLHz0exsn2efiMxkNFwzRF2sHLMW6hQIVWoUMHGNOnHyjGvZO11czeulQDIKGiuAQAAAMBjxcfHW6qnuYZ5/v7mDhe98cS5t0y8ckJ8fLy6deumr7/+2vJYnTp10qpVq5Q3b14bksEXhYaGulxz5coVhYWFmXq+efPmmbqZw0xOeLaM9J0H77B7925Tdf7+/pZulPUUwcHBKlCggKnaiIgIm9PYh31OAHZh38U+4eHhSk1NNV3foEEDG9OkLyvfSzTXgBOsnieW7D1XnJqaanriY4ECBTx+leu0KFasmOnaU6dO2RfERlWrVvWqm1fz589vqi4uLs7mJPdq0aKFpZvkTp8+rTp16mjSpEnc9Aif8dxzzykoKMhUrZUmF2bFxsZq+vTppuv79etnYxrgr1WpUkU5cuRwOsY/MgxD4eHhpusz6nFncnKyDh48aGMae3nDjd25cuWydHN2lSpVbEzjHmbnHaSkpCgxMdHmNEirkJAQPf300woLC9OlS5c0depUPfHEE8qVK5fT0Vz2ww8/qFu3bh7dDMjXBAUFqWLFik7H+EdW5kV5w+evle+Y2NhYm9MAsIJrjrCDlSYR3nzM26BBA0vXEzy5uQbXSgBkFIFOBwAAAACAv2N10rS3roqUkJCgkydP6tixYzp27JjOnj2rK1eu6MqVK7p8+bKuXbum+Ph4JSYmKiEhQYmJiUpKSnI6tiQpKirK6QguCQgI8IoLr064du2aHnvsMW3cuNHyWC+99JK+/vpr0xdkkDE89NBDqlWrlnbu3OlS3aRJk9S5c2eXn2/SpEku19SuXVuVK1d2uQ5/LzU1VWfOnNGxY8d0/PhxRURE6PLly3e/965cuaLY2Ni733d3/tcTeNt3HrxDTEyMjh49aqq2fPnyplcW8TRFixbVxYsXXa47f/68G9LYwxsmw8F1w4cP13vvved0DLc6deqUV61K4m7JycmKiIjQ8ePHdezYMZ0+ffqefZerV68qLi7unn0Xjtc9l5UmEbly5fLqY4MGDRroyy+/NFV78+ZNnT59WiVKlLA5FfD37GiuYee54qNHjyomJsZUba1atWzL4aSQkBDlzZtXV69edbn2/PnzHnlDYrly5ZyO4BKzN5+5+8avbNmyqVWrVlq0aJHpMW7cuKFnn31W//3vf/X222/riSee8PiVe4H7yZ8/v7p27aoZM2a4XLtr1y7t3LkzXb8/Zs2apVu3bpmqrV+/vh566CGbEwF/5i3n2iIiInT79m3T9d7csNfqTVL79u1TjRo1bEpjr7Jlyzod4R/5+fkpe/bsunHjhsu1QUFBlprppRcrDXYSEhIsNYSDPXLkyKFevXqpV69eSklJ0bZt27RixQr9/vvv2r59u1fchD9v3jy1b99eixcv5m8qHZQoUUKZMmVyOsY/ypkzp+naMmXK2JjEPfz8/JQtWzZTi9nQjAb4f2JjY3X8+PG71xzPnz9/zzXH69ev/2mOcHJystOxJXHNEfeycr3Vm495c+fOrQoVKujQoUOm6j25uQbXSgBkFDTXAAAAAOCRDMOwfPOsNzTXSElJ0Z49e7R169a7j2PHjllaOdVJViYHOaFUqVJc4P4Lp06dUps2bXTkyBHLY3300UcaOnSoDamQEYSGhrrcXGPp0qW6fPmySx2oz507p1WrVrkaT6GhoS7X4F7Hjh3Tli1b7n7n7du3z2OaZbjK277z4B327dtnej/QlxqGmV1V4Ny5czYnsUdISAjNCQAvZBiGDhw4cM++y6FDhzxm4pqr2Hf5MyurB1erVs2rVuz5v2rXrm2pPjw8nOYaSFee1lxj9+7dpmt9bb/dTHMNT91vL1KkiNMRXGL2vHZ6TBjt27evpeYad+zdu1c9evRQsWLFFBoaqmeeecYrbjQC/kr//v1NNdeQpHHjxqVrc41x48aZru3bt6+NSYC/5y37VFaOOwMDA726WU2BAgVUrFgxnT171lS9ldfO3QoXLux0hDQxewN64cKFveKcR1BQkOlabqLyPAEBAapfv77q16+vd999V8nJydq3b582b96sLVu2aMeOHTp69KhHzqVatWqVnnnmGc2aNcsr3jvezNc/fyXvOTdh9jOYz19kVAkJCdq5c+c9c4RPnz4twzCcjmYK1xxxx61bt0wf80ny2IaKaVW7dm3TzTU8+ZjXW/ZH7vDkayUAPBvNNQAAAAB4JE+bMG2nW7du6bffftOiRYu0ZMkSXbt2zelItrHj95aeKlSo4HQEj7Nr1y61b9/ecofxTJkyafz48erdu7dNyZARPPXUUxo8eLBLzRaSkpI0ffp0DRo0KM01U6ZMcXniTXBwsHr27OlSDf74/axfv16LFi3SwoULdfLkSacj2cbbvvPgHays6OBLN7ia3Y8/f/68zUnsUbZsWfn7+zsdA0AaxMXFadWqVVq0aJHCwsJ04cIFpyPZhn2XPztz5ozp2vLly9uYJP2VLFlSwcHBpicNnT592uZEwP152rli9tv/4Gv77UWLFnU6gks8+UaWdu3aqVy5cjp69Kgt4509e1YjRozQiBEjVKNGDT3xxBPq0KGDqlWrZsv4QHpo3LixKleurAMHDrhcO2PGDH322WfKmjWrG5Lda//+/dqyZYup2pw5c6pHjx42JwL+mrdc47Vy3FmqVClLN+d6gvLly5u+0cqTjzt9/eZuX98+iZuovEFgYKBq1qypmjVr6l//+pckKSYmRrt379auXbu0c+dO7dq1S4cOHVJKSorDaaXZs2erRIkSGjNmjNNRfFpG+Hzy9W3k8xcZyeXLl7VkyRItWrRIy5Yt86mGFFxzxB1Wjnkl77/eaiW/Jx/zcq0EQEZBcw0AAAAAHunWrVuWxwgJCbEhiX02btyosWPHavbs2T57gtnbtqtYsWJOR/Aoy5YtU9euXS1fzMmePbvmzp2rFi1a2JQMGUWePHnUsWNHzZkzx6W6SZMmudRcY/LkyS4mkzp27Kg8efK4XJdRnThxQuPGjdPEiRN16dIlp+O4hbd958E7WLl4yk168tjPG/Y5Ac+3b98+jR07VtOmTdPNmzedjuMW7Lv8mZXmKd4+2cvf319ly5Y1vSqSLzWegXfwtHPF7Lf/wdf223Pnzu10BJeYvZElPW488/f318cff6zOnTvbPvbu3bu1e/duDRs2TEWKFFGLFi3UvHlzNW3alGMveLwBAwbo5ZdfdrkuOjpaM2fO1AsvvOCGVPcaO3as6dpevXp57MIH8D3e8pmfkY87pT+aoKxcudJUrScfd3rLfqPZ/UVf3z5JSk5OtjEJ0kvWrFnVqFEjNWrU6O5/i4uL0969e7Vr1y5t375dmzZtsq3Jn6s++eQTNW3aVO3atXPk+TOCjPD55OvbyOcvfF1qaqpWrFihH3/8UYsWLfLZv3muOeIOK8dt2bNnV6FChWxMk/6sNP68cuWKkpKSPLKpprfsj9zhyddKAHg2lkoDAAAA4JEiIyMtj5ElSxYbklhjGIZ+/fVXVa1aVY0aNdKUKVN8+uSyt23bAw884HQEjzFp0iR16NDBcmONQoUKad26dTTWgGl9+vRxuWbv3r3as2dPmn7W7IQaM7kyop07d6p9+/YqW7asPv74Y4+9YcYO3vadB+9w7tw507WDBg2Sn5+fTzxmzJhh6jWIi4sz/fq5E/ucgOdatWqVGjVqpGrVqunbb7/12cYaEvsuf8XKhK8yZcrYmMQZZcuWNV3ryTc5wTd52rliK/vtnTp1cnx/267Hpk2bTL0Gnrrf7mnNur1dp06d1KZNG7c+x/nz5zV58mQ988wzKl68uEqUKKGnn35a3333nXbv3s3kWHic3r17K2vWrKZqx40bZ3OaP4uLi9O0adNM1/fr18/GNMD9ecv5No47ffO409f3G319++BbMmfOrHr16umll17SxIkTdeTIEV25ckVz587VgAED0v2z9Nlnn/Xp6+NOywifTxlhGwFflJycrHHjxqlMmTJq06aN5s2b57ONNSSuOeL/4ZjX/DGvYRi2XPtyB/ZHAGQUNNcAAAAA4JHsmCzh9KSalStX6uGHH1a3bt20f/9+R7Okl4SEBKcjuMTpvxFPMWLECD377LOWL+pUqFBBmzdvVvXq1e0Jhgypbdu2pt6bkydPTtPPTZo0yeWxCxYs6PabAbzd0aNH1a1bNz388MNasmSJDMNwOpLbedt3HryDlZv04Lk36bHPCXieHTt2qEWLFmrRooU2btzodJx0wb7Ln1mZsFSwYEEbkzjDympQnnyTE3yTp50rZr/dGk/db2fCqP0mTpyoAgUKpNvznTlzRjNmzNC//vUv1axZUzlz5lSzZs309ttvKywsTNevX0+3LMBfyZEjh5566ilTtdu2bdO+fftsTnSvX375RTdu3DBVW69ePVWpUsXeQMB9eMv5Niv7sRn9uNNTbzKSfH+/0de3D74vb9686ty5s7777jsdO3ZM4eHh+uCDD1SpUiW3P/elS5f0+uuvu/15MqqM8PmUEbYR8DWzZ89WpUqV1LdvX0VERDgdJ11wzRF3cMxr/phX8tzrreyPAMgoaK4BAAAAwCPZMVmiaNGiNiRx3c2bN/Xcc8+pZcuW2rlzpyMZnJKamup0BJfkzp3b6Qge4d1337U8RsOGDbVx40aVKFHChkTIyAIDA/X000+7XDdjxox/bBATFxenn3/+2eWxn376aQUGBrpclxGkpqbqs88+U7Vq1fTrr79miKYad2SkbUX64SY9azz1Jj32OQHPkZCQoLfeekt169bVqlWrnI6TrrzteN3drl27psTERNP16XmjsLtY2YaoqCgbkwD/zOq54jx58ihz5sw2pZHOnz9v21gZkafut2fKlMnpCD6nYMGCmjNnjq3vP1fExMRozZo1GjVqlDp27Ki8efPqoYce0oABAzR37lzdvHnTkVzI2AYMGGC69scff7QxyZ+NHTvWdG3fvn1tTALcX+bMmRUcHOx0jDSxcuyU0Y874+PjTTf8cTdf32/kmih8TeXKlfXOO+/owIED2rx5s5599lkFBQW57flmzJihHTt2uG38jMzXP38lPoMBbxIZGakOHTqoR48eOnbsmNNx0hXXHHFHRj/mzZs3rwICAkzXe+r11oywzwUAEs01AAAAAHgoOzqyOtFcY/369apSpYomTpyY7s8N13nLxCtP16VLF61cuVJ58uRxOgp8RGhoqMs1ly5d0uLFi+/7M3PnztWtW7fSJU9GcO7cOTVp0kRDhgxRfHy803EAn+CpF069hafepMc+J+AZDhw4oFq1amnMmDFM+oJu375tqd4XJnxZWenZ6usHuMrquWI7zxNfv36dlfks8tT9drhHo0aNNHv2bI84LjIMQwcOHNAPP/ygJ554Qvny5VPjxo01ZswYnTx50ul4yCBq1KihunXrmqqdPn26YmNjbU70h4MHD2rjxo2manPmzKkePXrYnAj4e57wnZJWVo6dMvpxp8SxJwD71atXTxMmTFBERIRee+01tzTZMAxDb7zxhu3jAgA8x9y5c1W5cuV/nKcG+LqMfszr7++vfPnyma7nmBcAnEVzDQAAAAAeyY5Vu9O7ucb06dPVokULnT17Nl2fF+Z50+QrTzVw4ED98ssvCgkJcToKfEiVKlVUs2ZNl+smT55833+fNGmSy2PWqlVLDz30kMt1vm7Pnj2qV6+e6QnXAP5aTEyM0xG8WlJSktMR/hL7nIDzVq5cqYYNG+rAgQNOR4GHsNIcLlOmTMqSJYuNaZzx/7F3n9FV1Ovbx6/0hBR6Db1LpAYQpAtKL2KhCQIqQVQEsYCA5UixIAqKSJGmKCogvYlSBASEUKQHQpdeQ0nfzwsf+R+PqGRm9p5dvp+1WGedmPuea4ew95Tf3JMjRw7DtQzXgytlZma61XAN9tnNc9f9djhPq1attHz5clOfPc6Qnp6udevW6ZVXXlGpUqVUrVo1jRo1SmfPnrU7Grxc7969DdVduXJF33zzjcVpfjdx4kTDtY899phX7B/Dc3jSuTYzx07u9rlphNnXwLEnAGcpVKiQRo8erb1796pNmzaW91+9erW2bNlieV8AgP3effddPfzww7p06ZLdUQDb+foxr8T1VgDwZAzXAAAAAOCWdu3aZao+JCREefPmtSjNv3vnnXf02GOPKTU11WXbhHmetPjKHYWEhKhTp07y9+f0AqzXvXv3LNcsXrxYFy5cuO1/O378uH788UeX5PB2P/zwg+rVq6eTJ0/aHQXwKunp6crIyLA7BpyAfU7AXjNnzlSLFi105coVu6PAjZhZrOQt7+tmXgeLveBKhw4dMv07Z+VwDX7/AWMaNGigLVu2qGbNmnZH+Vvbtm3TSy+9pMKFC+uhhx7S6tWr7Y4EL9WhQwflzJnTUK2ZIRh/JyUlRZ9//rnh+l69elmYBvh3nnRM5uvHnmZfA/veAJytZMmSmj9/vqZPn67w8HBLe48dO9bSfgAA+z3zzDN65ZVX5HA47I4CuAVfP+aVuN4KAJ6Mu18AAAAAuB2Hw2F6uEZ0dLRFaf7dhAkTNHDgQJdtD9bx8/OzO4JHS0lJ0QMPPKC1a9faHQVeqHPnzgoODs5STWpqqmbOnHnb/zZjxgxlZmZmqV9wcLA6d+6cpRpvt3XrVrVr107Xrl2zOwrgdW7evGl3BDgJ+5yAfRYvXqzu3bsrLS3N7ihwM2YWK2X1OMVdsdgLnmLnzp2me1g5XIP9dsC4UqVKaf369Ro2bJjCwsLsjvO30tLSNHfuXDVq1Ei1atXS/Pnz7Y4ELxMWFmZ4qPPPP/9s+hrq/5o9e7YuXrxoqPaee+5RpUqVLM0D/BtPOtfm68eeDNcA4Cm6deumDRs2qGjRopb1/Prrr3Xp0iXL+gEA7DVo0CB98skndscA3IqvH/NKXG8FAE8WaHcAAAAAAPhfR44c0dWrV031KFasmEVp/tmCBQv0zDPPOHUbQUFBKlasmEqVKqVSpUqpQIECKlCggPLnz6/cuXMrIiJCERERioyMVEhIiAIDA2/9CQgIMLTN7t27a/r06Ra/Enija9euqXnz5po/f76aNGlidxx4kdy5c6tVq1aaO3duluqmT5+uvn373vbrWdW6dWvlypUry3XeKjExUS1atHDqYA0/Pz8VKlRIpUuXVqlSpVSoUKFbn3l58+ZVZGTkrc+8bNmyKSAg4E+fe0ZMmzZNPXr0sPiVAFnHTXoAYK1ffvlFjz76qNLT0522jYCAABUpUuTW8XrBggVv7bvkyZPn1n5LRESEwsLCFBAQoKCgIFPH62+88YbefPNNi1+J70lJSTFcy5OUWOwF17JiuIaV54rZbwfMCQwM1ODBg9W1a1cNGjRIs2bNyvJAXFfatGmT2rVrpzp16mj06NGqWbOm3ZHgJeLi4vTBBx8Yqp00aZLGjBljWZaJEycaru3Vq5dlOQBv5OvHngzXAOBJKlWqpDVr1qh+/fo6fvy46X6pqalavHixHnvsMQvSAQDsNG7cOL399ttO3UZoaKhKlCihUqVKqUSJEreuNxYoUEA5c+a8dc0xMjJSQUFBt643BgUFGR5A2LBhQ61Zs8biVwJf4uvHvBLXWwHAkzFcAwAAAIDb+fXXX033qFKlivkg/+LEiRN6/PHHlZGRYWnfUqVK6f7771eNGjUUGxurmJgYwzcMA65w48YNtW7dWnPmzFGLFi3sjgMv0r179ywP14iPj9evv/6qihUr3vraunXrlJCQYGj7+F1GRoY6d+6ss2fPWto3d+7catKkiWrXrq3Y2FhVrVpV4eHhlm4D8BRmLjoDAP4sKSlJjz76qG7cuGFp3+joaN1///2qWbOmqlevrkqVKnnNwh9fY+ZJxw6Hw8Ik9jHzOvz9/S1MAvwzdztXzH47YI2iRYtq5syZeu211zRy5EjNmjXLrf99rV+/XrVq1VKfPn30zjvvcP4KppUrV0733XeffvzxxyzXfv7553rnnXcUGhpqOsf+/fu1du1aQ7VRUVHq2LGj6QyAN/P1Y0+zr4FjTwCuVrx4cS1dulT33HOPrl+/brrf/PnzGa4BAB4uPj5e/fv3t7xvTEyMmjRpourVqys2NlblypVj/xcex9ePeSWutwKAJ+PuLAAAAABuJz4+3nSP2NhYC5L8PYfDoR49eujy5cuW9Ctfvry6d++uhx9+WKVKlbKkJ3CnXn/9ddNPPk5OTtaDDz6or7/+Wu3atbMmGHxe8+bNlT9/fp05cyZLddOmTdP777//p/+fVQUKFFCzZs2yXOetRowYoU2bNlnSK2/evOrSpYs6d+6s2NhYLhQB/19QUJDdEQDAa/Tr109HjhyxpFfRokXVrVs3dejQQXfffbclPWE/MzciuvONv1lh5nVYcSMncKfMnisODQ1VhQoVLErDfjtgtXLlymnatGkaNWqUpkyZoqlTp2rfvn12x7oth8OhcePGadmyZZozZ44qV65sdyR4uKefftrQcI1Lly7p22+/VdeuXU1nmDRpkuHaxx57TNmyZTOdAfBmoaGhhm/O9oZjT7OvgWNPAHaIiYnRxx9/rB49epjutXz5cmVkZCggIMCCZAAAV0tOTlbXrl2VlpZmSb/Y2Fj16NFD7dq1U3R0tCU9ATtxvZXrrQDgyVi5DgAAAMDtrFy50nSPatWqWZDk702dOtWSnLVr19bKlSu1d+9evfLKK24zWCMzM9PuCHChN954QyNHjjTdJzU1VY888oi+/vprC1IBUmBgoLp06ZLlupkzZyo9PV2SdOPGDX377bdZ7tGlSxcFBjKXVvr96YVvvfWW6T7FihXTpEmTdPLkSX3wwQeqUaOGWwzW4DMP7iIsLMzuCADgFX788UdNmTLFdJ+YmBjNnj1bhw8f1ltvveU2gzXYd7EGi71Y7AXPcPDgQR09etRUj0qVKll6fM9+O+AcefLk0csvv6y9e/dq+/btevXVVxUTE2N3rNs6dOiQ6tSpo3nz5tkdBR6uXbt2KlCggKFaM0Mx/pCamqrp06cbru/Vq5fpDIC38/VjT4ZrAPBU3bt3V/369U33SUpK0p49eyxIBACww4gRIyx5H2/evLl++eUXbdmyRc8884zbDNbgmiPM8vVjXonrrQDgyexfvQ4AAAAA/+Xq1avatGmTqR7h4eEqV66cRYn+KjU1VW+++aapHpGRkZo6dao2bNigxo0bW5TMOjdv3rQ7Alxs4MCB+uCDD0z3SU9PV5cuXTRjxgwLUgG/L1zJqjNnzmjZsmWSpLlz5+rq1asu2a63ev311009hcHPz08vvPCC9u/fryeffNLtnvLLZx7chdknfU6aNEkOh8On/xw5csSavwwAHm3w4MGm6oODg/XOO+9o586deuihh9xiGNh/Y9/FGiz2+v2Ja0ax2Auu8v3335vuERsba0GS/2N2v/3777+3fb/Z7j+rV6+25i8DXqty5coaPny4du3apePHj2vy5Mnq0qWLihUrZne0W65fv66HH35Ys2fPtjsKPFhgYKCefPJJQ7U//fST9u3bZ2r7c+fO1fnz5w3V1qxZU5UrVza1fcAX+Pqxp5njToljTwD2evvtty3ps3nzZkv6AABc6/z586bXUubPn1+LFy/WkiVLVL16dYuSWYdrjjDL1495Ja63AoAnc6/VYAAAAAB83qpVq5Senm6qR5UqVZx688ukSZN07Ngxw/XFihXT1q1b3frGbbMLXeCZ+vXrp/Hjx8vPz89Un4yMDPXo0cOSJ6cBFStWVLVq1bJcN23atD/9b1bExsa6zZPJ7fbrr7/qm2++MVwfGhqqefPm6f3331dISIiFyazDZx7cRVBQkAICAgzX87sMANLixYu1ceNGw/W5cuXSmjVr9PLLL7vdUI0/8H5vDTOLlTIyMgwN8HM3Fy5cMFzLYi+4yooVK0z3MHJO4Z+EhYWZqud9HMiawoUL64knntAXX3yhI0eO6MSJE/r666/17LPPqkqVKqaOo83KyMhQ586d9eOPP9qWAZ6vV69ehn+PJ06caGrbZq7h9OrVy9S2AV9h5tjp4sWLFiaxh5njToljTwD2ql27tmrXrm26z9atWy1IAwBwtXfeeUfXrl0zXF+1alXt2LFDLVq0sDCVtThXDbN8/ZhX4norAHgy91wVBgAAAMBnuePTCP/Xhx9+aLi2SJEiWrduncqUKWNdICfgxLnv6t27tz777DPTN5JlZmYqLi5OH3/8sUXJ4MuMDCNauHChtm/frlWrVrlke95qzJgxcjgchmoDAwO1cOFCtWnTxuJU1uIzD+7EzFOweaoIAMjUE6SioqK0evVq1apVy8JE1mPfxRo5cuQwVX/mzBlrgtjo7NmzhmuzZ89uYRLg9jIyMgwd0/8vq88Vm9lnl9hvB8yKjo7Wo48+qo8++kjbtm3TpUuXtGzZMg0dOlT33XefIiIiXJonLS1NnTp10m+//ebS7cJ7FClSRC1btjRUO2PGDMNP+Tx48KDhz9moqCh17NjRUC3ga8wce/r6cafEsScA+3Xp0sV0j8OHD1uQBADgSjdv3tSECRMM11epUkWrVq1S/vz5LUxlPa45wixfP+ZNT0/XpUuXDNdzzAsA9mK4BgAAAAC3kZGRoblz55ruc//991uQ5vY2bNiggwcPGqoNCQnRnDlzVLhwYYtTWc/sQhd4th49euiLL75QYGCgqT4Oh0PPPfecRo0aZVEy+KrOnTsrODg4SzWpqal69NFHlZmZmaW64OBgde7cOUs13urmzZv69ttvDdePHj1aTZo0sTCRc/CZB3dSsGBBw7U3btywMAkAeJ4TJ04YvjnMz89PM2bMUMWKFS1OZT32XawRERFh6uZbb/h7MLNorVChQhYmAW5v2bJlunLliqkeefPmVeXKlS1K9LucOXMqJCTEcD377YC1IiMj1bRpU/3nP//RDz/8oMuXL2vLli1677331KJFC5cM2zh79qyeeOIJp28H3qt3796G6i5cuGD4uuqkSZMMD1Xu0qWLwsPDDdUCvsbM+V5fP+6MiorivQaA7dq2bWu6x7FjxyxIAgB/Ly0tze4IXue7775TUlKSodpcuXLpu+++84ib5r3hmAP28vVj3rNnzxo+vyZxvRUA7MZwDQAAAABuY8mSJTp16pSpHmFhYWrcuLFFif5qxowZhmtffPFF1ahRw8I0znPy5Em7I8BmnTp10tdff62goCDTvV566SUNGzbMglTwVblz51arVq2yXJeQkJDlmtatWytXrlxZrvNG8+fP19WrVw3V1q1bV88995zFiZyDzzy4k6JFixquPX36tIVJAMDzfPHFF1kerPaHzp07W7JQ2hXYd7GOmQVLZs9fuQMzr4HFXnCFKVOmmO7RsmVL+ftbuyzGz89PRYoUMVzPfjvgXAEBAYqNjdWLL76oxYsX68KFC1q5cqUGDBigUqVKOW27y5Yt07x585zWH96tadOmKlGihKHaiRMnZrkmLS1N06ZNM7Q9SerVq5fhWsDXcNzJcScAz1a4cGFT5wAkhmsAcL6bN2/aHcHrmFkj/M4776h48eLWhXGSa9euGV4TBvyBY15zr4HjXgCwF8M1AAAAALgNKxZMN2nSRGFhYRakub3FixcbqsubN68GDRpkcRrnSE1N1YULF+yOATfQvn17zZ0719TTOP8wdOhQDR061IJU8FXdu3f3qu14gkWLFhmuff/99y1M4ly//fab3RGAW4oVK2a49sSJExYmAQDPY3TfJTg4WG+//bbFaZyHfRfrmFmwdODAAQuT2GPfvn2Ga1nsBWc7f/68Fi5caLpP69atLUjzV+y3A54jODhYjRs31qhRo3Tw4EFt375dAwcOdMpn2ZAhQyzvCd/g7++vuLg4Q7WrV6/O8pDp+fPnG346aI0aNVSlShVDtYAv4riT404Ani82NtZU/bVr15Senm5RGgD4q+TkZLsjeJWbN2/qxx9/NFR79913q2fPnhYncg6uN8IKZo7bDh06ZPjBGe7CzDFvYGCg8uXLZ2EaAEBWMVwDAAAAgFs4e/as4cEV/61Vq1YWpLm9xMREw4ufe/bsqfDwcIsTOcehQ4fsjgA30qpVKy1YsMCSoTXDhg3TSy+9ZEEq+KLmzZsrf/78Tt1GgQIF1KxZM6duw5OsXbvWUN0999yjmjVrWpzGefjcgzvhJj0AMObmzZv65ZdfDNU++OCDKly4sMWJnOP69es6c+aM3TG8RsGCBQ3XevpNTqmpqTp8+LDhem5ygrN9/vnnSktLM9UjODhYDzzwgEWJ/oz9dsBzVa5cWSNHjtSxY8c0b9481a9f37Leu3fv1tKlSy3rB9/Ss2dPBQcHG6qdNGlSlr5/4sSJhrYjSb169TJcC/giXz7ulBiuAcA7FC9e3HSPGzdumA8CIEsCAgIM13raQJxLly7ZHcGr/Pzzz4bPTT/zzDPy9/eM2zRZKwUrmDnmTU5O1rFjxyxM43pmjnkLFCggPz8/C9MAALLKM/baAAAAAHi9jz/+2PSCaT8/P6cO11izZo3h2u7du1sXxMl27NhhdwS4mQceeEBLly5VRESE6V6jRo3Sc889J4fDYUEy+JLAwEB16dLFqdvo0qWLAgMDnboNT3H48GEdP37cUK0nfeadPn3a8FMaAWcoUaKE4dqDBw/y+QrAZ23cuFGpqamGaj1p3+XXX3/1+Cf4uJNSpUoZrjWzWModHDx4UBkZGYbrzfzsgH+Tlpamjz/+2HSfhg0bWnIu63bM7Ld7w02SgDcICAhQ27ZttWbNGq1cuVKVKlWypO9nn31mSR/4nrx58+qhhx4yVDt9+vQ7vsZ6+PBhrVy50tB2oqKi1KlTJ0O1gK8yc+x07Ngxj78Ze//+/YZrOe4E4C6io6NN9/D093PAE4WEhBiuNXq9yS4nT560O4JXMbpGOCgoyOnr2qzEGmFYoVixYqbWWnr69VaOeQHAszFcAwAAAIDtzp8/rw8//NB0n+rVqzv1CSbbtm0zVFekSBGVL1/e4jTOs3PnTrsjwA01aNBAy5cvV/bs2U33+vjjjxUXF8dNYcgyZ9/46Ek3Vjqb0c88SU57MrAz8JkHd1O1alXDtdeuXeNGPQA+y+i+S0hIiBo0aGBxGudh38VaFStWNFy7Y8cO00Ni7bR582ZT9WZ+dsC/mTJlihITE033adu2rQVpbs/Mfvv+/fu5qQZwM40bN9Yvv/yiZ5991nSvpUuX8m8chj399NOG6s6ePat58+bd0fdOmjTJ8HDWzp07Kzw83FAt4KvMHDs5HA5t3brVwjSudeTIEZ07d85wPcedANyFFfs/6enpFiQBkBVmhmukpKRYmMT5Tpw4YXcEr2L0mmOtWrUUGRlpcRrn4ZojrBASEqIyZcoYrv/ll18sTON6Zq63cswLAPZjuAYAAAAA273zzjtKSkoy3ScuLs6CNH/v4MGDhurq1q1rcRLn8vQTlnCee++9VytXrlSuXLlM95o0aZJ69Ohh6km58D0VK1Y0dQPLP6lWrZruvvtup/T2REY/8woWLKiSJUtanMZ5+MyDu7nrrrtMPV3bkxdbA4AZRvddqlWrprCwMIvTOA/7LtYy84T65ORkxcfHW5jGtdavX2+4tlChQsqdO7eFaYD/k5KSomHDhpnuEx4e7tSnBNasWdNwbUZGhrZv325dGACWCA4O1kcffaQXXnjBVJ8bN24YfsIpUK9ePcXExBiqnThx4r9+T3p6uqZOnWqovyT16tXLcC3gq/Lly6f8+fMbrt+wYYOFaVzLzHGnZO6YHQCsFBwcbLpHtmzZLEgCICvMDNe4fPmydUFcwOg1Mtwea4SBrDFz7ObJx7wnT57U0aNHDddzzAsA9mO4BgAAAABb/fbbbxo3bpzpPrly5VLnzp0tSPT3Dh06ZKiuXLlyFidxnuTkZK1bt87uGHBj1atX148//qi8efOa7jVjxgx16dKFp3QgS7p37+5RfT2VL3zmSdL3339vdwTgT/z9/RUbG2u4/ueff7YwDQB4Dl/Zd1m5cqXdEbxKmTJlFBoaarje7I1CdjKzWI3FXnCm8ePHW/Kkxa5duyp79uwWJLq9vHnzqlixYobr2W8H3Nf777+vBx980FSPjRs3WpQGvqh3796G6n744QclJib+4/csXLhQp0+fNtS/evXqTht8DXg7M0+j9dXjzvDwcJUqVcrCNABg3PXr1033CA8PtyAJgKwICQmRv7+x2+XOnz9vcRrncTgc2rFjh90xvIbD4dDhw4cN1XrSNcejR48ylAWWMXPM+/PPPyszM9PCNK5jdjAI11sBwH4M1wAAAABgq7i4ON28edN0n549ezr9abNGp8yWLFnS4iTOs27dOiUnJ9sdA26ucuXKWr16tQoUKGC619dff61HHnlEqampFiSDL+jcubOCgoIs7RkcHOz0AU2exhc+827cuMENTXBLZp6CvWTJEguTAIDn8IV9l4MHD+rIkSN2x/AqAQEBhp8MLkkrVqywMI3rHD9+XHv27DFcX7lyZQvTAP/nyJEjeu211yzp9eyzz1rS55+Y2W9fvHixhUkAWO3DDz809WTpLVu2WJgGvqZbt26Gbr50OByaPHnyP37PxIkTjcZSr169DNcCvs7MMdSaNWs89hrq8uXLDdfefffdhm+GBQCrJSUlmaoPDAxUSEiIRWkA3Ck/Pz/lzp3bUO3Zs2ctTuM8iYmJunr1qt0xvMaZM2cMr531pGuOPIgIVjJzzHvlyhVt3rzZwjSuY+aY19/fX3fffbeFaQAARnD2EQAAAIBtpkyZokWLFpnu4+/vrz59+liQ6O+lpaUpJSXFUK0zn5JotYULF9odAR6iQoUKWrt2rQoXLmy617x58/Tggw8y2AV3JE+ePGrVqpWlPVu1amX4orq3MrpIyJM+85YvX+6Ri1IDAgIM1XnqpP//ZnQxrae99kaNGhmuTUxMNHWzLAB4Kl/Yd+F43Tnq169vuHbVqlWmF9fbYd68eabqzfzMgL/jcDjUo0cPS/5NNWzY0NTgnDtlZr993bp1unLlioVpAFipaNGiiouLM1x/6NAhC9N4Pl8+l2VEVFSUOnXqZKh26tSpSk9Pv+1/O3r0qOHhcJGRkYYzATB3DHX16lWtWrXKwjSu8euvv5r6POS4E4A7MTrY+Q9RUVEWJQGQVfny5TNUl5iYaHES51m9erXdEbyKmfPTXHN0LqPnlyTfPcfkKnXq1DE1HHH+/PkWpnGNzMxMLViwwHB9bGysoeG6AABrMVwDAAAAgC2OHTum/v37W9KrZcuWKlGihCW9/s7169cN13rKSbC0tDR99dVXdseABylTpozWrl2r4sWLm+61ZMkStW7dWjdu3DAfDF6ve/fubt3PGxj93POUzzxJmj59ut0RDDH6ZKO/W1jvSXzltd93332KjIw0XD979mwL0wCAZ2DfBUY1adLEcG1qaqqWLFliYRrX+O677wzXBgUFqUGDBhamAX43ZswYyxaCP/fcc5b0+Tdt2rSRn5+fodq0tDSPXDAK+JJ27doZrjV785238ZXzOVZ6+umnDdWdPn36bxf2f/bZZ4ZvJuncubMiIiIM1QL4ffhbYGCg4XqzAxLtYOa4UzJ3rA4AVtu/f7+pemevZwPw9/Lnz2+o7uDBgxYncZ5ly5bZHcGr+MIa4XPnzmnp0qV2x8gyo+eXJN8+x+QKOXPmVGxsrOF6TzzmXbdunc6dO2e4nmNeAHAPDNcAAAAA4HLXr1/Xww8/rKtXr5ru5efnpzfeeMN8qH9h5sR5RkaGhUmcZ9myZaZO+ME3lShRQmvXrlWZMmVM91q5cqWaN2+ua9euWZAM3qxFixaGnzDxv/Lnz6/mzZtb0subGP3c85TPvAsXLnjkjZCSFBwcbKguNTXV4iSu5yuvPSQkRM2aNTNcP3nyZI/5twgAVvH2fZdff/1VO3bssDuGV2rQoIGCgoIM13/++ecWpnG+I0eOaM2aNYbra9Wq5TELROE5fvrpJw0aNMiSXlWrVjV1Q3xWREdHq3r16obrP/30UwvTALBanTp1lCNHDkO1ycnJpq4peRtfOZ9jpWrVqqlmzZqGaidNmvSXr2VkZGjKlCmG8/Tq1ctwLQApKipKNWrUMFz/7bffKiUlxcJEzuVwODRjxgzD9SEhIapXr56FiQDAuPT0dG3fvt1Uj1KlSlkTBkCWFSxY0FDdgQMHPOJm/NTUVK1cudLuGF7FF9YIz5o1S2lpaXbHyDKj55ck3z7H5CpmhkXs27dPW7dutTCN802bNs1UPcM1AMA9MFwDAAAAgEulp6fr0Ucf1S+//GJJv+7du6tatWqW9HIWT1lEOWbMGLsjwEMVKVJEa9as0V133WW619q1a/XAAw/oypUrFiSDtwoMDFSXLl0s6dWlSxdTTwzDn3nKZ9748eM98mKxZPxpDFYMNbObL732Bx980HDt8ePHtWjRIgvTAID38pR9F47XnSc8PFy1a9c2XL906VKPejr9p59+aviJ5ZJ0//33W5gGkHbv3q22bdsqOTnZkn4ffvih/P1dtwzGzH77zz//zOAkwI0FBASYesL0jRs3LEzj2XzpfI6Vnn76aUN1K1as+Mv+6eLFi3Xy5ElD/WJjY93+OizgCcwcS124cEHffPONhWmca/ny5Tp06JDh+jp16igsLMzCRABg3ObNm03vlzJcA7BP6dKlDdUlJyd7xHm7efPm6fLly3bHwP/nCdccMzMz9fHHH9sdwxCj55ckzjG5gtnrh5988olFSZzv0qVLmjVrluH6sLAw1alTx8JEAACjGK4BAAAAwKV69epl2ZPiIyIiNGLECEt6/RszCziMLlhzpU2bNumHH36wOwY8WMGCBbVmzRpVqlTJdK+ff/5ZTZo00cWLFy1IBm/VvXt3t+rjbYx+7nnCZ97169c9+gbVqKgoQ3XesKjCl157y5YtTT0V3lX7yADgLrx53+XEiROmnviKf9emTRvDtZmZmfr0008tTOM8ycnJpp5YLpn7WQH/6+TJk2revLkuXbpkSb+HHnpI9evXt6TXnXrkkUfk5+dnuH748OEWpgFgtQIFChiuTUlJsTCJZ/Ol8zlW6tChg3LmzJnluszMTE2ePPlPX5s4caLhHL169TJcC+D/mD2W8qQbjcxm5bgTgDuZN2+e6R5WPKQGgDFm/v1t3LjRwiTOYfZ8P/7K29cIf/vttzpw4IDdMQwJCwtTUFCQoVpfP8fkCnXq1FGuXLkM13/11VeWXStytqlTp+rmzZuG65s2bWpqWAwAwDoM1wAAAADgEmlpaerZs6emTp1qWc9BgwaZWtyYFdmyZTNce/DgQQuTOMd//vMfuyPAC+TNm1erVq1S9erVTffasmWLGjVqpHPnzlmQDN6oUqVKqlq1qqke1apVU8WKFS1K5F2Mfu55wmfeJ598ovPnz9sdw7C8efMaqrtw4YLS09MtTuNaRl/76dOnLU7ifFFRUXrssccM12/evNmjnmYIAGZ5877LyJEjlZaWZncMr9a5c2cFBAQYrv/kk0904cIFCxM5xyeffGLqGLtSpUqqXLmyhYngy/bv368GDRro+PHjlvQLCQnRe++9Z0mvrChdurQeeOABw/XffvutNm/ebGEiAFYysyDczDUlb+NL53OsFBYWpscff9xQ7dSpU5WRkSHp92F9y5YtM9QnMjJSnTt3NlQL4M9iY2NVoUIFw/UbN27U999/b2Ei59i6dasWLVpkuD4wMJD3HQBuIzU1VdOmTTPdx9WDQAH8n/LlyxuuNXoc5So7d+7UihUr7I7hdbx5jXBGRobHP6QlT548hup8/RyTKwQHB6tDhw6G62/evKlRo0ZZmMg5bty4YfpaVLdu3SxKAwAwK9DuAAAAAAC83+XLl9W+fXutWrXKsp4lSpTQCy+8YFm/fxMaGqrw8HBdv349y7WbNm1yQiLrLF68WEuWLLE7BrxErly5tHLlSjVv3lw///yzqV47d+5Uw4YN9cMPP7hskA48y7vvvqvVq1cbrm/YsKFlWbyN0QuSu3fv1vXr1xUeHm5xImucOnVKb731lt0xTDF6Q0JmZqZ+++03FS1a1OJErmP0tZ84ccLiJK7x3HPPacKECYbrBw0apNatW5t6ugoAeIo8efLozJkzWa5z9+P1HTt2mPoswJ0pWLCgmjRpouXLlxuqv3r1qkaOHOnWi76SkpI0cuRIUz1Y7AWrrF69Wu3bt7f0KWQvvPCCSpQoYVm/rOjbt6/h9w/p9+xr166Vvz/PxgHcjZHrQX+IjIy0MIlnM3o+59SpU8rMzPTp98fevXvrww8/zHLdyZMntXjxYrVp00afffbZrUEbWdWpUydFREQYqgXwV127dtWgQYMM17/66qu6//77LUxkvVdffVUOh8NwfbNmzQx/bgCA1aZOnWr6YTDFihVTsWLFLEoEIKvKlSunoKAgQwPMf/jhB924ccNth2e+/vrrpva7cHtG10pJ7n/Ncfz48dq5c6fdMUzJmzevTp06leU6T10z5Gm6deum8ePHG64fM2aM+vbtq/z581uYylpjxowxNawld+7catmypYWJAABmMFwDAAAAgFPt3btX7du31759+yzrGRQUpK+++kqhoaGW9bwTxYoV0549e7Jct3XrVl2+fFk5cuSwPpRJycnJ6tu3r90x4GWyZ8+uFStWqFWrVlqzZo2pXnv27FH9+vX1448/qnDhwhYlhLdo0qSJmjRpYncMr2R0kU96erpWr17ttheCBgwYoKSkJLtjmGLmIuKBAwc8eriG0dd+7NgxJScnu3zf0ayYmBjdd999+vHHHw3VJyYmasCAAfrkk08sTgYA7qdYsWLavXt3lutOnz6t3bt3KyYmxgmpzHE4HHrmmWcM3wiHrOnataupm+PHjRunPn36qGTJkhamss6wYcN0/vx5w/UBAQHq0qWLhYngqyZOnKhnn33W0IL2v1O9enW98cYblvXLqubNm6t06dKGn0y4fv16jRo1Si+//LLFyQCYdfz4cUN12bJlU1BQkMVpPJfR8znp6elKTExU6dKlLU7kOcqVK6dGjRoZenjBxIkT1apVK3322WeGt9+rVy/DtQD+qkuXLho8eLAyMzMN1W/ZskVfffWVOnXqZHEyayxdutT009Mff/xxi9IAsMrs2bN18uRJPf300woODrY7jsskJSXptddeM92nQYMGFqQBYFRoaKhiY2O1cePGLNfevHlTc+bMUdeuXZ2QzJx169Zp/vz5dsfwSnny5DH8AL5Vq1a57ZDQs2fPaujQoXbHMM3oOaYDBw5YnAS3U6tWLZUpU0YJCQmG6q9fv67XXnvNbR88cerUKb377rumenTs2NGn9qkBwN25314bAAAAAK+Qnp6uESNGqGrVqpYO1pCkd999V/fcc4+lPe9E8eLFDdWlpaVp9uzZ1oaxSL9+/ZSYmGh3DHihiIgILV261JInKCUkJKh+/fo6cuSI+WAA7ojRzzxJ+uqrr6wLYqFZs2a5bbasMHPDpqc/hcLoa8/IyDA0IM0dvPTSS6bqx48fr4ULF1qUBgDclzfuu7zzzjtav3693TF8Rvv27U09HTc5OVlPPPGEWz4pbsuWLXr//fdN9Wjbtq0KFChgUSL4omPHjqlZs2aKi4uzdLBGjhw59M0339i6GNHPz08DBgww1WPo0KGKj4+3KBEAK6SkpBga3iZJZcuWtTiNZ/Plc1lWePrppw3VLVu2TJMmTTI8JKZatWqKjY01VAvg9ooUKaIWLVqY6tG3b1+dO3fOokTWuXr1quLi4kz1KFiwoFq3bm1RIgBWOX/+vPr166dy5cppxowZhgcEeZrnn39eZ8+eNd2nXbt25sMAMKVevXqGaz/99FMLk1gjJSVFTz31lFtei/AWRh9GdObMGcMPTnEmh8Oh7t276/Lly3ZHMc3oOaaTJ0/q4sWLFqfB7Zg9Lpw0aZKhIbOu0Lt3b9P/jhhkCwDuheEaAAAAACwXHx+vmjVravDgwUpJSbG0d7t27dSvXz9Le94pM0+y/fjjjy1MYo2vvvrKbaf8wjuEhYVp4cKFatWqlelehw8fVv369Q0/BRRA1pj5zJs9e7ZOnTplYRrzDhw44DUXqMzcoLFu3ToLk7ieL772Zs2aqUmTJqZ6dOnSRdu2bbMoEQC4JzP7LpMnT1ZycrKFacz76aefNGTIELtj+JSwsDD179/fVI/Vq1dr3LhxFiWyRnJysrp3766MjAxTfQYPHmxRIviazMxMffLJJ4qJidHy5cst7z916lSVKFHC8r5Z9eSTT+quu+4yXJ+amqo2bdro2LFjFqYCYMaKFSsM7yOaeT/wRr54PsdK7dq1MzTkLCMjQ88//7zh7Zq9GQLA7b366qum6s+fP2946I4z9e/f3/Awnz+8+OKLCgkJsSgRAKsdOXJEjz/+uCpXrqx58+Z59U3dM2bM0NSpU033yZ07t1q2bGlBIgBmmBmusWHDBrc7Ln311Vctf9Ad/szMNcePPvrIwiTWePvtt7V06VK7Y1iCc0zuLy4uTrlz5zZc73A49MQTTygpKcnCVOZ9/vnnWrBggakerVu3VqVKlSxKBACwAsM1AAAAAFhmx44devjhh1W9enWn3MBXokQJSy5gGlWrVi3DtTt27NDcuXMtTGPO5s2b9dRTT9kdAz4gJCREc+fOVfv27U33On78uOrXr6+9e/dakAzAPzHzmZeSkqKRI0damMacCxcuqF27dm534c2oXLlyKU+ePIZqV61apdTUVIsTuU65cuUM1zrjRj5Xef/99+Xvb/xUflJSkpo3b+6VA6pu3LihPXv22B0DgBsws+9y5swZffLJJxamMScxMVGPPvqo6WEIyLpnnnlGOXLkMNVjwIAB2rBhgzWBLNCzZ0/t3r3bVI8WLVqoWrVqFiWCr8jIyNDnn3+uu+66S88884yuXbtm+Tb69evnNk+ADQwM1HvvvWeqx8mTJ/XAAw/o/PnzFqVyHxcvXlRiYqLdMeACa9asUVpamt0xLGFmYFaVKlWsC+IFzNz44Mnnc6wSFBSkJ554wlCt0QcgREREqHPnzoZqAfyz2rVr67777jPVY86cOXr//fctSmTexIkTNWXKFFM98ubNq969e1uUCIAz7dq1Sw8++KBiYmI0bdo0r9n//8PixYv15JNPWtKrQ4cOCg4OtqQXAOMaNWqk0NBQw/UDBw60MI05M2fO1OjRo+2O4fXMXHNcuHChtmzZYmEacxYsWKChQ4faHcMyvrpmyJNERESYGvYq/f4Qvscee8xthrlt27bNkuNVb/q3CADeguEaAAAAAEzbuHGjHnzwQVWtWlVz5sxxykmtfPnyafHixaZvcjCjdu3apuqff/55Xb161aI0xu3evVvNmzfX9evX7Y4CHxEUFKSvv/5anTp1Mt3r1KlTatiwoXbu3GlBMgB/J1euXKYuSn7yySduccH4j6EC3jaUx+jNjZcvXzY9Sd9O5cqVU7Zs2QzVrlixQqdPn7Y4kWtUqlRJPXv2NNXjzJkzql+/vuLj4y1KZa8bN25o1KhRKlGihL755hu74wBwA5UqVVJ4eLjh+tdff13Hjh2zMJExv/32m5o0aeKxn1meLioqSs8995ypHqmpqWrfvr3pJ/ZaYcSIEfrqq69M9xkyZIgFaeArbt68qalTp6p8+fLq1q2bDhw44JTttG/f3vQwC6u1bNlSTZo0MdVj//79qlevng4fPmxRKntdvHhRQ4YMUYkSJbR27Vq748AFXn/9dZUuXVrjx483fFO/O/jhhx9MLbhv2rSphWk8X0REhOEBG3v27HGLc4x269Wrl6nBq1nVqVMnRUREuGx7gK8ZPHiw6R6vvPKKWzx9es2aNXr22WdN9+nfv7/hc/8A7LF371716NFDJUuW1AcffOAVDzn45ptv9PDDD1syMMTPz0+9evWyIBUAsyIiItSsWTPD9evXr9ekSZMsTGTMmjVreJCai9x7772Gax0Oh+Li4pSenm5hImNWr16tDh06eNUwfzOD4L/++muPPl/pSZ577jlFRUWZ6rFgwQJLjp3NOnPmjNq2basbN26Y6vPAAw+oRo0aFqUCAFiF4RoAAAAADDl69KiGDx+u8uXLq3bt2po3b57TJsXmzZtXP/74o+666y6n9L9TBQsWVNWqVQ3XnzhxQo8//ritE3Xj4+PVpEkTXbx40bYM8E2BgYH64osv1KNHD9O9zp49q0aNGnnNDcKAu2rRooXh2oyMDD366KO2ft6cP39ezZo10y+//GJbBmepU6eO4drhw4crMzPTwjSuExgYqHvuucdQbXp6ukaMGGFxItcZOXKkChQoYKrHqVOnVL9+fS1cuNCiVK536dIlvfvuuypRooReeuklnT171u5IANxEYGCgHnjgAcP1165d0yOPPGLroqrDhw/rvvvu85obqj3Viy++qIIFC5rqcebMGTVq1MjWgS0ffvihJYvOHnroIdPDZuH9HA6HVq1apZ49eyp//vzq2bOnDh486LTttW3bVrNmzVJgYKDTtmHUuHHjTN8UuG/fPtWqVUsbN260KJXr/fbbbxo8eLBKlCih4cOHu8XAabjOsWPH1KdPH5UsWVKjRo3SpUuX7I6UJWfOnDE14LJQoUKqXLmyhYm8g5lzWf/5z38sTOKZihYtqpYtW7pse9wICjjXfffdZ+r6i/T7NZiHH35Y33//vUWpsu6nn35S69atTd+EXrRoUfXt29eiVABc7cSJE3rhhRdUqFAhxcXFeeQajvT0dA0ZMkQdOnRQcnKyJT0feughjgsAN/Lwww+bqn/hhRe0f/9+i9Jk3apVq9SiRQvdvHnTtgy+pEaNGsqbN6/h+vj4eA0YMMDCRFm3fPlytWnTxrLPNXdRsGBBlShRwlDthQsXNG7cOIsT4XZy5MhhyeD+kSNHavjw4RYkMubUqVNq1KiR6QcqBAQE6J133rEoFQDASgzXAAAAAHBH0tPTtWHDBr311luqV6+eSpQooSFDhjj9wkHu3Lm1cuVKxcTEOHU7d+qRRx4xVT9v3jzTT0E1auHChapfvz5PwIVt/P399dlnn6l3796me128eFGNGzfWpk2bLEgG4HbMfuYdPnxYrVq1suVJRQcOHFDt2rW1YcMGl2/bFerWrWu4dvv27W4x3d8oM6993LhxWrJkiYVpXCdPnjyaNm2a/Pz8TPW5fv262rZtq2effdb0kxVcaffu3YqLi1PhwoX1yiuvMFQDwG2Z3XfZvHmzOnbsaMmTCbNq48aNqlWrlq2LM/G7qKgojR492nSfQ4cOqV69erb8nQ4fPlz9+/c33ScyMlJjxoyxIBG80cWLFzVnzhz16dNHxYoV03333aepU6c6/fivVatW+uabbxQUFOTU7RhVtmxZffjhh6b7nD17VvXq1dN//vMft3jK4Z3auHGjOnXqpOLFi2vEiBEM1fBxv/32m1566SUVLlxYcXFx2rVrl92R/tWFCxfUqlUrUwOyOnfubGEi72HmfM7ChQs1YcIEC9N4Jiuuq9yJqlWrqnr16i7ZFuDLPv74Y4WFhZnqcePGDbVu3Vrz5s2zJlQWrFixQs2bN7dk///jjz9WeHi4BakA2OnatWuaOHGiYmNjVaNGDU2aNEmXL1+2O9a/2rZtm2rUqGHpjZv+/v568803LesHwLw2bdooMjLScP21a9fUokULW65Rz5gxQy1btvSoa/ueLiAgQA8++KCpHmPHjtWoUaMsSpQ1EydOtG2tliuYOcc0dOhQbdu2zcI0+Dv9+/fX3XffbbrPkCFDNGjQIJc/0PLIkSNq0KCB9u7da7rX888/rypVqpgPBQCwHMM1AAAAAPxFZmamDh06pPnz52v48OFq2bKlcubMqTp16ui1117TunXrXHKyKleuXFq5cqUqVark9G3dqQ4dOpi+qXHcuHHq0aOHUlNTLUr1z27evKl+/fqpbdu2un79uku2CfwdPz8/jR8/Xs8//7zpXpcvX9b999+vn376yYJkAP5XrVq1VLx4cVM9fv75Z91333367bffrAl1ByZNmqTq1as79UnJdqtTp46ioqIM17/99tt66qmndOXKFQtTuUbz5s0N12ZmZurBBx/U2LFjlZmZaWEq12jatKn69etnuo/D4dC4ceNUpUoVLVq0yHwwJ7ly5Yo+++wzNWjQQHfffbcmTpzIoiEA/6h169aKiIgw1WPevHlq27atyz4jMzIyNGLECDVo0IDBQW6kY8eOeuCBB0z3OXbsmGrUqKGvv/7aglT/7urVq3rooYcseRqUJA0bNkzR0dGW9IJnu3HjhrZu3arp06frhRdeULVq1ZQ3b149/PDDGj9+vOmndt2p5s2ba/bs2QoODnbJ9ox66qmnTC++ln4fdv3666+rdu3aWr9+vQXJnOPs2bMaM2aMYmNjVbt2bc2aNcuWQVVwXzdu3NDEiRNVsWJF1a1bVxMnTnTLm+x27dqlOnXqaMuWLYZ7+Pv7q0+fPham8h7NmjUzdW3t6aef1pAhQ7zuiatZ0axZM9Pnau9EXFyc07cBQLceZGJWSkqK2rdvr0GDBikjI8OCZP/M4XBo2LBhat68uSXrDh588EG1bt3agmQA3MmWLVvUq1cv5cuXTy1bttS0adN06dIlu2P9SUJCgh577DFVr15d27dvt7R3jx49VKFCBUt7AjAnMjJSTzzxhKkeiYmJatCggY4ePWpRqn92/fp19enTR48//rhu3rzpkm3i/3Tq1Ml0j5deeklDhgxx2VCAixcvqnPnzoqLi/Oogc1ZZWbN0I0bN9SwYUN99dVXFibC7QQGBurTTz81vdZe+n2NW8uWLXXhwgULkv27hQsXqlq1akpISDDdq0iRIgxdAwA3xnANAAAAwAekpqYqKSlJ586d04kTJ3Tw4EHt3LlT33//vWbMmKF3331XL7zwgjp37qzq1asrMjJSpUuXVrt27TRkyBAtWbJE165dc2nmcuXKadOmTW43sbVkyZKWLPCYNm2a6tatqz179liQ6u8tXrxYVapU0ZgxY+74RH1gYKCqVavm1FzAhx9+qIEDB5ruk5SUpGbNmumHH36wIBWA/+bn56e+ffua7rNlyxbFxsZq4cKFFqT6e7t27VKzZs3Uq1evLD2BoWbNmk5M5RwhISGm90cmT56skiVLauDAgZYvGnOmWrVqqXDhwobrU1NT9fzzz+uuu+7SmDFjXHYjoFVGjhxp2dNDExIS1Lp1a9WvX19r1qyxpKdZ165d09y5c9WxY0cVKFBATz75pNauXWt3LAAeIiIiQj179jTdZ+nSpapRo4Y2bNhgQaq/t379et17770aPHhwloZveuK+iyf65JNPTA9rkX4/Zu3YsaO6deumU6dOWZDs9hYuXKgqVapo7ty5lvS755579Mwzz1jSC+4lMzNTN2/e1OXLl3X69GkdPXpUBw4c0ObNm7VgwQJNmDBBb775pp5++mm1bt1apUuXVmRkpKpXr67u3bvrgw8+0LZt21w+rC4uLk4LFixQSEiIS7dr1OTJk1WsWDFLem3ZskV169ZV27Zt3eapehcuXNAXX3yhVq1aKTo6Wv369VN8fLzdseAB1q9fr7i4OBUoUECPPPKIvv32W129etXWTDdv3tSwYcNUo0YN7d+/31Svdu3aqUSJEhYl8y6FChXSvffea7je4XBo+PDhKl26tIYPH27678oT+fv7O33wRUREhDp37uzUbQD4Py+99JIqV65suo/D4dDbb7+tunXrmhoS9W92796t++67T0OHDrXkeCBnzpwaO3asBckAuKu0tDQtWbJEPXr0UP78+dW0aVONGjVK27Ztc/nTx6Xfh1jOnz9fLVu2VPny5TVz5kzLz28UKVJE77//vqU9AVijb9++8vc3d/vcvn37dM8992jp0qUWpbq9+fPnq0KFCho/fvwdfX/u3LmdmscXNWzY0JIHAg4fPlwtWrRw6rqUzMxMzZw5UxUrVszS0Ijs2bOrXLlyTsvlLK1atVJoaKjh+qtXr6pz586KjY3VZ599pnPnzlmYDv+tTp066t27tyW9li5dqsqVK+ubb76xpN/tnD9/Xr1791bbtm0tGwxn1fVmAIBzBNodAAAAAMBfvfnmmz49rbRly5b64osvlCNHDruj3NaAAQO0YMEC031++eUXVa1aVX369NHAgQOVP39+C9L9/uTbZcuWacSIEYZuBnrppZf022+/sSAaTjdy5EiFhISYfr+7ceOGWrVqpblz55qaTg7gr5588km9+eabpp/efvr0abVp00Zt27bVf/7zH0suQv9h27ZtGjVqlGbNmpXlBVB16tTRE088oc2bN1uWx1U6duyomTNnmupx8eJFvfPOO3rnnXeUJ08e1ahRQ+XLl1fx4sWVN29e5cyZUyEhIQoKCjK8jbJlyypfvnymcv43Pz8/dejQwfTCtAMHDqhfv37q16+fSpYsqdjYWJUuXVpFixZVnjx5FBUVpeDgYAUGGj+FXqNGDctv/gsJCdGiRYt07733KjEx0ZKeP/30kxo2bKiYmBjFxcWpU6dOypMnjyW9/43D4dCePXu0cuVKLV68WGvWrMnSDeYA8L/69euncePGmX5aa0JCgurVq6du3bpp6NChKlmypEUJf3/fffvtt7VkyZIs13bq1Elly5b1yH0XT1OqVClNmTJFjz76qCX9Pv/8c3333XcaMGCA+vTpY9n+0bp16zRs2DAtX77ckn6SlCdPHn377bcKCAiwrCfM8eUbtYODgzV69GiPG/aSK1cuLVu2THXr1rXsaWoLFizQggULdM8996h379566KGHFBkZaUnvf5ORkaEdO3ZoxYoVWrRokTZu3OiSJ6PDe6WkpGj27NmaPXu2goKC1KBBA7Vu3VqNGzdWhQoVLHmi4b85f/68PvvsM40dO1a//fab6X7BwcF65513LEjmvTp27Kj169eb6nHy5EkNGTJEQ4YMUXR0tGrUqKEyZcqoWLFiypMnj3LkyKHg4GBT57IqVqyo7Nmzm8rpLD179tTrr7/utHMnHTt2dNlnCwApKChIs2fPVvXq1U1fg5GkjRs3qmbNmuratatefvllxcTEWJBSOnTokEaPHq2JEyda9gRsPz8/ff7556YGaQPwLGlpaVqxYoVWrFgh6fcbwRs1aqTatWuratWqqlKlinLmzGn5dhMTE7V+/XotXrxYy5cv1+XLly3fxh/8/Pw0bdo0t92XBHxdiRIl1LFjR3355Zem+pw5c0YtWrTQY489pjfeeEOlSpWyJF9GRobmz5+vkSNHZmlgWq5cufTBBx+oW7duluTA/xkwYIAef/xx032WLVummJgYDRgwQP3791dUVJQF6X4/v/bdd99p2LBh2r17d5br3333XX355ZceN8A0MjJSLVu21Jw5c0z1iY+P15NPPik/Pz+VK1dO1apVU+nSpVW4cGHlzp1bkZGRCg4ONnWtrG7duqYyeoPRo0dr06ZNlqxFP3nypDp06KCPPvpIQ4cO1f3332/JeeTLly9r0qRJGjlypGVDNSTp5ZdfVqtWrSzrBwCwHsM1AAAAALiN4OBgjRw5Uv3793fJ4kmj6tevr6ZNm1py40Jqaqo+/PBDjR8/Xg8++KC6dOmiRo0aKTw8PMt9Nm3apCVLlujzzz/XyZMnDeWpVKmSXn/9dac//Qr4wxtvvKGwsDANHDjQVJ/k5GS1a9dO33zzjdq2bWtROgCRkZEaOHCgBg0aZEm/+fPna/78+WrQoIEef/xxtWjRIsvDpRwOh3bt2qXvv/9en3/+ubZv324oS0REhKZOnWp6Ub9dWrRoodKlS+vgwYOW9Dt//ryWLl1q+VNWpk6dqu7du1va85lnntGHH35o2c1ciYmJlg2q+G+HDx9W8eLFLe+bP39+LV++XPfee6+lT9HYvXu3+vbtq379+qlWrVpq1aqVGjRooCpVqihbtmym+2dmZurIkSPau3evtm3bpg0bNujnn3926kJGAL6nRIkSevLJJzVhwgTTvTIzMzVt2jR9/vnnatasmbp27aqmTZtmeRBoRkaG4uPjtXz5ck2fPt3wZ3ehQoU0duxYffzxx4bqkXWPPPKI+vfvrw8++MCSfteuXdObb76pkSNH6pFHHtHDDz+s++67L8sLKQ8ePKglS5Zo6tSphveF/46/v7+++uorFSlSxNK+gBFlypTRrFmzVK1aNbujGFK+fHktXLhQjRs31s2bNy3ru2nTJm3atElxcXGqX7++WrVqpTp16qhixYqWDPdLT0/XoUOHtHfvXm3dulXr16/X5s2bdf36dQvSA3+VlpamlStXauXKlZJ+vynk3nvvVd26dVW1alXFxMQoOjra9HYyMzO1b98+/fjjj1qyZIm+//57y24QlqT+/furdOnSlvXzRo8//riGDBliyQ3k0u8L6o1eC/snq1atUsOGDS3va4V8+fKpffv2mjVrllP69+rVyyl9Afy90qVLa/r06XrwwQflcDhM93M4HJoxY4ZmzJihhg0b6rHHHlOzZs2y/Fl6/vx5LV++XF999ZWWLFliSbb/NnToULVs2dLSngA8y4ULF24N3PtDsWLFVKlSJRUvXlxFihRR0aJFVaRIEeXOnVvZsmW79Sc0NFRpaWlKTU1VSkqKLl26pHPnzuncuXM6evSoEhISdODAAcXHx7v0afSvvvqq7rvvPpdtD0DWjRw5Ut99950l5+q++OILzZo1S+3atVO3bt30wAMPZPnc3M2bN7Vp0ybNmTNH3377rc6cOZPlHNOmTWNIopN07txZ7733nnbt2mW6V1JSkt544w29//776tChgzp27Kh69eopODg4S31u3Lih9evXa+HChZo5c6YuXrxoKE+zZs301FNPmR42Y5fnn3/e9HCNPzgcDu3bt0/79u2zpN//9vZ1oaGhmjNnjmJjYw3/vv6vdevWqWnTpipbtqyeeOIJNW/eXBUrVsxSj5s3b2r16tWaO3euvvzyS924ccOSbH9o1KiRRowYYWlPAID1GK4BAAAAwC3ExsZq8uTJqlKlit1R7sjYsWNVsWJFy54OlZKSolmzZmnWrFkKCQm59WSG0qVLKzo6Wjly5FBYWJgyMzN17do1Xbt2TSdPnlRCQoL279+vX375xfQJvvDwcH399deWP2Ed+DevvPKKQkND1a9fP1N9UlNT9fDDD+vLL7/UI488Yk04AHrhhRc0ZcoUJSQkWNZzzZo1WrNmjfz8/FShQgVVrVpVd911lwoXLqw8efIoNDRUAQEBun79uq5du6Zz584pISFBCQkJ+uWXXyxZCDV+/HiVKVPGY4dr+Pv768UXX1Tv3r3tjuJyJUqU0COPPOK0Gwk8QenSpbV48WI1btxYSUlJlvbOzMzUhg0btGHDBklSQECAypUrp7vuuktFihRR4cKFVbBgQWXLlk1hYWEKDQ2Vw+FQcnLyrT+XL1/W6dOnderUKZ0+fVpHjhzRgQMHlJycbGlWALid4cOH69tvv7VsgU5GRoYWL16sxYsXKyAgQJUrV1aVKlVUtmxZFS5cWLly5VJYWJik34cnXL9+XadPn761iHvz5s2mbyD09/fXl19+qTx58ljxkpAF7777ruLj47VmzRrLeqampmrmzJmaOXOmgoKCFBsbqwoVKqh8+fIqXLiwIiMjFRERoYyMDCUlJenKlSu3bnSPj493ylCwPwwfPlxNmjRxWn/gTvj7+6tPnz4aOXKkIiIi7I5jSu3atfXNN9+offv2SktLs7R3amrqnwYSBAUFKSYmRuXKlVPhwoVVpEgR5cuX70/77RkZGX/ab7948eKf9tsTExN18OBBy7MCWXHx4kUtWrRIixYtuvW17Nmz66677lLRokVVsGBBFSpUSAUKFFB4eLhCQ0MVFhamoKCgWzfYXb169dbv9+HDh3Xw4EHt3LlT165dc0rmatWq6c0333RKb28SGRmpp59+Wm+//bbdUTza008/7ZRzYlWrVlWNGjUs7wvg37Vt21aDBg2y/Mab1atXa/Xq1ZKkChUqqFKlSipfvrxKliypyMhIRUZGKiAgQElJSUpKStKxY8e0d+9e/frrr9qxY4cyMzMtzfOH5s2b6/XXX3dKbwCe7ejRozp69KjdMQzp1q2bhg0bZncMAP+iaNGiGjBggGX/XtPT028NCgoJCVHNmjVVtWpVlSxZUoULF1ZERITCwsKUkpKiGzduKCkpSUeOHNHhw4e1a9cubdu2zdR5uP79+6t169a39vlgrcDAQI0dO9bSwUlJSUmaPHmyJk+erPDwcMXGxqpKlSoqUaKEoqOjFRUVpdDQUKWnp99aI3z8+HElJCTcGoZsdr1ywYIFNX36dLd++OG/qVevnmrVqqWNGzfaHQV3oHjx4po5c6ZatWpl2UOUJOnAgQN65ZVX9Morr6hQoUKqXr26ypcvr7JlyypHjhyKjIxUSEiIrl+/rqSkJJ05c0Z79+7Vnj17tHnzZqetXypSpIhmzZqlgIAAp/QHAFiH4RoAAAAAbBUZGanXXntN/fv396iTSWXLltWQIUP02muvWd47JSVFGzdudOnJXz8/P02fPl3ly5d32TaB//b8888rNDRUTz/9tKmp3enp6erUqZNSUlL02GOPWZgQ8F3BwcGaOHGiGjdubPliSofDod27d2v37t2W9v03zz33nFe8R/Ts2VNjx47Vnj177I7icsOGDdO8efN8elhDjRo1tGrVKrVo0UJnz5512nYyMjK0Z88en/w9A+CZcufOrQ8//FDdunWzvHdGRobi4+MVHx9vee9/8t5776lBgwYu3SZ+FxgYqPnz56tJkybasmWL5f3T0tJcfg7o7wwYMEADBw60OwZ8XOXKlfXpp5+qVq1adkexTKtWrbRgwQI9/PDDun79utO2k5aWpu3bt2v79u1O2wZglytXrrjN5+X/ypEjh7799luGlt+hl19+WVOmTHHqeQxvV79+fVWoUMHy8zS9evWytB+ArBk2bJjOnTunSZMmOaW/u5zfrVevnmbPni1/f3+7owCAZZo2barJkyfbHQPAHXr11Vc1d+5cy/eNUlJS9NNPP+mnn36ytO/fadKkid555x2XbMuXNWrUSD179tSUKVMs7339+nWtXbtWa9eutbz33wkJCdGcOXOUL18+l23TWd577z3Vr1/f1DpTuE6zZs00depUde/e3SmDHH/77TctWLBACxYssLx3VhQsWFA//PCDV/wbAwBfwBlKAAAAALYICAhQXFycDh48qBdffNGjBmv8YfDgwWrcuLHdMSwxbNgwPfTQQ3bHgI+Li4vTlClTTC+oysjI0OOPP84CBsBCDRs2dMpAKTs0a9ZMH3zwgd0xLBEUFKQJEyZ49BMljCpVqpSGDh1qdwzbxcbGasOGDSpVqpTdUQDArXTt2lXdu3e3O4YlnnrqKb3wwgt2x/Bp2bNn1/Lly1WpUiW7ozjNs88+q1GjRtkdAz6sUKFC+uyzzxQfH+9VgzX+0KxZM61atUp58+a1OwoAC2XLlk3z589XyZIl7Y7iMXLmzOk15+Xs1Lt3b0v7hYeHq0uXLpb2BJA1fn5+mjBhglMGhbqL2rVra8mSJcqWLZvdUQDAMh06dND8+fMVFBRkdxQAdygsLExff/21wsLC7I5i2D333KPvvvuO9x4X+eijjxQTE2N3DNP8/Pw0efJk1a5d2+4olqhbt66efPJJu2MgC7p27erVa9zy5s2rH374QWXKlLE7CgDgDjFcAwAAAIBLBQYG6vHHH9eePXv06aefevSEVn9/f82cOVPFixe3O4opAwYM0Kuvvmp3DECS1L17d33xxRcKDAw01SczM1O9evXSJ598YlEyAEOHDlXLli3tjmFKvXr1NGfOHI8c6vV36tatq//85z92x7DFyy+/rKZNm9odw3alSpXShg0bvPImRAAwY9y4cYqNjbU7himPPvqoxo8fb3cMSMqVK5dWrlypypUr2x3Fcn369NHYsWPtjgEfVbBgQY0ePVoJCQnq2bOnVz/BukaNGlq/fr3Kli1rdxQAFggNDdWCBQtUv359u6N4nM6dO+uJJ56wO4ZH69atm6U3p3fs2FGRkZGW9QNgjJ+fn6ZMmaKuXbvaHcVytWvX1tKlSxUREWF3FACwzIsvvqivvvpKISEhdkcBkEV33323Pv74Y7tjGBITE6MlS5awX+VC2bJl0+zZs5UzZ067o5gyZswYPfbYY3bHsNTo0aNVpUoVu2MgC5588kl98sknXnctKH/+/Fq5cqXuuusuu6MAALLAuz6NAAAAALitHDlyqF+/fjpw4ICmTZvmNYuI/zgpVqBAAbujGDJgwACeTAq306lTJ3399demJ+w7HA4988wzGj16tEXJAN/m7++vb7/91mNvGmjYsKEWL17slU9FGzJkiE/elBAYGKhvv/2Wi+WS8uXLp59++kmDBg3yuovQAGBUtmzZtGzZMo9dxNKxY0d98cUXXjUUzNPlzZtX69evV/v27e2OYonAwECNHTtW48aN89qnRMF9VaxYURMmTNDhw4fVv39/rzxOu50yZcooPj5ePXv2tDsKABPy5cunlStXqnHjxnZH8ViffvopA1NNyJ49uzp37mxZv169elnWC4A5AQEBmjFjhoYPH+4153m7deumVatWKXv27HZHAQBLZM+eXTNmzNB7773HOTXAg/Xs2VPDhg2zO0aWVKxYUStWrFCuXLnsjuJzypcv77HD4vz8/DRmzBg999xzdkexXEREhBYtWqSiRYvaHQVZ0Lt3by1evNhrjhFjY2O1ZcsWVapUye4oAIAs8o6zrwAAAADcVq1atTRhwgSdOHFCH3zwgUqUKGF3JMuVKlVKK1euVHR0tN1R7pi/v7/ee+89BmvAbbVv317fffedJU/5GDBggEaMGGFBKgBhYWFauHChxw3YeOSRR7Rs2TKvfgLjpEmTNHjwYLtjuFxkZKTWrFmj5s2b2x3FdoGBgRoxYoR++OEHFS5c2O44AOAW8uTJo5UrVyomJsbuKFny/PPP68svvzQ9cBDWCw8P1+zZs/XGG2949OL53Llza/ny5V65mBLuKzw8XI899phWr16tnTt3qlevXj75dNfw8HB99tln+uabbzz+aYeAL6pataq2bNmiOnXq2B3FowUGBmrhwoXq0aOH3VE8Vu/evS3pU6VKFdWsWdOSXgCs8+qrr2revHkefU0jICBA77//vqZPn+6T+/2At6hSpYpq1Khhdwy3cd999+nXX39V165d7Y4CwAKDBw/WSy+9ZHeMO9KiRQutX79ehQoVsjuKz7rnnnu0aNEijxoIEBISoi+++EJ9+/a1O4rTREdHa+PGjeyveJhmzZpp06ZNKleunN1RTOncubN++ukn1mgBgIdiuAYAAAAAy1WqVElvvPGGEhIS9PPPP6tXr14KDw+3O5ZTxcTEaNOmTapcubLdUf5Vzpw5tXjxYr344ot2RwH+UcuWLbVw4UKFhYWZ7jV48GC99tprFqQCEBUVpRUrVlj6dERn8ff314gRI/TNN994/eJNPz8/DRs2TPPnz1eRIkXsjuNSUVFRWrhwoUaOHOkzT7z+Jw0bNtSvv/6qfv36efVN2SEhIerUqZMefvhhu6MAcHOFChXS+vXrPeLJ4qGhoZo2bZo+/PBDjx7c4O38/Pz0+uuva8WKFR45RLZFixbatm2b7rvvPrujwAeEhoaqVatWmj59uk6fPq3PP/9cDRo0sDuWW3jkkUe0a9cudevWzavf8yMiIvTUU0+pUaNGdkcBTAkMDNTgwYO1ceNGnzvv4ixBQUGaMmWKJk+ezFN3DYiNjbXkxpFevXpZkAaAM7Ru3Vrx8fEeuR9Vvnx5rVmzRi+88ILdUQCYVKtWLW3evFkJCQl64403PP4GSKOio6M1efJkrVy5kuMBwMu8++67+uCDDxQQEGB3lL/13HPPacGCBR49eM1bNGjQQOvXr1exYsXsjvKvihYtqnXr1nnE2i6zChYsqDVr1ujFF19UYGCg3XFwh8qVK6dffvlFvXv39rhrJDlz5tTkyZM1c+ZMS9Y2AwDswXANAAAAAKZFRkaqVatWGjNmjA4fPqwdO3bo9ddfV+nSpe2O5lLR0dFat26dWz9pq2nTptq5c6e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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 1476, "width": 2155 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 5))\n", "\n", "# Plot the \"true\" profile\n", "r_true = np.logspace(-1, 2.5, 200) * u.kpc\n", "ax.loglog(\n", " r_true,\n", " nfw_density(r_true, rho0, rs),\n", " \"k--\",\n", " alpha=0.3,\n", " label=\"True NFW profile\",\n", " lw=2,\n", ")\n", "\n", "# Plot the \"measured\" data points\n", "ax.loglog(r_bins, rho_bins_measured, \"o\", label=\"Simulated measurements\", ms=6)\n", "\n", "ax.set_xlabel(\"$r$ [kpc]\")\n", "ax.set_ylabel(r\"$\\rho(r)$ [$M_\\odot\\,{\\rm kpc}^{-3}$]\")\n", "ax.set_title(\"Dark Matter Halo Density from Simulation\")\n", "ax.legend()\n", "ax.grid(True, alpha=0.3)" ] }, { "cell_type": "markdown", "id": "b37343db", "metadata": {}, "source": [ "### Build a Potential from Simulation Data\n", "\n", "Now we'll create a `SphericalSplinePotential` directly from these \"measured\" densities. The cubic spline interpolation will smooth over the measurement noise:" ] }, { "cell_type": "code", "execution_count": 13, "id": "0c62cbd0", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:24:01.183043Z", "iopub.status.busy": "2025-12-11T04:24:01.182841Z", "iopub.status.idle": "2025-12-11T04:24:01.189354Z", "shell.execute_reply": "2025-12-11T04:24:01.188486Z" } }, "outputs": [], "source": [ "# Create potential from simulation data\n", "sim_pot = gp.SphericalSplinePotential(\n", " r_knots=r_bins,\n", " spline_values=rho_bins_measured,\n", " spline_value_type=\"density\",\n", " interpolation_method=\"cspline\",\n", " units=galactic,\n", ")" ] }, { "cell_type": "markdown", "id": "4b6209e6", "metadata": {}, "source": [ "Let's compare the rotation curve from our spline potential to what we would get from the true NFW profile:" ] }, { "cell_type": "code", "execution_count": 14, "id": "e41e3452", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:24:01.191084Z", "iopub.status.busy": "2025-12-11T04:24:01.190905Z", "iopub.status.idle": "2025-12-11T04:24:03.158693Z", "shell.execute_reply": "2025-12-11T04:24:03.157801Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 2315, "width": 2316 } }, "output_type": "display_data" } ], "source": [ "# For comparison, create an NFW potential with the same parameters\n", "nfw_pot = gp.NFWPotential(m=mnfw, r_s=rs, units=galactic)\n", "\n", "# Compute circular velocities using symmetry coordinates\n", "r_test = np.linspace(1, 100, 200) * u.kpc\n", "\n", "v_circ_sim = sim_pot.circular_velocity(r=r_test)\n", "v_circ_nfw = nfw_pot.circular_velocity(r=r_test)\n", "\n", "fig, axes = plt.subplots(2, 1, figsize=(8, 8), sharex=True, layout=\"tight\")\n", "\n", "# Circular velocity comparison\n", "axes[0].plot(r_test, v_circ_sim, label=\"Spline potential (from sim data)\", lw=2)\n", "axes[0].plot(r_test, v_circ_nfw, \"--\", label=\"True NFW potential\", alpha=0.7, lw=2)\n", "axes[0].set_ylabel(r\"$v_{\\rm circ}$ [km/s]\")\n", "axes[0].legend()\n", "axes[0].grid(True, alpha=0.3)\n", "\n", "# Density comparison\n", "rho_sim = sim_pot.density(r=r_test)\n", "rho_nfw_true = nfw_density(r_test, rho_s=rho0, r_s=rs)\n", "\n", "axes[1].loglog(r_test, rho_sim, label=\"Spline (smoothed sim data)\", lw=2)\n", "axes[1].loglog(r_test, rho_nfw_true, \"--\", label=\"True NFW\", alpha=0.7, lw=2)\n", "axes[1].scatter(\n", " r_bins,\n", " rho_bins_measured,\n", " s=20,\n", " c=\"gray\",\n", " alpha=0.5,\n", " label=\"Sim measurements\",\n", " zorder=10,\n", ")\n", "axes[1].set_xlabel(\"$r$ [kpc]\")\n", "axes[1].set_ylabel(r\"$\\rho(r)$ [$M_\\odot\\,{\\rm kpc}^{-3}$]\")\n", "axes[1].legend()\n", "axes[1].grid(True, alpha=0.3)" ] }, { "cell_type": "markdown", "id": "61c531cc", "metadata": {}, "source": [ "Excellent! The spline potential reproduces the true NFW profile well, even though we only provided noisy binned measurements. The spline interpolation naturally smooths over the noise.\n", "\n", "### Practical Considerations for Simulation Data\n", "\n", "When working with simulation data:\n", "\n", "1. **Choose appropriate radial bins**: Use bins that are finely spaced where the density varies rapidly (typically at small radii) and coarser bins at large radii.\n", "\n", "2. **Handle measurement uncertainties**: If your measurements have large uncertainties, consider:\n", " - Using `interpolation_method='akima'` or `'steffen'` to reduce overshoot between noisy points\n", " - Smoothing the data before creating the spline\n", " - Using more radial bins if you have sufficient particle counts\n", "\n", "3. **Extend beyond the region of interest**: Include radial bins beyond the maximum radius where you plan to integrate orbits. This prevents edge effects in the spline.\n", "\n", "4. **Validate the result**: Always plot the recovered density, potential, and circular velocity to ensure the spline is behaving sensibly." ] }, { "cell_type": "markdown", "id": "7b9abd1f", "metadata": {}, "source": [ "### Exercise: Comparing Interpolation Methods\n", "\n", "Different interpolation methods can produce different results, especially with noisy data. Let's compare cubic spline vs. Akima interpolation on our simulated data:" ] }, { "cell_type": "code", "execution_count": 15, "id": "147e9342", "metadata": { "execution": { "iopub.execute_input": "2025-12-11T04:24:03.162873Z", "iopub.status.busy": "2025-12-11T04:24:03.162686Z", "iopub.status.idle": "2025-12-11T04:24:03.901189Z", "shell.execute_reply": "2025-12-11T04:24:03.900369Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 1476, "width": 2156 } }, "output_type": "display_data" } ], "source": [ "# Create potentials with different interpolation methods\n", "sim_pot_akima = gp.SphericalSplinePotential(\n", " r_knots=r_bins,\n", " spline_values=rho_bins_measured,\n", " spline_value_type=\"density\",\n", " interpolation_method=\"akima\",\n", " units=galactic,\n", ")\n", "\n", "# Compare circular velocities\n", "v_circ_akima = sim_pot_akima.circular_velocity(r=r_test)\n", "\n", "fig, ax = plt.subplots(figsize=(8, 5))\n", "ax.plot(r_test, v_circ_sim, label=\"cspline (default)\", lw=2)\n", "ax.plot(r_test, v_circ_akima, \"--\", label=\"akima\", alpha=0.8, lw=2)\n", "ax.plot(r_test, v_circ_nfw, \":\", label=\"True NFW\", alpha=0.5, lw=2, color=\"k\")\n", "ax.set_xlabel(\"$r$ [kpc]\")\n", "ax.set_ylabel(r\"$v_{\\rm circ}$ [km/s]\")\n", "ax.set_title(\"Effect of Interpolation Method\")\n", "ax.legend()\n", "ax.grid(True, alpha=0.3)" ] }, { "cell_type": "markdown", "id": "95492524", "metadata": {}, "source": [ "Both methods work well for this relatively smooth data. The Akima method tends to produce less overshoot in regions with rapid changes or noise, while cubic splines generally produce smoother second derivatives (which affects the recovered density)." ] }, { "cell_type": "markdown", "id": "6b92b3b0", "metadata": {}, "source": [ "## Summary and Recommendations\n", "\n", "We've demonstrated how to use `SphericalSplinePotential` for two use cases.\n", "\n", "- **Use `'cspline'` interpolation** (the default) when possible, as it provides continuous second derivatives and physically smooth densities.\n", "\n", "- **Extend knots beyond your region of interest** by 20% or more to minimize edge effects from boundary conditions. Cubic splines force the second derivative to zero at endpoints, which can create artifacts.\n", "\n", "- **Use logarithmic spacing for knots** when working with profiles that span many orders of magnitude in radius or density.\n", "\n", "- **Validate your potential**: Always plot the recovered density, potential, circular velocity, and compare to your expectations or input data.\n", "\n", "- **For noisy data**, consider using `'akima'` or `'steffen'` interpolation to reduce overshoot, or smooth your input data before creating the spline." ] }, { "cell_type": "markdown", "id": "56edf66f", "metadata": {}, "source": [ "### Exercise: Build Your Own Model\n", "\n", "Try creating a `SphericalSplinePotential` for a different density profile:\n", "\n", "- **Broken power law**: $\\rho(r) = \\rho_0 \\times (r/r_b)^{-\\alpha_{\\rm in}}$ for $r < r_b$ and $(r/r_b)^{-\\alpha_{\\rm out}}$ for $r > r_b$\n", "- **Double power law (Hernquist-like)**: $\\rho(r) = \\rho_0 / [(r/r_s)^{\\gamma}(1 + r/r_s)^{4-\\gamma}]$\n", "- **Your own custom profile**: Combine multiple components or use a functional form from a paper\n", "\n", "Compute orbits in your custom potential and visualize the results!" ] } ], "metadata": { "jupytext": { "custom_cell_magics": "kql" }, "kernelspec": { "display_name": "gala", "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 }