{
“cells”: [
{

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“n”, “Welcome to this tutorial on installing and using the latest CorgiSim simulation tools. In this guide, we’ll walk through how to set up and run simulations of an on-axis host star with off-axis companions for observations with the Roman Coronagraph Instrument (CGI).n”, “n”, “ This tutorial is intended to help you get started quickly and to provide a clear overview of CorgiSim’s current infrastructure and workflow. It’s especially geared toward those interested in contributing to the development and improvement of the code.n”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“# Installationn”, “n”, “Since CorgiSim is still under active development, we recommend cloning the main branch from the repository and installing it in editable mode. It’s also best to work in a virtual environment to avoid conflicts with other packages.n”, “n”, “## Step-by-step instructionsn”, “n”, “1. Clone the repository:n”, “n”, “n”, “`\n", "    git clone -b main https://github.com/roman-corgi/corgisim.git\n", "    cd corgisim\n", "`n”, “2. Install in editable mode:n”, “n”, “`\n", "    pip install -e .\n", "`n”, “n”, “## Required dependenciesn”, “To install the required dependencies, run:n”, “`\n", "    pip install -r requirements.txt\n", "`n”, “This will install all Python packages available via pip, including synphot. n”, “For more information on synphot, refer to its [documentation](https://synphot.readthedocs.io/en/latest/#installation-and-setup).n”, “n”, “> ⚠️ Note: Some packages must be installed manually because they are not available on PyPI:n”, “n”, “- cgisim: [https://github.com/roman-corgi/cgisim_cpp.git](https://github.com/roman-corgi/cgisim_cpp.git)n”, “- roman_preflight: [https://sourceforge.net/projects/cgisim/files/](https://sourceforge.net/projects/cgisim/files/)n”, “- PROPER: [https://sourceforge.net/projects/proper-library/](https://sourceforge.net/projects/proper-library/)n”, “n”, “Detailed installation instructions for the required dependencies can be found in the README of Corgisim github repo: https://github.com/roman-corgi/corgisim/tree/main?tab=readme-ov-filen”, “n”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“# Run the first simulationn”

]

}, {

“cell_type”: “code”, “execution_count”: 1, “metadata”: {}, “outputs”: [

{

“name”: “stderr”, “output_type”: “stream”, “text”: [

“/opt/anaconda3/envs/CGISim/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.htmln”, “ from .autonotebook import tqdm as notebook_tqdmn”

]

}

], “source”: [

“## import packagesn”, “from corgisim import scenen”, “from corgisim import instrumentn”, “import matplotlib.pyplot as pltn”, “import numpy as npn”, “import propern”, “from corgisim import outputs”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“#### Step 0: Copying a Prescription Filen”, “n”, “To get started, you’ll need a Roman CGI prescription file in your working folder. The roman_preflight_proper package provides a helper function to copy a default prescription file into your current working directory. n”, “n”, “Note: If the file is already present, you can skip this step. However, you’ll need to repeat it whenever you switch to a new working directory.n”, “n”

]

}, {

“cell_type”: “code”, “execution_count”: 2, “metadata”: {}, “outputs”: [], “source”: [

“#First, import the module:n”, “import roman_preflight_propern”, “### Then, run the following command to copy the default prescription file n”, “roman_preflight_proper.copy_here()”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“### Step 1: Define the Astrophysical Scenen”, “n”, “Begin by specifying the astrophysical scene you want to simulate. This typically includes:n”, “n”, “- A host starn”, “- One or more companions (e.g., exoplanets or brown dwarfs)n”, “- (Future feature) A 2D background scene, such as circumstellar disks — not yet implementedn”, “n”, “> Note: As of now, only point sources (host stars and companions) are supported. 2D scene functionality will be added in future versions.n”, “n”, “#### 🔹 Host Starn”, “n”, “The following parameters are required for defining the host star:n”, “n”, “1. Spectral type (e.g., "G2V")n”, “2. V-band magnitude (numeric value)n”, “3. Magnitude type — currently, only Vega magnitude ("vegamag") is supportedn”, “4. Target name, str, passed to headers, optional, default is "UNKNOWN"n”, “5. RA, float, passed to headers, optional, default is 0.0, unit is degreen”, “5. DEC, float, passed to headers, optional, default is 0.0, unit is degreen”, “n”, “#### 🔹 Companionsn”, “n”, “You may define multiple companions. For each one, specify:n”, “n”, “1. V-band magnitude brigtness of the companions n”, “2. Magnitude type — currently, only Vega magnitude ("vegamag") is supported n”, “3. position_x — X positions relative to host star in sky coordinates (dRA) in masn”, “4. position_y — Y positions relative to host star in sky coordinates (dDEC) in masn”, “n”, “For companion spectrum, currently, a flat spectrum will be generated based on the V-band magnituden”, “n”, “✅ Make sure to provide values in the expected format so the simulation can interpret the astrophysical inputs correctly.n”

]

}, {

“cell_type”: “code”, “execution_count”: 3, “metadata”: {}, “outputs”: [

{

“name”: “stdout”, “output_type”: “stream”, “text”: [

“Adding 2 off-axis sourcesn”

]

}

], “source”: [

“# — Host Star Properties —n”, “Vmag = 8 # V-band magnitude of the host starn”, “sptype = ‘G0V’ # Spectral type of the host starn”, “ref_flag = False # if the target is a reference star or not, default is Falsen”, “host_star_properties = {‘Vmag’: Vmag,n”, “ ‘spectral_type’: sptype,n”, “ ‘magtype’: ‘vegamag’,n”, “ ‘ref_flag’: False,n”, “ ‘target_name’: ‘HD1’,n”, “ ‘RA’: 200,n”, “ ‘DEC’: 100}n”, “n”, “# — Companion Properties —n”, “# Define two companionsn”, “mag_companion = [25, 25] # List of magnitudes for each companionn”, “n”, “# Define their positions relative to the host star, in milliarcseconds (mas)n”, “# For reference: 1 λ/D at 550 nm with a 2.3 m telescope is ~49.3 masn”, “# We’re placing them at a separation of 3 λ/Dn”, “dx = [3 * 49.3, -3 * 49.3] # X positions relative to host star in sky coordinates (dRA) in mas for each companionn”, “dy = [3 * 49.3, -3 * 49.3] # Y positions relative to host star in sky coordinates (dDec) in mas for each companionn”, “n”, “# Construct a list of dictionaries for all companion point sourcesn”, “point_source_info = [n”, “ {n”, “ ‘Vmag’: mag_companion[0],n”, “ ‘magtype’: ‘vegamag’,n”, “ ‘position_x’: dx[0],n”, “ ‘position_y’: dy[0]n”, “ },n”, “ {n”, “ ‘Vmag’: mag_companion[1],n”, “ ‘magtype’: ‘vegamag’,n”, “ ‘position_x’: dx[1],n”, “ ‘position_y’: dy[1]n”, “ }n”, “]n”, “n”, “# — Create the Astrophysical Scene —n”, “# This Scene object combines the host star and companion(s)n”, “base_scene = scene.Scene(host_star_properties, point_source_info)n”, “n”, “# — Access the generated stellar spectrum —n”, “sp_star = base_scene.stellar_spectrumn”, “# — Access the generated companion spectrum —n”, “sp_comp = base_scene.off_axis_source_spectrum n”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“The output of `base_scene.stellar_spectrum` is a `SourceSpectrum` object from `synphot` package. Details see https://synphot.readthedocs.io/en/latest/api/synphot.spectrum.SourceSpectrum.html#synphot.spectrum.SourceSpectrumn”, “n”, “The output of `base_scene.off_axis_source_spectrum` is a list of `SourceSpectrum` object, each corresponding to an input companion.n”, “n”, “The default unit for wavelength is Angstrom, and the default unit for flux density is photlam (photons/s/cm^2/Angstrom). For units in `synphot` see: https://synphot.readthedocs.io/en/latest/synphot/units.html#synphot-flux-units”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“Let’s plot the stellar spectrum to have a look. Currently, we only have blackbody spectrum, but will add more complated ones in future.n”

]

}, {

“cell_type”: “code”, “execution_count”: 4, “metadata”: {}, “outputs”: [

{
“data”: {
“text/plain”: [

“<matplotlib.legend.Legend at 0x14d14d4f0>” “<matplotlib.legend.Legend at 0x7a10638c4b60>”

]

}, “execution_count”: 4, “metadata”: {}, “output_type”: “execute_result”

}, {

“data”: {

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”, “text/plain”: [

“<Figure size 640x480 with 1 Axes>”

]

}, “metadata”: {}, “output_type”: “display_data”

}

], “source”: [

“ax=plt.subplot(111)n”, “#sp.plot(ax=ax)n”, “lambd = np.linspace(2000, 40000, 1000)n”, “ax.plot(lambd , sp_star(lambd ).value,label=’corgisim stellar spectrum’)n”, “ax.set_xlabel(‘wavelength (A)’)n”, “ax.set_ylabel(‘flux density (photons/s/cm^2/A)’)n”, “plt.legend()”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“Let’s then plot the spectrum of the first companion. Since we didn’t provide a custom spectrum, it uses the default flat spectrum automatically generated based on its V-band magnitude.”

]

}, {

“cell_type”: “code”, “execution_count”: 5, “metadata”: {}, “outputs”: [

{
“data”: {
“text/plain”: [

“<matplotlib.legend.Legend at 0x1069b83e0>” “<matplotlib.legend.Legend at 0x7a1062a8ebd0>”

]

}, “execution_count”: 5, “metadata”: {}, “output_type”: “execute_result”

}, {

“data”: {

“image/png”: 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nz6M03+/fA0/u3yRBA4CP0f/0ddA7bTLS5iNtatMEWbsHP4AnCIAAwMdoPoY2e+lP7Urdtm1btxGmAdwbARAA+BhNrI45cjH+v5jTPPgzMlgeDEnQAADAdgiAAPgM/uMFYCXS3wECIAApnqNrtOtUBQDs6cb//R140CETyAECkOLpYGo6+JvrGDoJHZEZgP/U/Ny4ccP8HdC/Bw86yCIBEACfoCPgqrtNwAnA/2XNmtX59+BBEAAB8Ala46NdvnVeo7gmWATg/9KkSZNo02sQAAHwKfrHLyXPLwTAN5AEDQAAbIcACAAA2A4BEAAAsB0CIAAAYDsEQAAAwHYIgAAAgO0QAAEAANshAAIAALZDAAQAAGyHAAgAANgOARAAALAdAiAAAGA7BEAAAMB2kjUAWr9+vTRv3lyCg4MlICBAFi5ceM/XrF27VqpWrSpp06aVEiVKyLRp0+Ld97333jPH7d+/fyKXHAAA+LJkDYCuX78ulSpVkkmTJiVo/+PHj0uzZs3kiSeekF27dpnAplu3brJixYpY+27dulU+//xzqVixohdKDgAAfFnq5HzzJk2amEdCffbZZ1K0aFEZM2aMWS5Tpoxs2LBBPv74Y2ncuLFzv2vXrknHjh3lyy+/lLffftsrZQcAAL7Lp3KAQkNDpWHDhm7rNPDR9a569eplaopi7hufiIgIuXLlitsDAAD4r2StAfLU6dOnJU+ePG7rdFkDlps3b0r69Oll9uzZsmPHDtMEllCjR4+WkSNHeqHEAAAgJfKpGqB7OXnypPTr109mzpwp6dKlS/DrhgwZIpcvX3Y+9DgAAMB/+VQNUN68eeXMmTNu63Q5c+bMpvZn+/btEh4ebnqJOURFRZneZhMnTjRNXYGBgbGOqz3K9AEAAOzBpwKgOnXqyNKlS93WrVy50qxXDRo0kL1797ptf/7556V06dLy+uuvxxn8AAAA+0nWAEh7ax09etStm7t2b8+ePbsUKlTINE39888/Mn36dLO9R48epiZn0KBB0rVrV1m9erXMnTtXlixZYrZnypRJypcv7/YeDz30kOTIkSPWegAAYF/JmgO0bds2qVKlinmoAQMGmOfDhg0zy2FhYXLixAnn/toFXoMdrfXR8YO0O/xXX33l1gUeAADgXgIsy7LuuZfNaK+yLFmymIRozS8CAAD+df/2q15gAAAACUEABAAAbIcACAAA2A4BEAAAsB0CIAAAYDsEQAAAwHYIgAAAgO0QAAEAANshAAIAALZDAAQAAGyHAAgAANgOARAAALAdAiAAAGA7BEAAAMB2CIAAAIDtpL6fF92+fVtOnz4tN27ckFy5ckn27NkTv2QAAADJXQN09epVmTx5stSvX18yZ84sRYoUkTJlypgAqHDhwtK9e3fZunWrt8oJAACQtAHQ2LFjTcAzdepUadiwoSxcuFB27dolhw8fltDQUBk+fLjcuXNHGjVqJCEhIXLkyJHEKyEAAEAiC7Asy7rXTh06dJChQ4dKuXLl7rrfrVu3ZNq0aRIUFCRdu3YVX3XlyhXJkiWLXL582dR2AQAA/7p/JygAshsCIAAA/Pv+nSi9wDSGWrZsmfz73/9OjMMBAAB41QMFQMePH5e33npLChUqJK1atTJNYAAAAH7XDT4iIkJ++OEHmTJlimzYsEGioqLko48+khdeeIHmIgAA4F81QNu3b5eXX35Z8ubNK+PGjZOWLVvKyZMnJVWqVNK4cWOCHwAA4H81QLVq1ZI+ffrIpk2bpFSpUt4tFQAAQEoIgBo0aGCavcLDw6VTp06m1icgIMCbZQMAAEjeJrAVK1bI77//bmp/evbsKfny5ZN+/fqZbQRCAADAb3uBFSxYUIYNG2Z6f82YMUPOnj0rqVOnlhYtWsgbb7whO3bs8F5JAQAAEskDD4R48eJF+fbbb+Xrr7+WPXv2mF5hvo6BEAEA8D1eGQhRAxyt8YkpW7ZsJjl6586dTIYKAAB8QoIDIK3l0SawunXryvvvvy8HDhyItU/VqlUTu3wAAADJFwCtXr1awsLCzFhAOiaQdosvWbKkDBw4UNavXy/R0dGJXzoAAICUlAMUGRlpgqJFixbJTz/9JDdv3pSmTZvK008/LU2aNJGHHnpIfBU5QAAA+J5kmQ1+27ZtJhj68ccfzaSoOkeYryIAAgDA9yRLAOTq9u3bkiZNGvFVBEAAAPger/QCU5oDpMnQS5cuNU1grq5fvy6jRo0yz305+AEAAP4vwTVA2sW9UaNGJtlZa3jy588vCxculHLlypntZ86ckeDgYMYBAgAA/lMDpCM9t2rVygx8qMHOU089JfXr1zfj/wAAAPjlZKja9X3SpEmSKlUqyZQpk3z66adSqFAhM0mqzhOmzwEAAPwqAFK3bt1yWx48eLCZC0ybxnSkaAAAAL8KgMqXLy+//fabVKxY0W39q6++avKCOnTo4I3yAQAAJLoE5wB17txZNm7cGOe2QYMGyciRI2kGAwAAPsEr4wD5OnqBAQDge7w2DhAAAIA/8DgA0jwgAAAA2wRAOgK0jgUEAABgiwBIp8B45plnZObMmd4tEQAAQEoIgMaNGyfdunUzQVDDhg29XSYAAIDkHwdowIABMmHCBHn66ae9WxoAAICUUgNUr149M/XF+fPnvV8iAACAlBAArVy5UooWLWomQNU+9gAAAH4fAKVLl04WLVokZcuWlZCQEO+XCgAAICX0AgsMDDRJ0DVr1vRmeQAAAFLeQIjaIwwAAMCXMRUGAACwnQR1g4/p1q1bsmfPHgkPD5fo6Gi3bXSVBwAAflcDtHz5cilUqJDUrl3bBDstW7Z0PjydJmP9+vXSvHlzCQ4OloCAAFm4cOE9X7N27VqpWrWqpE2bVkqUKCHTpk1z2z569GipUaOGZMqUSXLnzm3KdejQIU9PEwAA+DGPA6A+ffpI27ZtJSwszNT+uD6ioqI8Otb169elUqVKMmnSpATtf/z4cWnWrJk88cQTsmvXLunfv78ZoXrFihXOfdatWye9evWSTZs2me77t2/flkaNGpn3AgAAUAGWZVmefBSZM2eWnTt3SvHixRP1E9QaoAULFpgam/i8/vrrsmTJEtm3b59znc5PdunSJVMzFZezZ8+amiANjB577LEElUXHOsqSJYtcvnzZnC8AAEj5PLl/e1wD9O9//9s0QyWH0NDQWHORNW7c2KyPj34IKnv27PHuExERYT401wcAAPBfHidBT5w40TSB/frrr1KhQgVJkyaN2/a+ffuKt5w+fVry5Mnjtk6XNWC5efOmpE+f3m2bNstpM5lO5VG+fPl4j6t5QyNHjvRauQEAgI8HQLNmzZKff/7ZjA6tNUHadOWgz70ZAHlKc4G0uWzDhg133W/IkCFmwlcHDagKFiyYBCUEAAA+EQC9+eabprZk8ODBkipV0g4jlDdvXjlz5ozbOl3Wdr6YtT+9e/eWxYsXm55mBQoUuOtxtUeZPgAAgD14HMFERkZK+/btkzz4UXXq1JFVq1a5rdOeXrreQXO6NfjRhOrVq1ebSVwBAABceRzFdOnSRebMmSOJ4dq1a6Y7uz4c3dz1+YkTJ5xNU507d3bu36NHDzl27JgMGjRIDh48KJ9++qnMnTtXXnnlFbdmL52z7LvvvjNjAWnekD40RwgAAOC+usFrjs/06dPN+D0VK1aMlQQ9duzYBB9Lc4h0TJ+4giwd4PC5556TP//8063XmT7XgGf//v2maeutt94y+zm45iS5mjp1qtt+d0M3eAAAfI8n92+PA6C4AhbnwQICTLOTryMAAgDAv+/fHidBr1mz5kHKBgAA4Hs5QBpVXbhwIdZ6XccAggAAwC8DIJ16Yvbs2bHWazKybgMAAPC7AGjz5s1x5gE9/vjjZhsAAIDfBUA6b9adO3dirddZ1+lqDgAA/DIAqlmzpnzxxRex1n/22WdSrVq1xCoXAACA13jcC+ztt982M7Lv3r1bGjRoYNbp6Mxbt241c4QBAAD4XQ2QzqweGhpqJgvVxOeffvpJSpQoIXv27JFHH33UO6UEAABIRAkeCFEHOKxfv74EBgaKv2MgRAAA/Pv+neAaoG7dukmuXLnk2WefNXOBMeYPAADwVQkOgHQSUp2Hq2zZsjJmzBjJkyePPPXUU/LJJ584Jy8FAADwBR7PBeZw6tQpWbRokXno9BilSpWSp59+2jyqV68uvowmMAAAfI9XmsBiCg4Olh49esjSpUvl3LlzMnToUDNze0hIiLz77rv3e1gAAICUWwPk6tKlS5I1a1bzPCoqyswLpvlCvooaIAAAfI9Xa4Def/99kwTt0K5dO8mePbsUKFDAdIXXXmK+HPwAAAD/53EApCM+6xhAauXKleaxfPly0/T16quveqOMAAAAyTsS9OnTp50B0OLFi00NUKNGjaRIkSJSq1atxC0dAABASqgBypYtm5w8edI815ofnRZDaSqR5v8AAAD4XQ1Q69atzWCIJUuWlPPnz0uTJk3M+p07d5opMQAAAPwuAPr4449Nc5fWAn3wwQeSMWNGsz4sLExefvllb5QRAAAgebrBDxs2TFq0aCHVqlUTf0c3eAAAfI9XusH//fffprlLu7v37NnT5P9ERkYmRnkBAACSVIIDoK+//tr0AJs1a5ZkypRJ+vXrJzlz5pQ2bdrI9OnTzeCHAAAAfj8S9IEDB+Snn36SH3/8UbZv3y41a9Y0c4F16NBB8ufPL76KJjAAAPz7/p0oU2Gos2fPOidHffTRR316UEQCIAAAfE+SBkD6ZqtXr5bSpUubhz8gAAIAwPd4dS4wHfl54sSJ5vnNmzelevXqZl2FChVk3rx5919qAACAJOJxALR+/XrTxKUWLFhgRoDW2eAnTJggb7/9tjfKCAAAkLwBkFYr6ezvSrvCay+wDBkySLNmzeTIkSOJWzoAAICUEADpRKihoaFy/fp1EwDpRKjq4sWLki5dOm+UEQAAIHmnwujfv7907NjRTIFRuHBhefzxx51NY5oHBAAA4HcBkM73peP96FxgTz31lKRK9f8rkYoVK0YOEAAA8AmJNg6QP6EbPAAA/n3/9rgGKCoqSqZNmyarVq2S8PBwiY6OdtuuYwIBAACkZB4HQDoHmAZA2uurfPnyEhAQ4J2SAQAApJQAaPbs2TJ37lxp2rSpd0oEAACQ0rrBBwUFSYkSJbxTGgAAgJQYAA0cOFDGjx9vRoAGAACwRRPYhg0bZM2aNbJs2TIpV66cpEmTxm37/PnzE7N8AAAAyR8AZc2aVVq1apX4JQEAAEipAdDUqVO9UxIAAICUGgA5nD17Vg4dOmSelypVSnLlypWY5QIAAEg5SdA6CWrXrl0lX7588thjj5lHcHCwvPDCC3Ljxg3vlBIAACA5A6ABAwbIunXr5KeffpJLly6Zx48//mjWaQ8xAAAAv5sLLGfOnPLDDz84Z4F30J5h7dq1M01jvo65wAAA8O/7t8c1QNrMlSdPnljrc+fOTRMYAADwCR4HQHXq1JHhw4fLrVu3nOtu3rwpI0eONNsAAAD8rhfYuHHjJCQkRAoUKCCVKlUy63bv3i3p0qWTFStWeKOMAAAAyZsDpLSpa+bMmXLw4EGzXKZMGenYsaOkT59e/AE5QAAA+Pf92+MaoPXr10vdunWle/fubuvv3Lljtmm3eAAAAL/KAXriiSfkwoULsdZrtKXbAAAA/C4A0hazgICAWOvPnz8vDz30UGKVCwAAwGsS3ATWunVr81ODn+eee07Spk3r3BYVFSV79uwxTWMAAAB+EwBpUpGjBihTpkxuCc9BQUFSu3btWHlBAAAAPh0AOWaBL1KkiLz66qs0dwEAAHt1g/f32eDpBg8AgO/x+lQYiTUbvHabb968uXm95hYtXLjwnq9Zu3atVK1a1eQglShRQqZNmxZrn0mTJpmaKh2csVatWrJlyxaPygUAAPybx+MAvfLKK87Z4OvVq2fWbdiwQfr27Wtmg588eXKCj3X9+nUzmrQGVI4k67s5fvy4NGvWTHr06GEGYly1apV069bNBGONGzc2+8yZM8fMWP/ZZ5+Z4EdHrtZtWlul85UlJ61su3k7KlnLAABASpE+TWCcPcttNRu8fgALFiyQli1bxrvP66+/LkuWLJF9+/Y51z3zzDNy6dIlWb58uVnWoKdGjRoyceJEsxwdHS0FCxaUPn36yODBg5O1CexG5B0pO4zpQgAAUPtHNZYMQR7XxdhvNvjQ0FBp2LCh2zqt3dH1KjIyUrZv3+62T6pUqcyyYx8AAIDU9zsb/PTp002OTVLOBn/69OlYwZcua8SnZbh48aIZkyiufRzzlsUlIiLCPBz0eN6q6tNoFwAAiLkv+kwANH78eFPr4k+zwY8ePdoEcN6mzXyJWdUHAADuj8d34/Lly8uRI0fcZoPv0KFDkswGnzdvXjlz5ozbOl3Wdj5978DAQPOIax99bXyGDBliEqdda4A0bwgAAPin+6qOyJAhQ7KM+qxNbEuXLnVbt3LlSmfTm45IXa1aNdM7zJFMrUnQuty7d+94j6td6l2n9gAAAP7tvgIgrQHSXl/h4eEmwHA1bNiwBB/n2rVrcvToUbdu7rt27ZLs2bNLoUKFTM3MP//8Y/KNlHZ/195dgwYNMl3nV69eLXPnzjU9wxy0JqdLly5SvXp1qVmzpukGr93tn3/++fs5VQAA4Ic8DoC+/PJL6dmzp+kOr81Krv339bknAdC2bdvkiSeecC47mqE0gNEBDsPCwuTEiRPO7UWLFjXBjo5FpLlImof01VdfOccAUu3btzdd8bUcmjRduXJl00U+rp5rAADAnjweB6hw4cLy8ssvmzF5/BVTYQAA4Hu8Og6QdjVv27btg5QPAAAgWXkcAGnw8/PPP3unNAAAACklB2jChAnO5zoB6VtvvSWbNm2SChUqSJo0adz21TnBAAAAfD4HSJOPE3SwgAA5duyY+DpygAAA8O/7d4JqgLR7OgAAgG1zgFxp5ZGHncgAAAB8MwCaMmWKmRJD5//Shz7X8XgAAAD8ciBEHWBw7Nix0qdPH+cUFKGhoWZwQh20cNSoUd4oJwAAQPINhJgrVy7TK0wnQHU1a9YsExSdO3dOfB1J0AAA+B6vDoR4+/ZtM89WTDoJ6Z07dzw9HAAAQJLzOADq1KmTTJ48Odb6L774Qjp27JhY5QIAAEhZs8FrErSOBl27dm2zvHnzZpP/07lzZ+eEpkpzhQAAAHw+ANq3b59UrVrVPP/jjz/MT50ZXh+6zcF1lngAAACfDoDWrFnjnZIAAAD4wkCIAAAAfhsA9ejRQ/7+++8EHXDOnDkyc+bMBy0XAABA8jaB6dg/5cqVk3r16knz5s1NN/jg4GAzCvTFixdl//79smHDBpk9e7ZZrz3CAAAAfH4gxDNnzpjpLjTI0YDHVaZMmaRhw4bSrVs3CQkJEV/HQIgAAPj3/dvjkaCV1vpot/ebN2+a3l/Fixf3q15fBEAAAPj3/fu+xgHKli2beQAAAPgieoEBAADbIQACAAC2QwAEAABshwAIAADYjscB0PDhw+Wvv/7yTmkAAABSYgD0448/mm7vDRo0kO+++04iIiK8UzIAAICUEgDt2rVLtm7dakaG7tevn+TNm1d69uxp1gEAAPhtDlCVKlVkwoQJcurUKZkyZYqZJ0ynyahYsaKMHz/eDEAEAADgl0nQOoj07du3JTIy0jzXwREnTpwoBQsWNJOiAgAA+E0AtH37dundu7fky5dPXnnlFVMjdODAAVm3bp0cOXJE3nnnHenbt2/ilxYAACAReDwXWIUKFeTgwYPSqFEj6d69u5kdPjAw0G2fc+fOSe7cuSU6Olp8EXOBAQDge7w6F1i7du2ka9eukj9//nj30QlSfTX4AQAA/s/jJjBHrk9MOjP8qFGjEqtcAAAAKacJTJu7wsLCTBOXq/Pnz5t1UVFR4utoAgMAwL/v3/dVAxQQEBBr/e7duyV79uyeHg4AACDJJTgHSJu9NPDRx8MPP+wWBGmtz7Vr16RHjx7eKicAAEDSB0Djxo0ztT+aAD1y5EhTxeQQFBQkRYoUkTp16iReyQAAAJI7AOrSpYv5WbRoUalbt66kSZPGW2UCAABI/gBIk4ocyUQ66KH2+NJHXEgaBgAAfhEAaf6Po+dX1qxZ40yCdiRH+0MvMAAA4N8SFACtXr3a2cNrzZo13i4TAABAyhoHyA4YBwgAAN/j1XGAli9fLhs2bHAuT5o0SSpXrizPPvusXLx48f5KDAAAkIQ8DoBee+01E2GpvXv3yoABA6Rp06Zy/Phx8xwAACCl83gyVA10ypYta57PmzfPzAb/7rvvyo4dO0wgBAAA4Hc1QDro4Y0bN8zzX375RRo1amSea5K0o2YIAADAr2qAHnnkEdPUVa9ePdmyZYvMmTPHrD98+LAUKFDAG2UEAABI3hqgiRMnSurUqeWHH36QyZMnS/78+c36ZcuWSUhISOKWDgAAwAvoBh8HusEDAODf92+Pm8BUdHS0HD16VMLDw81zV4899tj9HBIAACDJeBwAbdq0yYz589dff5npL1wxFQYAAPDLAKhHjx5SvXp1WbJkieTLly/OecEAAABSMo8DoCNHjpgE6BIlSninRAAAACmtF1itWrVM/g8AAIBtaoD69OkjAwcOlNOnT0uFChUkTZo0btsrVqyYmOUDAABI/m7wqVLFrjTSPCA9jL8kQdMNHgAA3+PV2eB1LrCYj2PHjjl/ekpnky9SpIikS5fONK/p6NLxuX37towaNUqKFy9u9q9UqZKZnd6VBmBvvfWWFC1aVNKnT2/2/e9//xurxxoAALAvj5vAChcunGhvrtNo6LQan332mQl+xo0bJ40bN5ZDhw5J7ty5Y+0/dOhQ+fbbb+XLL7+U0qVLy4oVK6RVq1by22+/SZUqVcw+77//vhmh+ptvvpFy5crJtm3b5PnnnzcRYd++fROt7AAAwGYjQc+YMcMELVrrExoaaoIiDV601qVFixYJPo4GPTVq1DDTaygdVLFgwYImz2jw4MGx9g8ODpY333xTevXq5VzXpk0bU9OjgZH617/+JXny5JEpU6bEu8+90AQGAIDv8WoTmNauaK1N06ZN5dKlS86cn6xZs5ogKKEiIyNl+/bt0rBhw/8VJlUqs6xBVVwiIiJM05crDWw2bNjgXK5bt66sWrXKTM6qdu/ebbY3adLE01MFAAB+yuMA6JNPPjFNUFoTExgY6FyvgyPu3bs3wcc5d+6cCZ60tsaVLmsPs7ho89jYsWPNWERaW7Ry5UqZP3++hIWFOffRmqNnnnnGNJFpDzVtGuvfv7907Ngx3rJoYKVRo+sDAAD4r/tKgnbk27hKmzatXL9+Xbxp/PjxUrJkSRPcBAUFSe/evU1+j2vPtLlz58rMmTPlu+++kx07dphcoI8++sj8jM/o0aNNlZnjoc1wAADAf3kcAGmez65du2Kt195YZcqUSfBxcubMaWqQzpw547Zel/PmzRvna3LlyiULFy40gZbORXbw4EHJmDGjFCtWzLnPa6+95qwF0nGKOnXqJK+88ooJcuIzZMgQ017oeJw8eTLB5wEAAGzQC0zzfzQJ+datW6ZruXZbnzVrlgkwvvrqqwQfR2twqlWrZvJ1WrZsadZps5Yua83O3WgeUP78+U23+Hnz5km7du2c227cuBFrrCINtGLOWh+z9kofAADAHjwOgLp162YSj7VLugYbOjO89s7S5imtdfE0mOrSpYvJH6pZs6ZJotbaHW3WUp07dzaBjqP2ZvPmzfLPP/9I5cqVzc8RI0aYwGbQoEHOYzZv3lzeeecdKVSokOkGv3PnTpM31LVrV09PFQAA+CmPAyClCcX60ADo2rVrcY7ZkxDt27eXs2fPyrBhw0ziswY22pTmSIw+ceKEW22O1jpp4KUDLmrTl/ZE0y752gPNNUlbB0J8+eWXJTw83ARnL730knkPAACA+x4HyN8xDhAAAP59/05QDZD2+tJ5vhJCe14BAACkZAkKgBxJyo5mqE8//VTKli0rderUMes2bdokv//+u2l2AgAA8IsAaPjw4W5J0Dqnlk4wGnMfuo8DAAC/zAHStjWdYFQHJHSlozNrby5td/N15AABAOB7vDoXmHaB37hxY6z1ui7mPF0AAAB+0Q1e59Xq2bOnSXbWsXsc4/N8/fXXpvs5AACA3wVAOs2ETj2hAx9+++23Zp1OgTF16lS3EZkBAABSKsYBigM5QAAA+B6v5gABAAD4OgIgAABgOwRAAADAdgiAAACA7XgcAOlUGPEJCwt70PIAAACkvACoatWqsmvXrljr582bJxUrVkyscgEAAKScAOjxxx+X2rVry/vvv2+Wr1+/Ls8995x06tRJ3njjDW+UEQAAIHkHQtSZ4Js1a2YmRV28eLFp9sqYMaNs2bJFypcvn7ilAwAASAkBkGrSpIm0bt1aJk+eLKlTp5affvqJ4AcAAPhvE9gff/whderUMbU/K1askEGDBsnTTz9tft6+fds7pQQAAEjOAKhy5cpStGhR2b17tzz11FPy9ttvy5o1a2T+/PnOyVEBAAD8KgDSHKDZs2dL1qxZnevq1q0rO3fuND3EAAAAUjomQ40Dk6ECAODf92+Pk6CnT58e77aAgADTHR4AAMCvaoCyZcvmtqyJzzdu3JCgoCDJkCGDXLhwQXwdNUAAAPj3/dvjHKCLFy+6Pa5duyaHDh2SRx55RGbNmvUg5QYAAPCdyVBLliwp7733nvTr1y8xDgcAAOAbs8HrgIinTp1KrMMBAAB4jcdJ0IsWLXJb1hQinQ5j4sSJUq9evcQsGwAAQMoIgFq2bBmr51euXLnkySeflDFjxiRm2QAAAFJGABQdHe2dkgAAAPhaDhAAAIBf1QANGDAgwQccO3bsg5QHAAAgZQRAOs9XQmg+EAAAgF8EQOPHj5dy5cpJYGCg90sEAACQEnKAqlSp4pziolixYnL+/HlvlwsAACB5A6CsWbPKsWPHzPM///yTnmAAAMD/m8DatGkj9evXl3z58pk8n+rVq8fbHOYIlAAAAHw6APriiy+kdevWcvToUenbt690795dMmXK5P3SAQAAJOdAiCEhIebn9u3bzaSnBEAAAMA2I0FPnTrVOyUBAABIIowEDQAAbIcACAAA2A4BEAAAsB0CIAAAYDsEQAAAwHYIgAAAgO0QAAEAANshAAIAALZDAAQAAGyHAAgAANgOARAAALAdAiAAAGA7BEAAAMB2CIAAAIDtEAABAADbIQACAAC2QwAEAABsJ9kDoEmTJkmRIkUkXbp0UqtWLdmyZUu8+96+fVtGjRolxYsXN/tXqlRJli9fHmu/f/75R/7zn/9Ijhw5JH369FKhQgXZtm2bl88EAAD4imQNgObMmSMDBgyQ4cOHy44dO0xA07hxYwkPD49z/6FDh8rnn38un3zyiezfv1969OghrVq1kp07dzr3uXjxotSrV0/SpEkjy5YtM/uNGTNGsmXLloRnBgAAUrIAy7Ks5HpzrfGpUaOGTJw40SxHR0dLwYIFpU+fPjJ48OBY+wcHB8ubb74pvXr1cq5r06aNqeX59ttvzbK+buPGjfLrr7/ed7muXLkiWbJkkcuXL0vmzJnv+zgAACDpeHL/TrYaoMjISNm+fbs0bNjwf4VJlcosh4aGxvmaiIgI0/TlSoOfDRs2OJcXLVok1atXl7Zt20ru3LmlSpUq8uWXX3rxTAAAgK9JtgDo3LlzEhUVJXny5HFbr8unT5+O8zXaPDZ27Fg5cuSIqS1auXKlzJ8/X8LCwpz7HDt2TCZPniwlS5aUFStWSM+ePaVv377yzTffxFsWDaw0anR9AAAA/5XsSdCeGD9+vAlsSpcuLUFBQdK7d295/vnnTc2RgwZGVatWlXfffdfU/rz44ovSvXt3+eyzz+I97ujRo02VmeOhzXAAAMB/JVsAlDNnTgkMDJQzZ864rdflvHnzxvmaXLlyycKFC+X69evy119/ycGDByVjxoxSrFgx5z758uWTsmXLur2uTJkycuLEiXjLMmTIENNe6HicPHnygc8PAACkXMkWAGkNTrVq1WTVqlVutTe6XKdOnbu+VvOA8ufPL3fu3JF58+ZJixYtnNu0B9ihQ4fc9j98+LAULlw43uOlTZvWJEu5PgAAgP9KnZxvrl3gu3TpYpKWa9asKePGjTO1O9qspTp37mwCHW2iUps3bzZj/FSuXNn8HDFihAmaBg0a5DzmK6+8InXr1jVNYO3atTPjCn3xxRfmAQAAkOwBUPv27eXs2bMybNgwk/isgY0ObOhIjNZmK9f8nlu3bpmxgDTRWZu+mjZtKjNmzJCsWbM699Fu9QsWLDDNWjpoYtGiRU1g1bFjx2Q5RwAAkPIk6zhAKRXjAAEA4Ht8YhwgAACA5EIABAAAbIcACAAA2A4BEAAAsB0CIAAAYDsEQAAAwHYIgAAAgO0QAAEAANshAAIAALZDAAQAAGyHAAgAANgOARAAALAdAiAAAGA7BEAAAMB2CIAAAIDtEAABAADbIQACAAC2QwAEAABshwAIAADYDgEQAACwHQIgAABgOwRAAADAdgiAAACA7RAAAQAA2yEAAgAAtkMABAAAbIcACAAA2A4BEAAAsB0CIAAAYDsEQAAAwHYIgAAAgO0QAAEAANshAAIAALZDAAQAAGyHAAgAANgOARAAALAdAiAAAGA7BEAAAMB2CIAAAIDtEAABAADbIQACAAC2QwAEAABsJ3VyFyAlsizL/Lxy5UpyFwUAACSQ477tuI/fDQFQHK5evWp+FixYMLmLAgAA7uM+niVLlrvuE2AlJEyymejoaDl16pRkypRJAgICxJ8jZQ3yTp48KZkzZxZ/Z6fz5Vz9l53Ol3P1X1e8dL4a0mjwExwcLKlS3T3LhxqgOOiHVqBAAbEL/fLZ4RfOjufLufovO50v5+q/vHG+96r5cSAJGgAA2A4BEAAAsB0CIBtLmzatDB8+3Py0AzudL+fqv+x0vpyr/0qbAs6XJGgAAGA71AABAADbIQACAAC2QwAEAABshwDIx40YMcIM1uj6KF26tHP7rVu3pFevXpIjRw7JmDGjtGnTRs6cOeN2jBMnTkizZs0kQ4YMkjt3bnnttdfkzp07bvusXbtWqlatahLWSpQoIdOmTfP6ua1fv16aN29uBrTS81q4cKHbdk1fGzZsmOTLl0/Sp08vDRs2lCNHjrjtc+HCBenYsaMZZyJr1qzywgsvyLVr19z22bNnjzz66KOSLl06MzDXBx98EKss33//vflcdZ8KFSrI0qVLk/x8n3vuuVjXOiQkxOfOd/To0VKjRg0z0Kh+31q2bCmHDh1y2ycpv7eTJk2SIkWKmHOtVauWbNmyJdHONaHn+/jjj8e6tj169PC58508ebJUrFjRObZLnTp1ZNmyZX55Xe91rv5yTePy3nvvmfPp37+/b19bTYKG7xo+fLhVrlw5KywszPk4e/asc3uPHj2sggULWqtWrbK2bdtm1a5d26pbt65z+507d6zy5ctbDRs2tHbu3GktXbrUypkzpzVkyBDnPseOHbMyZMhgDRgwwNq/f7/1ySefWIGBgdby5cu9em5aljfffNOaP3++JupbCxYscNv+3nvvWVmyZLEWLlxo7d6923r66aetokWLWjdv3nTuExISYlWqVMnatGmT9euvv1olSpSwOnTo4Nx++fJlK0+ePFbHjh2tffv2WbNmzbLSp09vff755859Nm7caM73gw8+MOc/dOhQK02aNNbevXuT9Hy7dOlizsf1Wl+4cMFtH18438aNG1tTp041779r1y6radOmVqFChaxr164l+fd29uzZVlBQkPX1119bv//+u9W9e3cra9as1pkzZxLlXBN6vvXr1zfv7Xpt9Vr52vkuWrTIWrJkiXX48GHr0KFD1htvvGG+O3ru/nZd73Wu/nJNY9qyZYtVpEgRq2LFila/fv2c633x2hIA+UEApDe8uFy6dMn8Qn7//ffOdQcOHDA319DQULOsX8JUqVJZp0+fdu4zefJkK3PmzFZERIRZHjRokAmyXLVv3978YU8qMQOC6OhoK2/evNaHH37odr5p06Y1N3Wlv0D6uq1btzr3WbZsmRUQEGD9888/ZvnTTz+1smXL5jxX9frrr1ulSpVyLrdr185q1qyZW3lq1aplvfTSS0l2vo4AqEWLFvG+xlfPNzw83JR73bp1Sf69rVmzptWrVy/nclRUlBUcHGyNHj3aK+ca1/k6bpauN5OYfPl89fv21Vdf+f11dT1Xf72mV69etUqWLGmtXLnS7fx89drSBOYHtNlHm02KFStmmj+0mlFt375dbt++bZqGHLRZo1ChQhIaGmqW9ac2ceTJk8e5T+PGjc08Lb///rtzH9djOPZxHCM5HD9+XE6fPu1WLh3+XKtDXc9Nm4GqV6/u3Ef316lONm/e7Nznsccek6CgILdz0yaKixcvprjz1+phrTouVaqU9OzZU86fP+/c5qvne/nyZfMze/bsSfq9jYyMNO/luo9+VrrszWsb83wdZs6cKTlz5pTy5cvLkCFD5MaNG85tvni+UVFRMnv2bLl+/bppHvLn6xrzXP31mvbq1cs0YcUsk69eW+YC83F6w9c2Ur0hhoWFyciRI01+x759+0yAoDc6vSm60i+gblP60/UL6dju2Ha3ffSLe/PmTZN/k9QcZYurXK7l1mDBVerUqc2Nx3WfokWLxjqGY1u2bNniPX/HMZKK5vu0bt3alPePP/6QN954Q5o0aWJ+8QMDA33yfHXiYc0jqFevnrlJOMqRFN9bDfj0xhXXPgcPHhRviOt81bPPPiuFCxc2/8hojtbrr79ugtL58+f73Pnu3bvXBAGaE6K5IAsWLJCyZcvKrl27/O66xneu/nZNlQZ4O3bskK1bt0pMvvo7SwDk4/QG6KAJeRoQ6S/d3LlzkyUwgfc888wzzuf6n5Re7+LFi5taoQYNGogv0v8oNVjfsGGD2EF85/viiy+6XVtN7NdrqoGuXmNfov+MabCjNV0//PCDdOnSRdatWyf+KL5z1SDIn67pyZMnpV+/frJy5UqTeOwvaALzMxqBP/zww3L06FHJmzevqTK8dOmS2z6ama/blP6MmanvWL7XPtrzIbmCLEfZ4iqXa7nDw8PdtmuPA+0plRjn79ieXLTJU6vX9Vr74vn27t1bFi9eLGvWrJECBQo41yfV91Y/O605S6prG9/5xkX/kVGu19ZXzldrArT3TrVq1UwPuEqVKsn48eP98rrGd67+dk23b99u/rZo7yytVdaHBnoTJkwwz7UGxhevLQGQn9Euz/ofhv63ob+UadKkkVWrVjm3axWs5gg52qn1p1bjut44NcrXL5yjKlf3cT2GYx/Xtu6kps04+oV3LZdWk2qui+u56S+k/vI6rF692jRDOP4Y6T7a/Vzbr13PTf+z0+aglHr+6u+//zY5QHqtfel8NcdbgwFtLtDyxWySS6rvrd689L1c99HPSpcT89re63zjorUKyvXa+sr5xqTvERER4XfX9W7n6m/XtEGDBqaseg6Oh+Yaas6p47lPXluP06aRogwcONBau3atdfz4cdN9WbsYatdC7Wni6JqoXW5Xr15tuibWqVPHPGJ2TWzUqJHpoqvdDXPlyhVn18TXXnvNZPZPmjQpSbrBa48D7S6pD/2qjh071jz/66+/nN3gtfvjjz/+aO3Zs8f0kIqrG3yVKlWszZs3Wxs2bDA9GFy7hWvvBe0W3qlTJ9N9VbtY6rnG7BaeOnVq66OPPjLnrz3vvNEN/m7nq9teffVV06NCr/Uvv/xiVa1a1ZzPrVu3fOp8e/bsaYYv0O+taxfhGzduOPdJqu+tnr/2HJw2bZrpRffiiy+a75RrTxVvn+/Ro0etUaNGmfPUa6vf52LFilmPPfaYz53v4MGDTe82PQ/9ndRl7YX4888/+911vdu5+tM1jU/MXm6+eG0JgHycdhHMly+fGRchf/78Zll/+Rw0GHj55ZdN90z9YrVq1cr88XX1559/Wk2aNDHjwWjwpEHV7du33fZZs2aNVblyZfM++ous45p4m76nBgIxH9od3NEV/q233jI3dP2FaNCggRmPw9X58+dNAJAxY0bT3fL55583wYQrHUPokUceMcfQz1ADq5jmzp1rPfzww+b8tZumjv+RlOerN0v9w6F/MDQYKVy4sBn/IuYvvS+cb1znqA/X71RSfm91rBH9w637aBdbHUMpMd3rfE+cOGFujNmzZzfXRMdu0huA65gxvnK+Xbt2Nd9NPbZ+V/V30hH8+Nt1vdu5+tM1TWgA5IvXltngAQCA7ZADBAAAbIcACAAA2A4BEAAAsB0CIAAAYDsEQAAAwHYIgAAAgO0QAAEAANshAAIAALZDAATAJwUEBMjChQslJRgxYoRUrlz5vl7bqVMneffddz16zfLly8376TxIAO4PARAAJFPgtXv3blm6dKn07ds31rZZs2aZma979eoVa1tISIiZfHLmzJmJUg7AjgiAACCZfPLJJ9K2bVvJmDFjrG1TpkyRQYMGmUDo1q1bsbY/99xzMmHChCQqKeB/CIAA3NXixYsla9asEhUVZZZ37dplakEGDx7s3Kdbt27yn//8xzw/f/68dOjQQfLnzy8ZMmSQChUqmJu4wxdffCHBwcGxmm9atGghXbt2dS7/+OOPUrVqVUmXLp0UK1ZMRo4cKXfu3Im3nCdPnpR27dqZsmbPnt0c788//3QLGFq2bCkfffSR5MuXT3LkyGFqV27fvu3cJywsTJo1aybp06eXokWLynfffSdFihSRcePGme36XLVq1cp8Bo5lhxkzZph1WbJkkWeeeUauXr0ab3n18/zhhx+kefPmsbYdP35cfvvtN/MZP/zwwzJ//vxY++jrtm3bJn/88Ue87wEgfgRAAO7q0UcfNTfynTt3muV169ZJzpw5Ze3atc59dN3jjz9unmttRbVq1WTJkiWyb98+efHFF02ey5YtW8x2rfHQIGnNmjXO11+4cMHktXTs2NEs//rrr9K5c2fp16+f7N+/Xz7//HOZNm2avPPOO3GWUYOYxo0bS6ZMmcxrN27caGpVtKkoMjLSuZ++pwYM+vObb74xx9SHg77nqVOnzLnNmzfPBGvh4eHO7Vu3bjU/p06daoIlx7LS42rTmAaM+tDP5L333ov3c92zZ49cvnxZqlevHmubHl8DMQ2kNLDU2qCYChUqJHny5DHnC+A+3Ncc8gBspWrVqtaHH35onrds2dJ65513rKCgIOvq1avW33//bemfksOHD8f7+mbNmlkDBw50Lrdo0cLq2rWrc/nzzz+3goODraioKLPcoEED691333U7xowZM6x8+fI5l/U9FyxY4NxWqlQpKzo62rk9IiLCSp8+vbVixQqz3KVLF6tw4cLWnTt3nPu0bdvWat++vXl+4MABc8ytW7c6tx85csSs+/jjj+N8X4fhw4dbGTJksK5cueJc99prr1m1atWK9zPRYwQGBrqVWelnULBgQWvhwoVm+ezZs+azPnbsWKxjVKlSxRoxYkS87wEgftQAAbin+vXrm1oRvf9rjUPr1q2lTJkysmHDBlPToU1aJUuWdDbt/Pe//zVNX9oUpTUxK1askBMnTjiPpzU9WsMSERFhljWZV5uMUqVK5UwOHjVqlHmt49G9e3dT63Ljxo1Y5dP9jx49amqAHPvre2ttlGsTUbly5UxisYM2hTlqeA4dOiSpU6c2zW4OJUqUkGzZsiXoM9KmL33/uI4dl5s3b0ratGlNU5qrlStXyvXr16Vp06ZmWWvbnnrqKfn6669jHUOb6uL6PADcW+oE7APA5rR5S2/AGmho76PSpUubdRoUXbx40QRIDh9++KGMHz/e5M1oEPTQQw9J//793ZqiNH9FgyltJqtRo4YJqj7++GPn9mvXrpmcHw20YtKcoJh0f212i6tXVK5cuZzPteyuNPhIrK7knh5bAxsNXvRzCQoKcq7X5i5tEtTgxkGPo01m+pk4gkSl+7meH4CEIwACkOA8IA1SHMGOBkCa46IB0MCBA537av6NJiA7kqL15n348GEpW7asWxCjwY0GLFpzU6pUKbeaF32uNTJaA5MQuv+cOXMkd+7ckjlz5vs6Ry2DJllrrpMGU0rLpucXM9BxJIQ/CMe4QZrj5HiuuVGa/D179mxTW+Wg7/fII4/Izz//bPKalKN2q0qVKg9cFsCOaAIDcE/aDFSxYkUTsDiSnR977DHZsWOHCW5ca4C0KUybcbQX04EDB+Sll16SM2fOxDqmNoNpDZDWLDmSnx2GDRsm06dPNzUev//+uzmOBgVDhw6Ns3z6eq1R0cBLa5O0F5XWTun4On///XeCzlFrtRo2bGiStjVhWwMhfa41Ma7NVNrUtWrVKjl9+nSs4MgTWnOjgZs2I7r2ItPeadqbrXz58s5HpUqVTJOYazL0pk2bTBNanTp17rsMgJ0RAAFIEA1ytCbCEQBpjo3W6uTNm9fUnjhokKI3du2Vpfvqdu1+HtOTTz5pjqE1Pc8++6zbNn2t9qTSGg9tIqtdu7apfSpcuHCcZdPu9uvXrzc9oxz5SS+88IKpJfGkRkiDLu1ZpcGddnXXvCPN63FtdhszZowJ8AoWLPjAtS86fIBrs50Gg44u9jG1adNGFi1aJOfOnTPLOrSABn567gA8F6CZ0PfxOgDwe1p7pIHOL7/8Ig0aNEj042sitAaP2nznSU2OBkH6Oh0HSMcrAuA5coAA4P+sXr3aJFRr8rb2ONORmLXJS2uEvEGb17TWyVGrk1A6wOOnn35K8AM8AGqAAOD/aHd9Teg+duyYafqqW7eu6c0WX9MbAN9FAAQAAGyHJGgAAGA7BEAAAMB2CIAAAIDtEAABAADbIQACAAC2QwAEAABshwAIAADYDgEQAACwHQIgAAAgdvP/AISeAe6anKs/AAAAAElFTkSuQmCC”, “text/plain”: [

“<Figure size 640x480 with 1 Axes>”

]

}, “metadata”: {}, “output_type”: “display_data”

}

], “source”: [

“ax=plt.subplot(111)n”, “#sp.plot(ax=ax)n”, “lambd = np.linspace(2000, 40000, 1000)n”, “ax.plot(lambd , sp_comp[0](lambd ).value,label=’corgisim companion spectrum’)n”, “ax.set_xlabel(‘wavelength (A)’)n”, “ax.set_ylabel(‘flux density (photons/s/cm^2/A)’)n”, “plt.legend()”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“#### Step 2: now you need to define the parameters for the telescope and instrument”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“The simulation mode is inherited from cgisim. In general, there are three supported modes, though currently only excam is implemented.”

]

}, {

“cell_type”: “code”, “execution_count”: 6, “metadata”: {}, “outputs”: [], “source”: [

“# Simulation mode (currently only ‘excam’ is implemented)n”, “# Options include:n”, “# - ‘excam’: direct imaging mode (returns intensity image)n”, “# - ‘spec’: spectral mode using the "spc-spec" coronagraphn”, “# - ‘excam_efield’: like ‘excam’, but returns electric field across wavelengths instead of intensityn”, “cgi_mode = ‘excam’n”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“Choose the coronagraph type to use in the simulation. As of now, only hlc is implemented.”

]

}, {

“cell_type”: “code”, “execution_count”: 7, “metadata”: {}, “outputs”: [], “source”: [

“# Coronagraph typen”, “# Options (availability depends on implementation status):n”, “# - ‘hlc’, ‘hlc_band1’, ‘hlc_band2’, ‘hlc_band3’, ‘hlc_band4’n”, “# - ‘spc-spec_band2’, ‘spc-spec_band3’n”, “# - ‘spc-wide_band1’, ‘spc-wide_band4’n”, “# - ‘spc-mswc_band1’, ‘spc-mswc_band4’n”, “n”, “cor_type = ‘hlc’n”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“n”, “Set bandpass filter to use with the selected coronagraph. The available options depend on the chosen cor_type. n”, “For example, if using ‘hlc’ or ‘hlc_band1’, valid bandpasses include: ‘1’, ‘1a’, ‘1b’, ‘1c’, ‘1_all’. n”, “Refer to the table below for the valid bandpasses corresponding to each cor_type, as well as the definitions of the bandpasses. For more details on available bandpasses and how they’re defined, see the cgisim documentation: cgisim_public_v4.0.pdf You can donwload the cgisim_v4.0.zip from https://sourceforge.net/projects/cgisim/files/. The ZIP archive includes the documentation file.n”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“| cor_type | Allowed Bandpasses |\n", "|————————————————————|----------------------------------------------------------|n”, “| hlc or hlc_band1 | 1F, 1A, 1B, 1C, 1_ALL |\n", "| hlc_band2 | 2F, 2A, 2B, 2C, 3A, 3B |\n", "| hlc_band3 | 3F, 3A, 3B, 3C, 3D, 3E, 3G |\n", "| hlc_band4 | 4F, 4A, 4B, 4C |\n", "| spc-spec_band2 | 2F, 2A, 2B, 2C, 3A, 3B |\n", "| spc-spec_band2_rotated | 2F, 2A, 2B, 2C, 3A, 3B |\n", "| spc-spec or spc-spec_band3 | 3F, 3A, 3B, 3C, 3D, 3E, 3G |\n", "| spc-wide_band1 | 1F, 1A, 1B, 1C |\n", "| spc-wide or spc-wide_band4 | 4F, 4A, 4B, 4C |\n", "| spc-mswc_band1 | 1F, 1A, 1B, 1C |\n", "| spc-mswc or spc-mswc_band4 | 4F, 4A, 4B, 4C |”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“| Bandpass Name | Central Wavelength λ<sub>c</sub> | FWHM Bandwidth Δλ/λ<sub>c</sub> |\n", "|—————|-------------------------------|——————————|\n", "| 1F | 575 nm | 10.1 % |\n", "| 1A | 556 nm | 3.5 % |\n", "| 1B | 575 nm | 3.3 % |\n", "| 1C | 594 nm | 3.2 % |\n", "| 2F | 660 nm | 17.0 % |\n", "| 2A | 615 nm | 3.6 % |\n", "| 2B | 638 nm | 2.8 % |\n", "| 2C | 656 nm | 1.0 % |\n", "| 3F | 730 nm | 16.7 % |\n", "| 3A | 681 nm | 3.5 % |\n", "| 3B | 704 nm | 3.4 % |\n", "| 3C | 727 nm | 2.8 % |\n", "| 3G | 752 nm | 3.4 % |\n", "| 3D | 754 nm | 1.0 % |\n", "| 3E | 778 nm | 3.5 % |\n", "| 4F | 825 nm | 11.4 % |\n", "| 4A | 792 nm | 3.5 % |\n", "| 4B | 825 nm | 3.6 % |\n", "| 4C | 857 nm | 3.5 % |n”

]

}, {

“cell_type”: “code”, “execution_count”: 8, “metadata”: {}, “outputs”: [], “source”: [

“bandpass = ‘1F’”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“Load a Pre-Saved DM File. Several pre-generated deformable mirror (DM) files are available for different coronagraph types and contrast configurations. The DM solution files are stored in the `examples ` folder of `roman_preflight_proper `n”, “n”, “Available configurations:n”, “- HLC:n”, “ hlc_ni_2e-9, hlc_ni_3e-8, hlc_ni_5e-9n”, “n”, “- SPC-Spec:n”, “ spc-spec_ni_1e-9, spc-spec_ni_2e-8, spc-spec_ni_4e-9n”, “n”, “- SPC-Wide:n”, “ spc-wide_ni_2e-8, spc-wide_ni_3e-9, spc-wide_ni_5e-9”

]

}, {

“cell_type”: “code”, “execution_count”: 9, “metadata”: {}, “outputs”: [], “source”: [

“n”, “cases = [‘3e-8’] n”, “rootname = ‘hlc_ni_’ + cases[0]n”, “dm1 = proper.prop_fits_read( roman_preflight_proper.lib_dir + ‘/examples/’+rootname+’_dm1_v.fits’ )n”, “dm2 = proper.prop_fits_read( roman_preflight_proper.lib_dir + ‘/examples/’+rootname+’_dm2_v.fits’ )n”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“n”

]

}, {

“cell_type”: “code”, “execution_count”: 11, “metadata”: {}, “outputs”: [

{

“name”: “stdout”, “output_type”: “stream”, “text”: [

“CorgiOptics initialized with proper keywords.n”

]

}

], “source”: [

“## Define the polaxis parameter. Use 10 for non-polaxis cases only, as other options are not yet implemented.n”, “polaxis = 10n”, “# output_dim define the size of the output imagen”, “output_dim = 51n”, “# roll_angle in degree, define the roll angle of the telescope.n”, “# roll_angle is defined as the rotation angle of the excam coordinates (X, Y) relative to the sky coordinates(RA,DEC), positive is counter-clockwisen”, “# Default is 0 degrees, corresponding to North up, East left in the sky coordinates.n”, “roll_angle = 0n”, “n”, “### define a dictinatary to pass keywarod to propern”, “### optics_keywords are the keyword arguments to the internal functions for package proper, which define the optics of coronagraphn”, “# use_dm1/use_dm2: if use dmn”, “# use_fpm: if use focal plane maskn”, “# use_lyot_stop: if use lyot stop n”, “# use_field_stop: if use field stopn”, “# other paramters that could pass to Proper defined by CgiSimn”, “nd_filter = 0n”, “##options for nd_filter:n”, “##nd_filter = 1: ND 2.25 @ FPAMn”, “##nd_filter = 2: ND 4.75 @ FPAMn”, “##nd_filter = 3: ND 4.75 @ FSAMn”, “n”, “optics_keywords ={‘cor_type’:cor_type, ‘use_errors’:2, ‘polaxis’:polaxis, ‘output_dim’:output_dim,\n”, “ ‘use_dm1’:1, ‘dm1_v’:dm1, ‘use_dm2’:1, ‘dm2_v’:dm2,’use_fpm’:1, ‘use_lyot_stop’:1, ‘use_field_stop’:1 ,"nd":nd_filter}n”, “n”, “##visit_type and visit_id are populated into the headersn”, “visit_type = ‘CGIVST_TDD_OBS’n”, “visit_id = ‘0020001001001901001’n”, “n”, “##define the corgi.optics class that hold all information about the instrument paramters n”, “optics = instrument.CorgiOptics(cgi_mode, bandpass, optics_keywords=optics_keywords, if_quiet=True,roll_angle=roll_angle,n”, “ visit_type=visit_type,visit_id=visit_id )”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“Now let’s plot the filter curve. n”, “Note that you don’t need to set up the bandpass manually when running CorgiSim — `corgisim.optics` will automatically select the appropriate bandpass based on the input filter number. The following is for illustration purposes only.n”, “n”, “the output of `optics.setup_bandpass` is `SpectralElement` object from `synphot`, details see https://synphot.readthedocs.io/en/latest/api/synphot.spectrum.SpectralElement.html#synphot.spectrum.SpectralElement”

]

}, {

“cell_type”: “code”, “execution_count”: 12, “metadata”: {}, “outputs”: [

{
“data”: {

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”, “text/plain”: [

“<Figure size 640x480 with 1 Axes>”

]

}, “metadata”: {}, “output_type”: “display_data”

}

], “source”: [

“nd_filter = 0n”, “#bp = optics.setup_bandpass(cgi_mode, bandpass, nd_filter )n”, “optics.bp.plot()”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“### 💡 Tip for Delevopern”, “n”, “If you want to integrate the stellar flux over a given bandpass, you can use the Observation class from synphot. This allows you to compute the photon count rate through a filter while accounting for the filter transmission curve. Below is an example of how to calculate the integrated photon counts for the stellar spectrum after applying a defined bandpass bp from the previous steps.n”, “n”, “n”, “> ⚠️ You do not need to do this step manually for running corgisim. n”, “> This example is only meant to demonstrate how corgisim performs bandpass integration internally.n”, “n”

]

}, {

“cell_type”: “code”, “execution_count”: 12, “metadata”: {}, “outputs”: [

{

“name”: “stdout”, “output_type”: “stream”, “text”: [

“Total counts across the bandpass: 5979210.873028038 ct / sn”, “Total counts from 5700-5800 A: 1077898.567749696 ct / sn”

]

}

], “source”: [

“from synphot import Observationn”, “# Compute the observed stellar spectrum within the defined bandpassn”, “# obs: wavelegth is in unit of angstromn”, “# obs: flux is in unit of photons/s/cm^2/angstromn”, “obs = Observation(base_scene.stellar_spectrum, optics.bp)n”, “#obs.plot()n”, “n”, “area = 35895.212 # primary effective area for Roman from cgisim in cm^2n”, “# Compute total photon counts integrated across the full bandpassn”, “counts = obs.countrate(area=area)n”, “print(‘Total counts across the bandpass:’,counts)n”, “## you can also integrate across a narrower wavelength range within the bandpassn”, “counts_sub = obs.countrate(area=area, waverange=[5700, 5800])n”, “print(‘Total counts from 5700-5800 A:’,counts_sub)”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“### Step 3: Generate the PSF for the on-axis star and inject companionsn”, “n”, “The get_psf function from the CorgiOptics class generates the on-axis PSF for the host star. It takes the following inputs:n”, “n”, “- input_scene: A corgisim.scene.Scene object that defines the properties of the host star to be simulated.n”, “- sim_scene (optional): A corgisim.SimulatedImage object that stores the simulated scene. n”, “ If None, the function will generate a new SimulatedImage object as output. n”, “ If provided, the function will update the existing sim_scene with the simulated image of on-axis host star psf.n”, “n”, “The output is an Astropy HDU containing the simulated image, with header comments detailing the input host star properties and simulation setup.n”, “n”

]

}, {

“cell_type”: “code”, “execution_count”: 13, “metadata”: {}, “outputs”: [], “source”: [

“## Pass the base_scene object to corgi.optics and use get_psf to simulate the host star PSF.n”, “## The result is stored in a SimulatedImage object as an Astropy HDU containing both data and header information.n”, “n”, “sim_scene = optics.get_host_star_psf(base_scene)n”, “image_star_corgi = sim_scene.host_star_image.datan”, “n”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“Next, you can generate the image of the off-axis point sources and inject it into the PSF image.n”, “n”, “The inject_point_sources function from the CorgiOptics class injects point sources into the scene.. It takes the following inputs:n”, “n”, “- input_scene: A corgisim.scene.Scene object that include a list of the companions to be simulated.n”, “- sim_scene (optional): A corgisim.SimulatedImage object that stores the simulated scene. n”, “ If None, the function will generate a new SimulatedImage object as output. n”, “ If provided, the function will update the existing sim_scene with the simulated image of off-axis-companions.n”, “n”, “The output is an Astropy HDU containing the simulated image, with header comments detailing the input companion properties and simulation setup.n”, “n”

]

}, {

“cell_type”: “code”, “execution_count”: 14, “metadata”: {}, “outputs”: [], “source”: [

“## Pass base_scene and optionally sim_scene to corgi.optics to inject off-axis sources.n”, “## The result is returned as a SimulatedImage object with an Astropy HDU containing both data and header information.n”, “n”, “n”, “sim_scene = optics.inject_point_sources(base_scene,sim_scene)n”, “image_comp_corgi = sim_scene.point_source_image.data n”, “combined_image_corgi = image_star_corgi + image_comp_corgi”

]

}, {

“cell_type”: “code”, “execution_count”: 15, “metadata”: {}, “outputs”: [

{
“data”: {

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”, “text/plain”: [

“<Figure size 1200x400 with 6 Axes>”

]

}, “metadata”: {}, “output_type”: “display_data”

}

], “source”: [

“fig = plt.figure(figsize=(12,4))n”, “plt.subplot(131)n”, “plt.imshow(image_star_corgi,origin=’lower’)n”, “plt.title(‘Host star Vmag=8, CorgiSim’)n”, “n”, “co = plt.colorbar(shrink=0.7)n”, “plt.subplot(132)n”, “plt.imshow(image_comp_corgi,origin=’lower’)n”, “plt.title(‘Companion Vmag=25, CorgiSim’)n”, “n”, “co = plt.colorbar(shrink=0.7)n”, “n”, “plt.subplot(133)n”, “plt.imshow(combined_image_corgi,origin=’lower’)n”, “plt.title(‘Combined Image, CorgiSim’)n”, “n”, “co = plt.colorbar(shrink=0.7)”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“### Step 4: Simulate the Image on the Detectorn”, “n”, “So far, we’ve simulated images of a host star with two companions using Roman-CGI. However, we haven’t yet included detector noise! In this step, we’ll define a `corgi.Detector` object to add detector effects to the simulation.n”, “n”, “The emccd_keywords dictionary is passed to instrument.CorgiDetector to configure the EMCCD detector. It includes the following parameters:n”, “n”, “- em_gain: Electron multiplication gain. Default is 1000.n”, “- full_well_image: Full well capacity for the image section. Requirement: 50,000; CBE: 60,000.n”, “- full_well_serial: Full well capacity for the serial register. Requirement: 90,000; CBE: 100,000.n”, “- dark_rate: Dark current rate in e⁻/pix/s. Requirement: 1.0; CBE: 0.00042 (0 yrs) / 0.00056 (5 yrs).n”, “- cic_noise: Clock-induced charge noise in e⁻/pix/frame. Default: 0.01.n”, “- read_noise: Read noise in e⁻/pix/frame. Requirement: 125; CBE: 100.n”, “- bias: Bias level in digital numbers (DN). Default: 0.n”, “- qe: Quantum efficiency. Set to 1.0 here, since it’s already factored into the photon counts.n”, “- cr_rate: Cosmic ray event rate in hits/cm²/s. Use 0 for no cosmic rays, 5 for L2 environment.n”, “- pixel_pitch: Pixel pitch in meters. Default: 13e-6.n”, “- e_per_dn: Electrons per data unit after multiplication.n”, “- numel_gain_register: Number of elements in the gain register. Default: 604.n”, “- nbits: Number of bits in the ADC (analog-to-digital converter). Default: 14.n”, “- use_traps: Whether to simulate CTI effects using trap models. Default: False.n”, “- date4traps: Decimal year of observation. Only used if use_traps=True. Default: 2028.0.n”, “- fast_gain_mode bool or ‘auto’ If True, a faster but less accurate method (uses Erlang/Gamma distribution for EM gain) of simulating the gain register is used. If ‘auto’, both speed and accuracy are prioritized. Default to ‘auto’n”

]

}, {

“cell_type”: “code”, “execution_count”: 16, “metadata”: {}, “outputs”: [

{

“name”: “stderr”, “output_type”: “stream”, “text”: [

“/home/snoiret/Documents/Corgisim/corgisim/corgisim/instrument.py:1693: UserWarning: Warning: Fast gain mode needs em_gain to be over 200 to be reasonably accuraten”, “ warnings.warn(‘Warning: Fast gain mode needs em_gain to be over 200 to be reasonably accurate’)n”, “/home/snoiret/Documents/Corgisim/.envCorgisim/lib/python3.12/site-packages/emccd_detect/emccd_detect.py:116: UserWarning: Bias is less than the read noise, so clipping of negative values may occur. Bias is usually at least a few times the read noise.n”, “ warnings.warn(‘Bias is less than the read noise, so clipping of negative values may occur. Bias is usually at least a few times the read noise.’)n”

]

}

], “source”: [

“n”, “### emccd_keywords are the keyword arguments to the internal functions for emccd_detect,n”, “### and that everything stays the default settings unless otherwise changed.n”, “### In this example, we’ll use the default parameters for the EMCCD detector, except for the EM gain.n”, “n”, “gain =100n”, “emccd_keywords ={‘em_gain’:gain}n”, “detector = instrument.CorgiDetector(emccd_keywords, photon_counting = True)n”, “n”, “## the default is photon_counting = False, which will set header ISPC=0, which means the output is in analog mode. n”, “# If detector = instrument.CorgiDetector(emccd_keywords, photon_counting = True), then ISPC=1, which means the output is in photon counting mode.n”, “# it will not change the simulation, but only change the header keyword ISPC in the output fits filen”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“n”, “The generate_detector_image function from the CorgiDetector class generates a detector image from the simulated input scene. It takes the following arguments:n”, “n”, “- simulated_scene: A corgisim.scene.SimulatedImage object that contains the noise-free scene from CorgiOpticsn”, “- exptime: Exposure time in seconds.n”, “- full_frame (bool): If True, generates a full-frame detector image and places the sub-frame within it.n”, “- loc_x (int): Horizontal (x) pixel coordinate of the center where the sub-frame will be inserted. Required if full_frame=True.n”, “- loc_y (int): Vertical (y) pixel coordinate of the center where the sub-frame will be inserted. Required if full_frame=True.n”, “n”, “For subframe simulation (full_frame==False), the output is an Astropy HDU containing the simulated image, with header comments detailing the inputs and simulation setup.n”, “n”, “For fullframe simulation (full_frame==True), the output is an Astropy HDUList containing a simulated image with appropriate headers, including:n”, “- The primary HDU contains a global header (without image data).n”, “- The image HDU contains the 2D image array and its own header.n”

]

}, {

“cell_type”: “code”, “execution_count”: 17, “metadata”: {}, “outputs”: [

{
“data”: {
“text/plain”: [

“<matplotlib.colorbar.Colorbar at 0x14d362b40>”

]

}, “execution_count”: 17, “metadata”: {}, “output_type”: “execute_result”

}, {

“data”: {

“image/png”: 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xIQ0LsH7IZ966dav7sZFgPrsosC0Q8OI39/yMY8eOeS2nVzUgwELVQzDrWtR9S/8srJfRZ/n6HHwnVI3hrtazNECvDgr1MelrHQpuw0DWAdsApQGYcIzhwjxz5kz5y1/+4t4+uNP191sUFTrdwQUQ73///fcbLotSMVx4fX0/lFb6C44DOQYDgSJ9OHv2bFCvp8hVrD0Gjhs3TuWxos4IF/OCUFyJXgPhrrvuUn/nzJnjtYx+59ijR4+Qr99rr73m/jdOqniMolRcqMxCZyE4GSCaLhj94rFeLIaDDScDFL+hXl6Hrj1Lqlc7PYr3XG+s24IFC7yWw7pXqVJFXYRx0tG98847VxWfo5gebQ6wbEEo4keduBGURNxyyy3y7rvvqo5WPEsC8Pp58+apk7pnXxSF0fOqQ71tsf+eOXNG/vrXv7qfQ/FqwY6wWrRoodbzlVdekUuXLl31PijN8LeuRd23UF2CQAHHVMH38Hydr8/Bd0K9tedxAshzR+CAC164YR327NnjbvcB2FewXRGs+2qDgG2flZXl9Ry2O4KZ7Oxs9RhF4AjGXnrpJRV0G/0WRYWLNurnUdf/6quvFnrzgSDk3//+t/oNu3btKu+//75XFSTOleitD6Vf/qokAjkGC6MHz77aaBVWVUHWVqwlATjosDOjRyrc3Xv2GIhGJ2gshgZwgDteFDvh4NaLo3Hwo3ctNJzxjHJDARcVNIjBZ6LOEcVeaHyI3r181VsH+t2nTJki48ePVwc4vgNOQLibXrt2rWrY9Pjjj6ugA8uhW2WUBGBbYRl0OWq2TUCw0AgPdbPYNmgUhhM+ikwLXnBwZ456+pEjR6p1x4Ue3xUBDL6/5x0m7orQWxoaQKLBFbqNxgUGdzx4HsW1+t2HL7jgT5s2TdUtompBv4vDiQp3U/q+ZAQXYXjmmWdUR1bY/igyDqTTlcLgxI+LJfZx1KsiGME2w52eJ9zdvfHGG+oCirpedCOL7loRIGG74KS/fv16w3Ut6r6Fz1q4cKF6De6A8VlYL2xztPnANvf8HPzWuDDi4oTPw+tw3OHz8Tk4RnFxw0ULRe2eDSjDBY0/Efhhe2H90PMezgn4rn/729/UdywMSvUQzGOfRKCAon1sG1xg8d0A2xrbB/smAiY8j2MfQSbOBdhH9QAI3x8BFY4Jf33v4yKPGxysL0rTUCKK4wnvi3Metr++Dvgd0UARF/xHH31UrefixYtVoDJ9+nS/2yeQY7AwvXr1Ut9L368QYKH0B/sggm48T6VMSaQkfP311yrdBik9SEVB+gvyRpF25ZmWhhQX5Bgj/ScmJkblrxp1FlSQ3mGJJ8+Oc4w6C0IuMlJeCqbG+EqL8Uwj9EzhKZjOhY6LkNaDz8PUsGFDtY7oYMMTcmn1/GDkvoeqsyBPSFPD82vWrCl03ZFnr0PKHvoUQFpPzZo1VXqenoZZsOMb5CZjHbDut956q3otcuSRe+0J6ZDIw0ZHPFgWnb9gOfzmSCn158MPP1Sfj45vPOn9NCDdqaCCvx8gHxv9SiClrbDOggrCdytKahNSU9E5CvYn5OyPGjXKZ2dBSCFDPxNI78K2wGegXwb0IVCUdQ1k30InREg91DujQZ8EnimPSOtCuixSSpHa5XmaQBod0t6wD+CYRHqjUWdBReXrGC5sn9c7C0I6H/phwD7mr7Mg9OuA9cE2wXdGyh86GfJM4dTht0HKJpbB+yO/Hh3o7Nu3zyv9Eu//1FNPFen7YZuibwLk7uN9se3wndEfR8H0QfSDgc9HPyfYd5Cq55n+7OsYDfQYLCxF8N1339X69++vvjOOdXx/9EWAPhkyMzODOhfq59eC8Lvi2KeS5cD/SjoQodINRZ64o0KxdWHF/0RWg6owVG/iDh/ZBpGOxyD5wqGEKaRQ71owrnz77bflhx9+4DDIVGqgqgbF+5EYAPAYpECwJIBCnkkwZswY1TERGighjXDp0qWqDQjqxgsOSkJEocVjkALBcSAppNBCGy2i0Tofdx5ouIXGcWjAx5MPUfjxGKRAsCSAiIjIptgmgIiIyKYYBBAREdlUQG0C0AkFeiXzhI5Z9C470SoV3XGuXLlSdW6BjkaQShNIC1qksqCnNXR2Eq4uXYmIKHxQy4zupTFejK8OnEIB1xzPnlWDFRsbqzqMKyqM7onxPtDQEl0po+MpdNIF6G0Sg62hl0V0RY/OzNANNdpkYHvo0F4DnTqhIyZso759+6oecz3H+vjyyy9l+PDhsnfvXpXiieWRmuoJHU5hHAx0CoVBxDBQlt7jbpEE0qkAOoNA5w5nz551T54dQwwdOlR16IMOTtCxBjqXadu2bUAdF6SlpakOJzhx4sSJk7UnnM/D5cqVK1pStaiQrGdSUpJ6v6L66KOPVAdK7733nnr92rVr3fMyMjK05ORkbdWqVdrRo0e1lJQU1WETOmvyhI6bmjVrpqWmpmr/+Mc/tOuuu06799573fPRYRo6rRswYIB26NAh1ZETOnBavHixexl0AhUVFaVNnz5dO3LkiDZhwgTVERU6syqqgBoGoiQAI3BhDPTChjtFpIJugfUx1FFCgLQU9PONoTuLAu+DoYLby10SLT8PgUpERNaRJ7mySz5SXb7rQ5OHGoY0x3uf3F9XEssHX9qQedEl9VqcUteeYIaLRom1Z0lAYXAnj0HPMNQzhlrGMOrovhrP692jo9t63MFjHAmUGKALa3TRnZ6e7s7qQLfZuAbrpe/oVh5dO2/YsMH9WbjWoltwjD8TlhRBjLyFFUTRCUYCxFCc+FIoFkExiOfoWxhGE/OMggBUG+gDeHiOu40AINrBIICIyHJ+ubUsjipdBABmggDPoMJTXFycmkIBAQa2BW5wAddE/NtzfBRcO1EtsHv3brn77rvVMhgF1TOtE1XsKO7HYFAYfwLLjB071uuzsAwChaIKaMthYB0MRIGIBVEKBu3AIC64cOvRiv4ldWgPgHm+IIhANKdP/obKJCIi0uVrLtMT4NrjeS3CtSlU7RaefPJJuffee90lDbgmYrAzTxgsCn066NdL/C3Ynk5/7G8Zo2uuqZIAz6FCMS41ggKMX41R38qUKSPBwMhnnpEMojEGAkREVBQu0dRk5vWQlpbmVR0QilIAlI5jJEfUuuPGudT1GIi7/uuvv15OnDghd9xxh2qliTogz9IADNWZlJTk8z1CWeRCRET24lL/mXs9IAAIpk2AvwAA7QC2bdvm9d64Jp4/f95r+by8PJUxoF8v8RfXT0/6Y3/LGF1zCzJVkXLp0iU1ihbGJMcY5BjffOvWre75GNMdY2aj7QAREZEd5P4SAKAN3d///nc1hoMnXBNxw4y2dDoECkiRRwm7vgxSEfFeui1btqi0fLQH0JfxvObqywRyzQ2oJODxxx+Xnj17qioA5PJPmjRJoqKiVF0H6lAGDRqkivZRr4GoBzmNWJmiZgYQEREFIl/T1GTm9cHcAKMEXIf2cciaw7UPN8XIkMPATWi1n5+f766jx3y0nUPW3J133imDBw9WrfhxoR8xYoT079/f3ZfAfffdp/rlwXUVbQoOHTqk+hGYPXu2+3NHjRolt912m8ycOVN69Oih+ujZt2+fvP766+EJApC6gAv+f//7X5UO2L59e0lNTVX/Bqyc3umBZ2dBREREkdwmIBC40Hbq1Mn9WG/XNnDgQJVK/8EHH6jHSNUrOAS1PpzzO++8oy78Xbp0cV83MeiTDjfWmzdvVp0FoaS9atWqMnHiRBkyZIh7mbZt26q0fHRO9PTTT6vOgpAZ0KRJE+sOIKTnft4uvZgiSERkQXlarmyX94POvQ/kWnHqaE3T/QTUbXgmrOsayTiUMBERWRbu5POLuSSgNGEQQEREllUS1QGlCUcRJCIisimWBBARkWWVRHZAacIggMjKjPpmt/nJjewBXf2Y6yzI3lgdQEREZFMsCSAiIsvKN5kdkG/zhoEMAoiIyLLytZ8nM6+3MwYBRERkWWwTYA7bBBAREdkUSwKIiMiyXOKQfHGYer2dMQggsjKmAZLNubSfJzOvtzNWBxAREdkUSwKIiMiy8k1WB+SzOoCIiMiaGASYw+oAIiIim2JJABERWZZLc6jJzOvtjEEAERFZFqsDzGEQUBpxZDn7MPqt/eG+QGR7DAKIiMiy8sWppuBfb28MAoiIyLI0k20CNLYJICIisia2CTCHKYJEREQ2xZIAIiKyrHzNqabgXy+2xiCAiIgsC6MAukwUarvE3lEAg4DSyC6pX0yFtM/3JKKwYBBARESWxYaB5jAIICIiG7cJ0MTOmB1ARERkUywJICIiizcMNDGAkLA6gIiIyJJcJrsNdtk8O4DVAURERDbFkgAiIrIsNgw0h0EAWZfND17T2M8ClZLqAHYWFDwGAUREZFn5mkNNZl5vZ2wTQEREZFMsCSAiIsvKN5kdkM/qACIiImtyaU41Bf96TeyM1QFEREQ2xZIAIiKyLFYHmMMggOzHKDUOjIoHS1NandXWl6gQLpMt/F1ib6wOICIisimWBBARkY07C3KKnTEIICIiG3cb7BQ7s/e3JyIisjGWBBARkWW5xKEmM6+3MwYBRERkWawOKK1BgDNKxBFVfJ/nyi++zyLrpsYxrY7MKk1ppqWinwCn2Jm9vz0REZGNRW5JABERkR8uzaEmM6+3M5YEEBGRZSHPP9/E5AriMrhz507p2bOn1KxZUxwOh6xbt85rvqZpMnHiRKlRo4aUKVNGkpOT5fjx417L/PDDDzJgwABJTEyUihUryqBBg+TSpUtey3z55ZfSoUMHiY+Pl9q1a8v06dOvWpc1a9ZIw4YN1TJNmzaVjz76KKDvwiCAiIgoAJcvX5ZmzZrJ/PnzC52Pi/W8efNk0aJFsnv3bklISJBu3bpJVlaWexkEAIcPH5YtW7bIhg0bVGAxZMgQ9/zMzEzp2rWr1K1bV/bv3y8zZsyQyZMny+uvv+5e5rPPPpN7771XBRBffPGF9O7dW02HDh0q8ndxaAhZIgi+eIUKFeR2Zx+JdsQU3wezYSARFQcbNAzM03Jlu7wvFy5cUHe64bxWvLSnk8SXC75mO+tSnjx96ydBrytKAtauXasuvoBLKkoIHnvsMXn88cfVc3jv6tWry/Lly6V///7y1VdfSePGjWXv3r3SsmVLtczGjRvlrrvukn//+9/q9QsXLpRnnnlG0tPTJTY2Vi3z1FNPqVKHo0ePqsf9+vVTAQmCCF3r1q2lefPmKgApCpYEEBGRZeWLw/SkBxWeU3Z2tgTj5MmT6sKNKgAdgpVWrVpJSkqKeoy/qALQAwDA8k6nU5Uc6Mt07NjRHQAAShOOHTsmP/74o3sZz8/Rl9E/x9INAx1RUeIozhTBGINNke+nlMBhoVhKC9OYWUbbwMxnhut9LURz+b47dDgdYdm2msE+b+Yzg/0uRq8rCf62QdDra+rnLIHt5/MYdIjVRuitXbu21+NJkyap4vdAIQAA3Pl7wmN9Hv5Wq1bNa350dLRUrlzZa5l69epd9R76vEqVKqm/Rp9j6SCAiIjIH5fmVJOZ10NaWppXdUBcXJzYAYMAIiKyLJRZ6UX6wb4eEACEov1CUlKS+nvu3DmVHaDDY9TV68ucP3/e63V5eXkqY0B/Pf7iNZ70x/6W0ecXhYXKsYmIiCJbvXr11EV469at7ufQxgB1/W3atFGP8TcjI0O1+tdt27ZNXC6XajugL4OMgdzcXPcyyCRo0KCBqgrQl/H8HH0Z/XOKgkEAERFZvjrAzBQo5PMfOHBATXpjQPz79OnTKltg9OjRMmXKFPnggw/k4MGD8sADD6gW/3oGQaNGjeTOO++UwYMHy549e+TTTz+VESNGqMwBLAf33XefahSI9D+kEq5atUrmzp0rY8eOda/HqFGjVFbBzJkzVcYA2jDs27dPvVdRsTqAiIgsqyQGENq3b5906tTJ/Vi/MA8cOFClAY4bN06l7iHvH3f87du3VxdrdOije+edd9TFukuXLioroG/fvqpvAc+Mgs2bN8vw4cOlRYsWUrVqVdUBkWdfAm3btpUVK1bIhAkT5Omnn5b69eurFMImTZpYv5+ATjH3FG8/AUatfZkd4B+zA8KG2QE2yg6Q0pEdoPoJ0NYVSz8BT6V0l7hywV8rsi/lyrQ2H4d1XSOZha5eREREFEqmqgOmTZsm48ePV/USc+bMUc+hW0T0lLRy5UrV2QI6LliwYMFVuYz+5LRvLK7o+KtX+Kc8n69xZvueB45sg7sbo7v9XD/vaxRlG72v0evyjD/TqGexoAt3/JV4BLk+ht/TH6M7LqP3NSol8LM+YSkcc/kptXD6jscdwf5mRj3TgcH3dBj1m2HiewZbhuAw8XuhjjbY1/p8z6io8B1LYRC2Lld8HEsOPP2/9mylrjqgNAn626O7w8WLF8uNN97o9fyYMWNk/fr1alCDHTt2yJkzZ6RPnz6hWFciIqJCRxE0M9lZUEEAWkZi8IMlS5a4UxUAdSpLly6VWbNmSefOnVVjhmXLlqlBDlJTU0O53kRERFQSQQBaK/bo0eOqPouR84icRs/nMcRhnTp1fPZljCqDgn02ExERFYWZYYTzf5nsLOCKP9T1f/7556o6oCB9tCMMjFDUvoynTp0qzz33XKCrQUREZLpI38XqgKJD38poBIj8Rs98RzPQsBDVCPqEzyAiIqIIKwlAcT/6O7755pvdz+Xn56uuDV977TXZtGmT5OTkqM4RPEsDjPoyxiANdhmogYiIQsslTjWZeb2dBRQEoGcjdIHo6aGHHlL1/k8++aQaijEmJkb1ZYzejwBjH6MrxUD6Mob2L+4ptAOI5Sntfb4m4WSC4XvGf+87HSgu03dqU8xPxmlPUVd8z48ySEt05hikEeX5SbUy6swl3yj10Chl0d9nGsw3SrUymmf0nmbe119KngFHkGljmr/vEiyXUbpZMXaoFYr0N6P0zGA7IfKz3Y1SBA07/TFYV79piQYphFc6NPQ5b+uSxRKsKIPOn/INUmbrrxvmc16Fw8a5hQnnC98X8nKzRNatkeKQrznUZOb1dhZQEFC+fPmruiNMSEiQKlWquJ9HP8foQhHjIqP3pZEjR6oAoHXr1qFdcyIiIjIl5GMHzJ49290PsmdnQURERKHGhoElHARs377d6zEaDM6fP19NRERE4aQFORKg5+vtjKMIEhGRZeWLQ01mXm9n9g6BiIiIbIwlAUREZFlI4jDXJkBsLWKDgN0jm0t0IaMINrp8wfeLsnMM39NhlB5nNM9PSpRmlI5mtIcZpX6Z2TODTOHyl/YU7BoZjuLmb12DTtfLD34EOKPf02C0P6PX+UsfdEQ5Qz+qob99KNgRGg1eZ/RbhzWN0ugzjUaUNGKQcmc4SqWf125/Y0lEFc4e773Q57you43Xx1fqYeZFl1RdJ8XCZbJNgMvmbQLs/e2JiIhsLGJLAoiIiPxxiUNNZl5vZwwCiIjIsthjoDmsDiAiIrIplgQQEZFlsWGgOQwCiIjI2m0CzKQIir2rAyI3CNh/RMRx9QhpJsYvo5JilDYWbPqbCZqfNDbDdQrTd9FypVSwecp1kbSc5HvUvn3PLQxqJEB/owgG+7pbJvheVyj/78J33Ly8LBGZHNT6UPGK3CCAiIjID81kdoDGkgAiIiJr4iiC5jAIICIiy2LDQHPs/e2JiIhsjCUBRERkWawOMIdBABERWRa7DTaH1QFEREQ2xZIACr8S6AsgbH0TlMR3oVKlypIUn/O6LWkukaSyIzWo48FRjB1fsDrAHAYBRERkWQwCzGF1ABERkU2xJICIiCyLJQHmMAggIiLLYhBgDqsDiIiIbIolAUREZFnITzA3gJC9MQggotAxM0xzpImwIbBLhAW+J6sDzGEQQERElsUgwBy2CSAiIrIplgQQEZFlsSTAHAYBRERkWQwCzGF1ABERkU2xJICIiCxL0xxqMvN6O4sudSlIFk93KZXClWrFFK7IE67tzn2IfEAfAWb6CXCZeG1pwOoAIiIim7JeSQAREdEv2DDQHAYBRERkWWwTYA6rA4iIiGyKJQFERGRZrA4whyUBRERk+eoAM1Mg8vPz5dlnn5V69epJmTJl5De/+Y288MILonlkk+DfEydOlBo1aqhlkpOT5fjx417v88MPP8iAAQMkMTFRKlasKIMGDZJLly55LfPll19Khw4dJD4+XmrXri3Tp0+XULNeEIANHexEJSNcvwl/a/soiX0I6YO+JooYuIi7TExagEHAyy+/LAsXLpTXXntNvvrqK/UYF+dXX33VvQwez5s3TxYtWiS7d++WhIQE6datm2RlZbmXQQBw+PBh2bJli2zYsEF27twpQ4YMcc/PzMyUrl27St26dWX//v0yY8YMmTx5srz++usSSqwOICIiKqLPPvtMevXqJT169FCPr7nmGnn33Xdlz5497lKAOXPmyIQJE9Ry8Pbbb0v16tVl3bp10r9/fxU8bNy4Ufbu3SstW7ZUyyCIuOuuu+SVV16RmjVryjvvvCM5OTny5ptvSmxsrNxwww1y4MABmTVrllewYL+SACIiol9oJguINY87b88pOzu70M9r27atbN26Vb7++mv1+J///Kfs2rVLunfvrh6fPHlS0tPTVRWArkKFCtKqVStJSUlRj/EXVQB6AABY3ul0qpIDfZmOHTuqAECH0oRjx47Jjz/+GLLtx5IAIiKyLPT4h//MvB5Q5+5p0qRJqvi9oKeeekoFCQ0bNpSoqCjVRuDFF19UxfuAAABw5+8Jj/V5+FutWjWv+dHR0VK5cmWvZdDuoOB76PMqVaokocAggIiIbC8tLU010tPFxcUVutzq1atVUf2KFSvcRfSjR49WRfgDBw4Uq2EQQEREYvfOghITE72CAF+eeOIJVRqAun1o2rSpnDp1SqZOnaqCgKSkJPX8uXPnVHaADo+bN2+u/o1lzp8/7/W+eXl5KmNAfz3+4jWe9Mf6MqHANgFERGRZZjIDXEH0MfDTTz+puntPqBZwuVzq3yjCx0Ua7QZ0qD5AXX+bNm3UY/zNyMhQrf5127ZtU++BtgP6MsgYyM3NdS+DTIIGDRqErCoAGAQQEREVUc+ePVUbgA8//FC+/fZbWbt2rWqxf/fdd6v5DodDVQ9MmTJFPvjgAzl48KA88MADqrqgd+/eaplGjRrJnXfeKYMHD1ZZBZ9++qmMGDFClS5gObjvvvtUo0D0H4BUwlWrVsncuXNl7NixEkqsDiCyskgbCtdfDr2V+nCw0rramNnuIrQAX4tUPnQW9Oijj6oifVy0//jHP6rOgXTjxo2Ty5cvq1Q+3PG3b99epQSi0x8d2hXgwt+lSxdVstC3b1/Vt4BnRsHmzZtl+PDh0qJFC6latar6jFCmB4JD8+zmKAKg2ARf/nbpJdGOmJJeHaLIxiCAIlCelivb5X25cOFCkerZzVwrGq8cJ1FlC2/EVxT5P2XLkf7Tw7qukYzVAURERDbF6gAiIrIsDiVsDoMAIiKyLLTud3AUwaAxCCAiIssq7oaBpQ3bBBAREdkUSwKIrCzSbmMibX3IJiUBZtoEiK0xCCAiIstiw0BzWB1ARERkUywJICIiy0JpvpkSfU3sjUEAERFZFqsDzGF1ABERkU2xJICIiKyL9QHFVxKwcOFCufHGG9UgC5gw3vHHH3/snp+VlaVGPKpSpYqUK1dOjYp07tw5c2tIoR/gxddUEpxRxhORmX26pPbrSFuf0uyX6oBgJ2F1QNHVqlVLpk2bJvv375d9+/ZJ586dpVevXmqsYxgzZoysX79e1qxZIzt27JAzZ85Inz59wrXuRERkc3qPgWYmOwuoOqBnz55ej1988UVVOpCamqoChKVLl8qKFStUcADLli2TRo0aqfmtW7cO7ZoTERFRyTQMzM/Pl5UrV8rly5dVtQBKB3JzcyU5Odm9TMOGDaVOnTqSkpLi832ys7PVuNCeExERUVGYqQrQTGYW2DIIOHjwoKrvj4uLk6FDh8ratWulcePGkp6eLrGxsVKxYkWv5atXr67m+TJ16lSpUKGCe6pdu3Zw34SIiOxHr9c3M9lYwEFAgwYN5MCBA7J7924ZNmyYDBw4UI4cORL0CowfP14uXLjgntLS0oJ+LyIiIgpjiiDu9q+77jr17xYtWsjevXtl7ty50q9fP8nJyZGMjAyv0gBkByQlJfl8P5QoYCIiIgoUhxIu4c6CXC6XqtdHQBATEyNbt251zzt27JicPn1atRmgCEkjMmoiWxKpVq5844nIn3A1/TZzLLApevH3E2BmsrHoQIvuu3fvrhr7Xbx4UWUCbN++XTZt2qTq8wcNGiRjx46VypUrq34ERo4cqQIAZgYQERFZPAg4f/68PPDAA3L27Fl10UfHQQgA7rjjDjV/9uzZ4nQ6VSdBKB3o1q2bLFiwIFzrTkRENsexA4oxCEA/AEbi4+Nl/vz5aiIiIioWNi/SN4MDCBEREdkUBxAiIiLLYnWAOQwCiIjIujiKoCkMAoiIyMJwJ2/mbt4hdsYgoCRFWs5wpK0Pkc4oNz9c+63VjoeS2EZkeQwCiIjIulgdYAqDACIisi4GAaYwRZCIiMimWBJARETWZXY4YI0NA4mIiCyJowiaw+oAIiIim2JJgN0wjYhKcj8Jdkhqq+2bJfE9rbaNQoUNA01hEEBERNbFNgGmsDqAiIjIplgSQEREluXQfp7MvN7OGAQQEZF1sU2AKQwCiIjIutgmwBS2CSAiIrIplgTYjV3TiCgwHJnPHLt8z0jA6gBTGAQQEZF1MQgwhdUBRERENsWSACIisi6WBJjCIICIiKyL2QGmsDqAiIjIplgSQERElsUeA81hEEBFH/mMaU/hGTnO37Y1877B4m9NVsE2AaawOoCIiMimGAQQEREF4D//+Y/84Q9/kCpVqkiZMmWkadOmsm/fPvd8TdNk4sSJUqNGDTU/OTlZjh8/7vUeP/zwgwwYMEASExOlYsWKMmjQILl06ZLXMl9++aV06NBB4uPjpXbt2jJ9+nQJNQYBRERkWQ6PdgFBTRKYH3/8Udq1aycxMTHy8ccfy5EjR2TmzJlSqVIl9zK4WM+bN08WLVoku3fvloSEBOnWrZtkZWW5l0EAcPjwYdmyZYts2LBBdu7cKUOGDHHPz8zMlK5du0rdunVl//79MmPGDJk8ebK8/vrrEkpsE0BERNZVzCmCL7/8srorX7Zsmfu5evXq/e/tNE3mzJkjEyZMkF69eqnn3n77balevbqsW7dO+vfvL1999ZVs3LhR9u7dKy1btlTLvPrqq3LXXXfJK6+8IjVr1pR33nlHcnJy5M0335TY2Fi54YYb5MCBAzJr1iyvYMEslgQQEZHtZWZmek3Z2dmFLvfBBx+oC/c999wj1apVk5tuukmWLFninn/y5ElJT09XVQC6ChUqSKtWrSQlJUU9xl9UAegBAGB5p9OpSg70ZTp27KgCAB1KE44dO6ZKI0KFQQAREVk/O8DMJKLu7nGx1qepU6cW+nH/+te/ZOHChVK/fn3ZtGmTDBs2TP70pz/JW2+9peYjAADc+XvCY30e/iKA8BQdHS2VK1f2Wqaw9/D8jFBgdQAREYndUwTT0tJUIz1dXFxcoYu7XC51B//SSy+pxygJOHTokKr/HzhwoFgNSwLIOzfcaKLgOZzGkxGj38ToPf39nvytwwd9OwQzUYlJTEz0mnwFAWjx37hxY6/nGjVqJKdPn1b/TkpKUn/PnTvntQwe6/Pw9/z5817z8/LyVMaA5zKFvYfnZ4QCgwAiIrIsU5kBWuA9BiIzAPXynr7++mvVil9vJIiL9NatW93z0cYAdf1t2rRRj/E3IyNDtfrXbdu2TZUyoO2AvgwyBnJzc93LIJOgQYMGXpkIZjEIICIisXubgKIaM2aMpKamquqAEydOyIoVK1Ta3vDhw9V8h8Mho0ePlilTpqhGhAcPHpQHHnhAtfjv3bu3u+TgzjvvlMGDB8uePXvk008/lREjRqjMASwH9913n2oUiP4DkEq4atUqmTt3rowdO1ZCiW0CiIiIiuiWW26RtWvXyvjx4+X5559Xd/5ICUTev27cuHFy+fJllcqHO/727durlEB0+qNDCiAu/F26dFFZAX379lV9C+jQOHHz5s0quGjRooVUrVpVdUAUyvRAcGhIaowgKDbBl79dekm0I6akV4eo6IzqdP3V+7vyg/tMZ1To35PMC7Z+P7JOx0HL03Jlu7wvFy5c8GpsF45rxTUvvChOj4troFxZWfLts8+EdV0jGUsCiIjIsjiKoDlsE0BERGRTLAmwW1FkKSlutNw2CFfRPIv8I5NdjjMbdhtc2jAIICIisXtnQXbFIICIiCyLbQLMYZsAIiIim2JJABERWRerA0xhEEBERNZlsjpAbB4EsDqAiIjIpuxVEhBpaWPhUpq+Szi2gb/e3ILdftzukXns2uW4tytWB5hiryCAiIhKFwYBprA6gIiIyKZYEkBERJbFfgLMYUkAERGRTTEIICIisilWBxARkXWxYWDpDAIcMbHicMRcPUNzBf2emsv3r+2ICs9IUoaf6XQE9Tp/rxWH7wIeLS83qNeVFMPvacDf9jP8TIN9wfB9S2JEP7ukv5lJ+aRSjW0CSmkQQEREVCQ2v5CbEXm3fkRERFQsWBJARETWxTYBpjAIICIiy2KbAHNYHUBERGRTLAkgIiLrYnWAKQwCiIjIslgdUIxBwNSpU+W9996To0ePSpkyZaRt27by8ssvS4MGDdzLZGVlyWOPPSYrV66U7Oxs6datmyxYsECqV68e0Io5K1UQpzP26hlGedr++hDIN5gfZD76z+8b+vxwzWhd/XH5fq0jNsbgQyPwaDD4LuL0XZvlMHqdH5rBdnBGG+wnzjjf80ysT4nsQ0EeDw4/OftG2zYcx1HY+r/wd64J9jNN9IMSSRz4nfNKei2oKALaU3fs2CHDhw+X1NRU2bJli+Tm5krXrl3l8uXL7mXGjBkj69evlzVr1qjlz5w5I3369AnkY4iIiAKrDjAz2VhAJQEbN270erx8+XKpVq2a7N+/Xzp27CgXLlyQpUuXyooVK6Rz585qmWXLlkmjRo1U4NC6devQrj0REdkb2wSYYqqcDBd9qFy5svqLYAClA8nJye5lGjZsKHXq1JGUlJRC3wNVBpmZmV4TERERRXAQ4HK5ZPTo0dKuXTtp0qSJei49PV1iY2OlYsWKXsuiPQDm+WpnUKFCBfdUu3btYFeJiIhs2jDQzGRnQQcBaBtw6NAh1QDQjPHjx6sSBX1KS0sz9X5ERGQjbBNQ/CmCI0aMkA0bNsjOnTulVq1a7ueTkpIkJydHMjIyvEoDzp07p+YVJi4uTk1EREQBY5uA4gsCkN4zcuRIWbt2rWzfvl3q1avnNb9FixYSExMjW7dulb59+6rnjh07JqdPn5Y2bdoEtGI5DWqKKzr+quedub5TaJzZxjkpjjyD1Lnc/OBT5wxSsRy5weXJ+E1xM1onwzTKMKVoGbyvYVqYiSF/jdfHFXT6liPYIYHDleJmtI0MUvkc/ratURpgkL+L4W/tb7+OjQ15qihk9LzB57yUVxb5nNckdYDPeYmryxt+ZvwPvo/76Eu+h/OOupzjc54jx8+5JM/3/ucwmGf0Or+prT72ec2VI3LO+KVkwSAAVQBo+f/+++9L+fLl3fX8qMtHvwH4O2jQIBk7dqxqLJiYmKiCBgQAzAwgIqJQY2dBxRgELFy4UP29/fbbvZ5HGuCDDz6o/j179mxxOp2qJMCzsyAiIqKQY3VA8VYH+BMfHy/z589XExEREUUujh1ARESWxeoAcxgEEBGRdbE6wJQwjKxBREREVhCxJQExGVkSHaUFlOYn/tLxjEbXywtPimCwKXlFaX/hU7AjLfr7zCBT1UyN/Bjs+hjQ/KXy+Uk5870+JTACXF6YbmP8jAYYljTJIF/rKFvWcP6uGUYNk33/1odav+P7ZWFKdso3OB6eOtfC8LV/S7nV57yEb6N8zov/3vc+FJdpvE/HXC58fl5uVvGlCLIkoHQGAURERP4gXDUxELyYeW1pwOoAIiIim2JJABERWRerA0xhEEBERJbFFEFzGAQQEZF1sSTAFLYJICIisqmILQnQjp4UzRFz9fOGLyqBFC0/NIM0NodBWp3R6/wKdhQ8shejNEAzKarFvD4OoxRdjMznZ9RIX3I138eR00+b8mA/0+h1f/3cOEUw8bjvNMCEs763UWym7+8Zc8k47Toqq/D5UflZUqxsfjdfKoMAIiIif9gmwBxWBxAREdkUSwKIiMi62DDQFAYBRERkWawOMIfVAUREREGaNm2aOBwOGT16tPu5rKwsGT58uFSpUkXKlSsnffv2lXPnvAdTOH36tPTo0UPKli0r1apVkyeeeELy8rwbWm7fvl1uvvlmiYuLk+uuu06WL18uocYggIiIrF8dYGYK0t69e2Xx4sVy4403ej0/ZswYWb9+vaxZs0Z27NghZ86ckT59+rjn5+fnqwAgJydHPvvsM3nrrbfUBX7ixInuZU6ePKmW6dSpkxw4cEAFGY888ohs2rRJQolBABERWb46wMwUjEuXLsmAAQNkyZIlUqlSJffzFy5ckKVLl8qsWbOkc+fO0qJFC1m2bJm62KempqplNm/eLEeOHJG//OUv0rx5c+nevbu88MILMn/+fBUYwKJFi6RevXoyc+ZMadSokYwYMUJ+97vfyezZs8UebQJUzr8rZHn35lbFeC8J1+cG/ZnO6GL/nuH6XUz1l1Dc+4nRULj+8saN+rgIMufcFIMc+Ujrm0DL/fmk6csdv3/Q57yNq970Oe/20Y/6nFdx1yk/65Tre2aBIl+v1xn0edDQ9ZXhZxptP7/DZ4eaZvD9I1RmZqbXYxTBY/IFxf24U09OTpYpU6a4n9+/f7/k5uaq53UNGzaUOnXqSEpKirRu3Vr9bdq0qVSvXt29TLdu3WTYsGFy+PBhuemmm9Qynu+hL+NZ7RAKLAkgIiKxe3VA7dq1pUKFCu5p6tSpPj9y5cqV8vnnnxe6THp6usTGxkrFihW9nscFH/P0ZTwDAH2+Ps9oGQQrV65ckdJfEkBERFRMKYJpaWmSmJjoftpXKQCWGzVqlGzZskXi4+PF6lgSQEREYvc2AYmJiV6TryAAxf3nz59Xrfajo6PVhMZ/8+bNU//G3Trq9TMyMrxeh+yApKQk9W/8LZgtoD/2twzWrUyZMiHbfgwCiIiIiqhLly5y8OBB1WJfn1q2bKkaCer/jomJka1bt7pfc+zYMZUS2KZNG/UYf/EeCCZ0KFnABb5x48buZTzfQ19Gf49QYXUAERFZVzH3GFi+fHlp0qSJ13MJCQmqTwD9+UGDBsnYsWOlcuXK6sI+cuRIdfFGo0Do2rWrutjff//9Mn36dFX/P2HCBNXYUC+BGDp0qLz22msybtw4efjhh2Xbtm2yevVq+fDDDyWUGAQQEZFlOTRNTWZeH2pI43M6naqToOzsbNWqf8GCBe75UVFRsmHDBpUNgOAAQcTAgQPl+eefdy+D9EBc8NHnwNy5c6VWrVryxhtvqPcKJYemlcSYob6h5SNaZnYu21+iHbGhfXNXhA01HOV76E+HwTzQfsklLXReZP2kpQp6BgsmvStszKQ7GqVfBvu+/lI6I3C4bwq9PC1XPsn7m8qZ92xsF45rRfP7X5So2OAb6OXnZMmBPz8T1nWNZCwJICIi6+IAQqYwCCAiIsviAELmMDuAiIjIplgSQERE1sXqAFMYBBARkWWxOsAcVgcQERHZVMSWBDiio8XhCGz1/KbG+Um7CweHQd/S6w/4Hhc6ysTIcfkGaVjXbxvkc17Zg8ZdUSac8f2+cRm+58Vc9j1qWtQV3/PAke179DNnjsFr8wxGTfMzoprDKM3NKM3UKEXQX3qq0fxgR9cLV8qiy8SIdEbbNtj0QRMjTRqdM4zSQcP1vsU+2p/60CD3d3A6fd9dGx/aocPqgNIZBBAREfnD6gBzGAQQEZF1sSTAFLYJICIisimWBBARkaXZvUjfDAYBRERkXWjYaGa8FM3eEQSrA4iIiGwqYksCXD9dEZcjsBwTzU+qkMNgZDSj1xq9zp/TI5r6nBfl2BJUmt/Pr3UGNe+bLst8f2bn4FPKxqW39DlvbcotPuclnDIe/avMd75/l9iLRmmJvudFZRmnYTlzDNISc32/r8MoZTHfz75plIpllO5o8DqHvxRBozsgo3lmUg8N3zc/PKmQBsevYTqoiREPDc8YRumDMdHFP0KjUTpykO+phuf9KbjVCfyzmB1QKoMAIiIiv5gdYAqrA4iIiGyKJQFERGRZDtfPk5nX2xmDACIisi5WB5jC6gAiIiKbYkkAERFZFrMDzGEQQERE1sXOgkpnEKDl5YlmYijPQt8zyAYgJtKFpe4bx33Oyx/hKvahhI3e9/YRwwzfN+HfvhN/nZezfc5rlHXO95vm+ukLIs/3fM0wfz74oYQNGeRq+x3K2oAW7FDCRsPS+lsff8PEBvu+BgyH0TUc0tZgnr9+PEwMNRyWk4KJYzts6xTivldcWm7I18XnOrAkwBS2CSAiIrKpiC0JICIi8ovZAaYwCCAiIstidYA5rA4gIiKyKZYEEBGRdTE7wBQGAUREZFmsDrBbEGAibdBZtqzPea7LlyUc8r/7zue8Hte28TnPGRdn/L4XL4Y8si0ruw3nG72riaQ7shGbn29L7twYprtdX1mJmhbYMPBUcqwXBBAREemYHWAKgwAiIrIsVgeYw+wAIiIim2JJABERWRe6NjbTNbTL3kUBDAKIiMi62CbAFAYBRERkWciJMNUmQOwt4CBg586dMmPGDNm/f7+cPXtW1q5dK7179/YaCWzSpEmyZMkSycjIkHbt2snChQulfv36AX2OM6GsOB2xVz3viPG9yh8d2SHhGHnPjN82vM33zFzfI225rmQZvq8jKir0o4IZjbxnJyWQakVkGvdNKo6GgZcvX5ZmzZrJ/PnzC50/ffp0mTdvnixatEh2794tCQkJ0q1bN8nKMr6oERERBd1joJnJxgIuCejevbuaCoNSgDlz5siECROkV69e6rm3335bqlevLuvWrZP+/fubX2MiIqJfMEUwglIET548Kenp6ZKcnOx+rkKFCtKqVStJSUkp9DXZ2dmSmZnpNREREZHFggAEAIA7f094rM8raOrUqSpQ0KfatWuHcpWIiMgO2QFmJhsr8c6Cxo8fLxcuXHBPaWlpJb1KRERkEQ5NMz3ZWUiDgKSkJPX33LlzXs/jsT6voLi4OElMTPSaiIiIyGL9BNSrV09d7Ldu3SrNmzdXz6GOH1kCw4YNC82H1Kgm4RDlcIYlvXDD0R1BfWbv490MP/Pw7mt9zktI853iFv+D73WNyzROk4y+7DuFMCrb9zxHrtE84880fK3L4LV5BumORq9T76sF99p8g3n+7jaM5vtZ32A/UzNaX8MXmkinDfauK1y9ugX7Xfytj9MR1HZ3GKSnouF10ILdh/xxFn4Oc2o5IgYDnYYUvpqZr+cSWws4CLh06ZKcOHHCqzHggQMHpHLlylKnTh0ZPXq0TJkyRfULgKDg2WeflZo1a3r1JUBERBQKZov0HTavDgg4CNi3b5906tTJ/Xjs2LHq78CBA2X58uUybtw41ZfAkCFDVGdB7du3l40bN0p8fHxo15yIiIiKNwi4/fbbDYulUJz1/PPPq4mIiCisOHaAKRw7gIiIrMtsr3+avaMABgFERGRZ7DHQ4v0EEBERUclgSQAREVkXqwNKZxDguvyTuBxXD7XrOH6y2NfF3zDDT5+/2ee81Sm3+pxX7qTvzR//vfGOWf2i73WKvmww74rv/Hmnn5x9Z06wfQHkB38AGuWyG+Q+O8KVsx/s++YHP0yzZvQ9jYY9Nprn/0Ol2IWrL4BwMOgHwB/D38wEwz4GfOTzm+Zr3yzG/cfh+nky8/pAoKv79957T44ePSplypSRtm3byssvvywNGjRwL4NRcx977DFZuXKlGh8HI+kuWLDAq0v906dPq/5zPvnkEylXrpzKsMN7R0f/77qwfft2lYF3+PBh1aU+Bud78MEHJZRYHUBERFREO3bskOHDh0tqaqps2bJFcnNzpWvXrio1XjdmzBhZv369rFmzRi1/5swZ6dOnj3t+fn6+9OjRQ3JycuSzzz6Tt956S6XYT5w40asPHiyDlHz0xYM+eB555BHZtGmT2KIkgIiIKNKqAzZu3Oj1GBfvatWqyf79+6Vjx45qDJylS5fKihUrpHPnzmqZZcuWSaNGjVTg0Lp1a9m8ebMcOXJE/v73v6vSAfSw+8ILL8iTTz4pkydPltjYWFm0aJHqcG/mzJnqPfD6Xbt2yezZs1XJQqiwJICIiMTuowhmFhjSHsX4RYGLPqDXXEAwgNKB5ORk9zINGzZUPeqmpKSox/jbtGlTr+oBXNjxuSj615fxfA99Gf09QoVBABER2V7t2rW9hrVH/bw/LpdLFdO3a9dOmjRpop5LT09Xd/IVK1b0WhYXfMzTl/EMAPT5+jyjZRAoXLlyRUKF1QFERCR2HzsgLS3NaxRbjHDrD9oGHDp0SBXTWxWDACIiEru3CUgMcCj7ESNGyIYNG2Tnzp1Sq1Yt9/MYSRcN/jB2jmdpwLlz59Q8fZk9e/Z4vR/m6/P0v/pznstgHZGVYNsgQMvL8zmvW82fhy/2xWkwiJErK0vC4Xrx/qGtzOgwK5HkLqNUK6OTgr8ULZvnDdtKsPsQGXJpV6d3lxaapsnIkSNl7dq1KoUPjfc8tWjRQmJiYmTr1q3St29f9dyxY8dUSmCbNm3UY/x98cUX5fz586pRISDTABf4xo0bu5f56KOPvN4by+jvYdsggIiIyA2xmpluCbTAFkcVAFr+v//++1K+fHl3HT7aEeAOHX8HDRqk8vvRWBAXdgQNuHgjMwCQUoiL/f333y/Tp09X74E+APDeejXE0KFD5bXXXlMj8z788MOybds2Wb16tXz44YcSSgwCiIhI7N4moKgWLlzoHlHXE9IA9Y58kMbndDpVSYBnZ0G6qKgoVZWAzoIQHCQkJKjOgjxH30UJAy746HNg7ty5qsrhjTfeCGl6IDg0o3GBSwBaPiKSul16SbQjJqTvXRLVARRGrA4gs1gdEBZ5Wq5sl/dV+lwg9ezBXCs6N39KoqP8N+LzJS8/W7YdmBbWdY1kTBEkIiKyKVYHEBGRdXEAIVMYBBARkXWhUaCZMZlcYmu2CgJY71/KBBvBhyvyt1r9cjjW12rtLbgvkM3ZKgggIqLSpbizA0obBgFERGRdbBNgCrMDiIiIbIolAUREZF0sCTCFQQAREVkXgwBTWB1ARERkUywJIAoVq91RhGN9rbYNwoXbofiwnwBTGAQQEZFlMUXQHAYBRERkXWwTYArbBBAREdkUSwKIiMi6XBrK9M293sYYBBARkXWxOsAUVgcQERHZFEsCiIjIwkyWBIi9SwIYBBAVB6sNsUtkFawOMIXVAURERDbFkgAiIrIu1bqf2QHBYhBARETWpbl+nsy83sZYHUBERGRTLAkgIiLrYsNAUxgEEBGRdbFNgCkMAojsyiht0eZ3R2QhLAkwhW0CiIiIbIolAUREZF2qNsBMSYDYGoMAIiKyLlYHmMLqACIiIptiSQAREVmXC539uEy+3r4YBBARkXWxOsAUBgFEdmXzkx8RMQggIiIrY0mAKQwCiIjIuthjoCnMDiAiIrIplgQQEZFlaZpLTWZeb2cMAoiIyLpQp2+mSF+zd3UAgwAiIrIudRFnEBAstgkgIiKyKZYEEIVqiF0OzUtU/NDjn8NEvb7GNgFERETWxOoAU1gdQEREZFMsCSAiIsvSXC7RTFQHaKwOICIisihWB5jC6gAiIiKbYkkAERFZFzoKcrAkIOJKAubPny/XXHONxMfHS6tWrWTPnj3h+iii8IxKVtgUjtcRUfDUMeYyMWliZ2EJAlatWiVjx46VSZMmyeeffy7NmjWTbt26yfnz58PxcURERBQpQcCsWbNk8ODB8tBDD0njxo1l0aJFUrZsWXnzzTfD8XFERGRTmkszPdlZyIOAnJwc2b9/vyQnJ//vQ5xO9TglJeWq5bOzsyUzM9NrIiIiKhJTVQGuoHsMLC1V3iEPAr7//nvJz8+X6tWrez2Px+np6VctP3XqVKlQoYJ7ql27dqhXiYiISqmSKAkoTVXeJZ4iOH78eLlw4YJ7SktLK+lVIiIiskWVd8hTBKtWrSpRUVFy7tw5r+fxOCkp6arl4+Li1KTTfmmpmSe5pvp/ICKikqHO3x7n87B+lpZtahCgvF/WtWBVdMFrU8Eqb9zAFqXK23ZBQGxsrLRo0UK2bt0qvXv3Vs+5XC71eMSIEX5ff/HiRfV3l3wU6lUjIqJihPM5qnnDAdca3FjuSjd/rShXrtxVVdEo6p88eXJAVd5Hjx4VqwlLZ0GoKxk4cKC0bNlSbr31VpkzZ45cvnxZFZ34U7NmTVUlUL58eXE4HCo6w4+D5xITE8OxupbG7eMft5Exbh//uI0C2z4oAUAAgPN5uKBB3smTJ9WduVmapqnrjafCSgFKo7AEAf369ZPvvvtOJk6cqBoDNm/eXDZu3HhV5FQYFKvUqlXrquexY/Hg843bxz9uI2PcPv5xGxV9+4SrBKBgIICpOFUNsMrbtg0DUfR/6tQplQK4e/dulUJBRERkZbEeVd46vcq7TZs2YjUcO4CIiKiYqrwjTcQHAaiXQQMNu9TPBIrbxz9uI2PcPv5xGxmz2/bpZ6LKO9I4tOLI4SAiIqKIU+KdBREREVHJYBBARERkUwwCiIiIbIpBABERkU0xCCAiIrKpiA4CSst4zaGwc+dO6dmzp+qGE91brlu3zms+kjyQrlKjRg0pU6aMGszi+PHjYhcYkvqWW25R3U1Xq1ZNjVtx7Ngxr2WysrJk+PDhUqVKFdVXeN++fa/q9as0W7hwodx4443uXt3QscnHH3/snm/37VPQtGnT1LE2evRo93N230boSx/bxHNq2LChe77dt48VRWwQUJrGaw4FdESBbYDAqDDTp0+XefPmqSEt0UNjQkKC2l44KO1gx44d6uSTmpoqW7ZskdzcXOnatavabroxY8bI+vXrZc2aNWr5M2fOSJ8+fcQu0B03LmwYAW3fvn3SuXNn6dWrlxw+fFjNt/v28bR3715ZvHixCpo8cRuJ3HDDDXL27Fn3tGvXLvc8bh8L0iLUrbfeqg0fPtz9OD8/X6tZs6Y2depUze7ws61du9b92OVyaUlJSdqMGTPcz2VkZGhxcXHau+++q9nR+fPn1XbasWOHe3vExMRoa9ascS/z1VdfqWVSUlI0u6pUqZL2xhtvcPt4uHjxola/fn1ty5Yt2m233aaNGjVKPc9tpGmTJk3SmjVrVug8bh9risiSAH28ZhRpl4bxmsMNI2mh1yrP7YXBO1CFYtftdeHCBfW3cuXK6i/2J5QOeG4jFGPWqVPHltsIQ6GuXLlSlZSgWoDb539QotSjRw+vbQHcRj9DNSOqJa+99loZMGCAnD59Wj3P7WNNEdltcGkbrzncEABAYdtLn2cnGMwD9bjt2rWTJk2aqOewHTDwR8WKFW29jQ4ePKgu+qgmQp3t2rVrpXHjxnLgwAFuHxEVGKH6EdUBBXEfEnVjsXz5cmnQoIGqCnjuueekQ4cOcujQIW4fi4rIIIDI7J0cTkqedZX0M5y8ccFHSclf//pXNQgK6m5JJC0tTUaNGqXalBT38LRW0b17d/e/0V4CQUHdunVl9erVqkEyWU9EVgeUtvGaw03fJtxePw9hvWHDBvnkk09UQzgdtgOqmTIyMmy9jXCndt1116mhUJFRgcamc+fO5fb5pTgbDY9vvvlmiY6OVhMCJDS4xb9xR2v3bVQQ7vqvv/56OXHiBPchi4rIIKC0jdccbvXq1VMHmef2yszMVFkCdtleaC+JAADF29u2bVPbxBP2p5iYGK9thBRC1GfaZRsVBsdVdnY2t4+IdOnSRVWXoKREnzBULOq99X/bfRsVdOnSJfnmm29UajL3IYvSItTKlStV6/bly5drR44c0YYMGaJVrFhRS09P1+wILZa/+OILNeFnmzVrlvr3qVOn1Pxp06ap7fP+++9rX375pdarVy+tXr162pUrVzQ7GDZsmFahQgVt+/bt2tmzZ93TTz/95F5m6NChWp06dbRt27Zp+/bt09q0aaMmu3jqqadUtsTJkyfVPoLHDodD27x5s5pv9+1TGM/sALD7NnrsscfUMYZ96NNPP9WSk5O1qlWrqmwcsPv2saKIDQLg1VdfVTtUbGysShlMTU3V7OqTTz5RF/+C08CBA91pgs8++6xWvXp1FTx16dJFO3bsmGYXhW0bTMuWLXMvg4Do0UcfVWlxZcuW1e6++24VKNjFww8/rNWtW1cdT7/61a/UPqIHAGD37VOUIMDu26hfv35ajRo11D7061//Wj0+ceKEe77dt48VOfC/ki6NICIiouIXkW0CiIiIKPwYBBAREdkUgwAiIiKbYhBARERkUwwCiIiIbIpBABERkU0xCCAiIrIpBgFEREQ2xSCAiIjIphgEEBER2RSDACIiIrGn/wcWRtiijbM2GwAAAABJRU5ErkJggg==”, “text/plain”: [

“<Figure size 640x480 with 2 Axes>”

]

}, “metadata”: {}, “output_type”: “display_data”

}

], “outputs”: [], “source”: [

“n”, “#In real observations, exposures are typically broken into a sequence of short frames (e.g., 100s per frame) to reduce the impact of cosmic ray hits.n”, “#However, for simplicity in this example, we’ll simulate a single long exposure (10000s) here.n”, “exptime = 10000n”, “sim_scene = detector.generate_detector_image(sim_scene,exptime)n”, “image_tot_corgi_sub= sim_scene.image_on_detector.data”

]

}, {

“cell_type”: “code”, “execution_count”: 18, “metadata”: {}, “outputs”: [

{
“data”: {
“text/plain”: [

“<matplotlib.colorbar.Colorbar at 0x14f18fbf0>”

]

}, “execution_count”: 18, “metadata”: {}, “output_type”: “execute_result”

}, {

“data”: {

“image/png”: 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”, “image/png”: 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”, “text/plain”: [

“<Figure size 640x480 with 2 Axes>”

]

}, “metadata”: {}, “output_type”: “display_data”

}

], “source”: [

“plt.imshow(image_tot_corgi_sub,origin=’lower’)n”, “plt.title(‘Combined Image with detector noise, CorgiSim’)n”, “n”, “co = plt.colorbar(shrink=0.7)”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“We’re not done yet! To complete the simulation, we need to generate a Level 1 (L1) data product — a full-frame EMCCD image.n”, “n”, “This requires placing the subframe we just simulated onto the full Roman EMCCD frame. n”, “You can do this by setting the keyword full_frame=True in the detector call.n”, “n”, “- loc_x and loc_y specify the center position (in pixels) where the subframe should be placed on the full EMCCD frame.n”

]

}, {

“cell_type”: “code”, “execution_count”: 19, “metadata”: {}, “outputs”: [], “source”: [

“n”, “sim_scene = detector.generate_detector_image(sim_scene,exptime,full_frame=True,loc_x=300, loc_y=300)n”, “image_tot_corgi_full = sim_scene.image_on_detector[1].data”

]

}, {

“cell_type”: “code”, “execution_count”: 20, “metadata”: {}, “outputs”: [

{
“data”: {

“image/png”: 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”, “image/png”: 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”, “text/plain”: [

“<Figure size 640x480 with 2 Axes>”

]

}, “metadata”: {}, “output_type”: “display_data”

}

], “source”: [

“plt.imshow(image_tot_corgi_full,origin=’lower’)n”, “plt.title(‘Combined Image full frame, CorgiSim’)n”, “n”, “co = plt.colorbar(shrink=0.7)”

]

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: [

“Now, let’s save the simulated images as FITS files using the function ` .save_hdu_to_fits()` from `outputs.py`. n”, “This function accepts the following inputs:n”, “- hdul (astropy.io.fits.HDUList): The HDUList object to be saved.n”, “- outdir (str, optional): Output directory. Defaults to the current working directory.n”, “- overwrite (bool): If True, overwrite the file if it already exists. Default is True.n”, “- write_as_L1 (bool): If True, it will save final L1 product, the file will be named according to the L1 naming convention. n”, “- filename (str, optional): Name of the output FITS file (without ".fits" extension). n”, “ Required if write_as_L1 is False.n”, “n”, “The function can save two types of FITS products:n”, “n”, “- When write_as_L1=True, it saves a final L1 product with an automatically generated filename following the L1 naming convention.n”, “The header follows the formal L1 structure from corgidrp, and additional simulation-specific comments are added to the primary HDU to track the simulation setup.n”, “n”, “- When write_as_L1=False, it saves intermediate products (e.g., host_star_image, point_source_image).n”, “In this case, you must manually provide a filename, and the header will not strictly adhere to the default DRP L1 format.”

]

}, {

“cell_type”: “code”, “execution_count”: 22, “metadata”: {}, “outputs”: [

{

“name”: “stdout”, “output_type”: “stream”, “text”: [

“Saved FITS file to: /Users/jingwenzhang/Desktop/corgisim/examples/host_star_image.fitsn”, “Saved FITS file to: /Users/jingwenzhang/Desktop/corgisim/examples/cgi_0200001001001001001_20260619t1236590_l1_.fitsn”

]

}, {

“data”: {
“text/plain”: [

“’/Users/jingwenzhang/Desktop/corgisim/examples/cgi_0200001001001001001_20260619t1236590_l1_.fits’”

]

}, “execution_count”: 21, “metadata”: {}, “output_type”: “execute_result”

}

], “source”: [

“##you can set your output path heren”, “## If outdir is None, the output fits files will be saved in the current working directory.n”, “outdir = Nonen”, “### save intemediate productsn”, “outputs.save_hdu_to_fits(sim_scene.host_star_image, outdir = outdir, filename=’host_star_image.fits’, write_as_L1=False,overwrite=True)n”, “n”, “### save final L1 producrn”, “outputs.save_hdu_to_fits(sim_scene.image_on_detector, outdir = outdir, write_as_L1=True)n”, “ n”

]

}, {

“cell_type”: “code”, “execution_count”: null, “metadata”: {}, “outputs”: [], “source”: []

}, {

“cell_type”: “markdown”, “metadata”: {}, “source”: []

}

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