{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Simulate and Plot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Import and Setting the Verbosity Level" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We first import the `andes` library and the `get_case` function that for loading test cases shipped with ANDES." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:50.990637Z", "iopub.status.busy": "2021-09-26T22:41:50.990262Z", "iopub.status.idle": "2021-09-26T22:41:51.746010Z", "shell.execute_reply": "2021-09-26T22:41:51.746242Z" } }, "outputs": [], "source": [ "import andes\n", "\n", "from andes.utils.paths import get_case" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can configure the verbosity level for logging (output messages) by passing a verbosity level (10-DEBUG, 20-INFO, 30-WARNING, 40-ERROR, 50-CRITICAL) to the `stream_level` argument of `andes.main.config_logger()`. Verbose level 10 is useful for getting debug output.\n", "\n", "The logging level can be altered (as of v1.4.3) by calling ``config_logger`` again with new ``stream_level`` and ``file_level``." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:51.749684Z", "iopub.status.busy": "2021-09-26T22:41:51.749364Z", "iopub.status.idle": "2021-09-26T22:41:51.751471Z", "shell.execute_reply": "2021-09-26T22:41:51.751673Z" } }, "outputs": [], "source": [ "andes.config_logger(stream_level=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the above ``andes.config_logger()`` is a shorthand to ``andes.main.config_logger()``." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If this step is omitted, the default `INFO` level (`stream_level=20`) will be used." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Run Time-Domain Simulation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Run power flow by default" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`get_case` takes a relative path to `ANDES_ROOT/andes/cases` and returns the full path, where `ANDES_ROOT` is the root folder of ANDES.\n", "\n", "`andes.run` is the entrypoint function for loading files and running routines. It runs power flow by default and returns a `System` object." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note: if `default_config=True`, the default concif will be used. To use your own config, remove `default_config=True`.\n", "\n", "See the tutorial for saving and editing ANDES config. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:51.754326Z", "iopub.status.busy": "2021-09-26T22:41:51.754057Z", "iopub.status.idle": "2021-09-26T22:41:52.436905Z", "shell.execute_reply": "2021-09-26T22:41:52.435959Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Working directory: \"/home/hacui/repos/andes/examples\"\n", "> Loaded generated Python code in \"/home/hacui/.andes/pycode\".\n", "Parsing input file \"/home/hacui/repos/andes/andes/cases/kundur/kundur_full.xlsx\"...\n", "Input file parsed in 0.2775 seconds.\n", "System internal structure set up in 0.0322 seconds.\n", "-> System connectivity check results:\n", " No islanded bus detected.\n", " System is interconnected.\n", " Each island has a slack bus correctly defined and enabled.\n", "\n", "-> Power flow calculation\n", " Numba: Off\n", " Sparse solver: KLU\n", " Solution method: NR method\n", "Power flow initialized in 0.0039 seconds.\n", "0: |F(x)| = 14.9282832\n", "1: |F(x)| = 3.608627841\n", "2: |F(x)| = 0.1701107882\n", "3: |F(x)| = 0.002038626956\n", "4: |F(x)| = 3.745104027e-07\n", "Converged in 5 iterations in 0.0084 seconds.\n", "Report saved to \"kundur_full_out.txt\" in 0.0020 seconds.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "-> Single process finished in 0.5018 seconds.\n" ] } ], "source": [ "ss = andes.run(get_case('kundur/kundur_full.xlsx'), default_config=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Run time-domain simulation \n", "Run TDS by calling `TDS.run()` on the system. Note that the call must follow the power flow immediately.\n", "\n", "The default simulation is for 20 seconds. To change if, change ``config.tf`` to the desired value." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:52.441098Z", "iopub.status.busy": "2021-09-26T22:41:52.440683Z", "iopub.status.idle": "2021-09-26T22:41:52.443573Z", "shell.execute_reply": "2021-09-26T22:41:52.443914Z" } }, "outputs": [], "source": [ "ss.TDS.config.tf = 10 # simulate for 10 seconds" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:52.448075Z", "iopub.status.busy": "2021-09-26T22:41:52.447626Z", "iopub.status.idle": "2021-09-26T22:41:53.537261Z", "shell.execute_reply": "2021-09-26T22:41:53.537930Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\n", "-> Time Domain Simulation Summary:\n", "Sparse Solver: KLU\n", "Simulation time: 0.0-10 s.\n", "Fixed step size: h=33.33 ms. Shrink if not converged.\n", "Initialization for dynamics completed in 0.0490 seconds.\n", "Initialization was successful.\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "1d49235e5c0c49c6a0e4b96537a44e9c", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/100 [00:00: Line.Line_8 status changed to 0 at t=2.0 sec.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Simulation completed in 0.5985 seconds.\n", "Outputs to \"kundur_full_out.lst\" and \"kundur_full_out.npz\".\n", "Outputs written in 0.0104 seconds.\n" ] }, { "data": { "text/plain": [ "True" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ss.TDS.run()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To check if all operations completed successfully, check `ss.exit_code`. `exit_code == 0` means that all operations were successful. \n", "\n", "If not zero, `exit_code` indicates the number of errors caught. One will need to check output messages for errors." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:53.541525Z", "iopub.status.busy": "2021-09-26T22:41:53.540627Z", "iopub.status.idle": "2021-09-26T22:41:53.547697Z", "shell.execute_reply": "2021-09-26T22:41:53.548290Z" } }, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ss.exit_code" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Export and Plot Results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you are using ANDES interactively from Jupyter Notebook or IPython, at the end of a time-domain simulation. a plotter object `ss.TDS.plt` will automatically be created.\n", "\n", "To check if that has been created successfully (in case the detection of an interactive environment fails), check the type of `ss.TDS.plt`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:53.552623Z", "iopub.status.busy": "2021-09-26T22:41:53.551831Z", "iopub.status.idle": "2021-09-26T22:41:53.558049Z", "shell.execute_reply": "2021-09-26T22:41:53.558644Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ss.TDS.plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If `ss.TDS.plt` is None, it can be manually loaded with `ss.TDS.load_plotter()`. Otherwise, `load_plotter()` can be safely skipped." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:53.564755Z", "iopub.status.busy": "2021-09-26T22:41:53.561054Z", "iopub.status.idle": "2021-09-26T22:41:53.568327Z", "shell.execute_reply": "2021-09-26T22:41:53.568876Z" } }, "outputs": [], "source": [ "ss.TDS.load_plotter()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Exporting simulation data to csv" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To export simulation results to a CSV file, one can use `ss.TDS.plt.export_csv()`, which takes an optional argument of the file name. \n", "\n", "If not provided, a default file name will be assigned." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:53.571748Z", "iopub.status.busy": "2021-09-26T22:41:53.571326Z", "iopub.status.idle": "2021-09-26T22:41:53.708530Z", "shell.execute_reply": "2021-09-26T22:41:53.709134Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "CSV data saved to \"/home/hacui/repos/andes/examples/kundur_full_out.csv\".\n" ] } ], "source": [ "ss.TDS.plt.export_csv()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Index-based Plotting" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`plotter.plot()` is the entry point for plotting. It is the backend of the command-line `andes plot`. \n", "\n", "\n", "Before plotting, open the `kundur_full_out.lst` to find the indices (first column) for the variables to plot.\n", "\n", "For example, if we want to plot all generator speed, which is the `omega` variable of `GENROU`. \n", "By inspect, we found the indices as `5, 6, 7, 8`. \n", "\n", "Pass them in a tuple or a list to `ss.TDS.plt.plot`." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:53.713303Z", "iopub.status.busy": "2021-09-26T22:41:53.711242Z", "iopub.status.idle": "2021-09-26T22:41:54.460218Z", "shell.execute_reply": "2021-09-26T22:41:54.460735Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = ss.TDS.plt.plot((5, 6, 7, 8))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`plot()` returns a figure object and an axis object." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Find index by variable name" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`plotter.find()` is a method for finding indices based on variable name.\n", "\n", "The first argument is the pattern to find. An optional argument `exclude` is the pattern to exclude. Regular expression is supported for both." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:54.466707Z", "iopub.status.busy": "2021-09-26T22:41:54.466216Z", "iopub.status.idle": "2021-09-26T22:41:54.468849Z", "shell.execute_reply": "2021-09-26T22:41:54.469335Z" } }, "outputs": [ { "data": { "text/plain": [ "([5, 6, 7, 8],\n", " ['omega GENROU 1', 'omega GENROU 2', 'omega GENROU 3', 'omega GENROU 4'])" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ss.TDS.plt.find('omega')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:54.471917Z", "iopub.status.busy": "2021-09-26T22:41:54.471405Z", "iopub.status.idle": "2021-09-26T22:41:55.362386Z", "shell.execute_reply": "2021-09-26T22:41:55.363012Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = ss.TDS.plotter.plot(ss.TDS.plotter.find('omega')[0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting by variable" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looking up indices from the `lst` file can be tedious. \n", "\n", "Instead, one can pass a a variable in a model to `ss.TDS.plt.plot`. For example, to plot `ss.GENROU.omega`, do" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:55.366741Z", "iopub.status.busy": "2021-09-26T22:41:55.365472Z", "iopub.status.idle": "2021-09-26T22:41:55.679939Z", "shell.execute_reply": "2021-09-26T22:41:55.680498Z" } }, "outputs": [ { "data": { "image/png": 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bXp7L7fbvTX+nFeXmHf9nrQdRaUcWO/MjDXMP12zDAlqtttZAUjlxY23nQN15u6qPqsrTh5QHl7qU5/GaNm0aiYm13w/OysqqGO3ExMQwceLEiv431C+1Wk1CQkKzAk7lc5csWdJg6hhrkhvzSpeENqMAG0WhW8lxOJoKvadapd1+o67FuHsuhYlbcO4xDoCiGVP4TBXNqs5XN6lNRVGI3h9Nbq87CJ39ECp7e6v0tV2zdag9qNg5mb6qs3epvR2HOhZvOTZtW6+EhISKHFblgaU8GNQ18ioPDtWzLVcewWk0mop2vLy8KvJvVX7zr23kEhYWxpIlS4iIiGDYsGE1ru3l5VURHENDQ/H09KzI41XeVl1ZoHU6XZVA3ZysyREREXz22WcXdeQl9zaULomjabn09HdDdWAJJP5ltXY7e7vzvsvjbMs0vdmVJSezNWEZfYNH4m7f9H0KQ7uE8te5v3CbMAHs7KzVXakVi4uLq3hzrysAwL+jst27q+7lEBYWxq5du4iKiqp1NFdep1xdU3jl04flGZLro9FoKoKuWq0mJCSk1vtQcXFxVQKcRqOpdUWhJQEtNjaW22+/nZCQkIuaUVkGL+mSOJqWRx9/Nzi9BYLGWLVtx/43su6MACHI37QZ/Y9LmdB1QrPavKrzVWxP3U5B0hlOXDkWY0nLLwKQLr7yAJGQkMCSJUsqAsGCBQtqTP9Vtm7dOsLDw2t9864r6FUWHR1dZdRSOWiUTx9WXsYO1HotLy+vip9Bq9USExPDggULatSLjIysMsWnVqsJCwurEuh0Ol29CzaAimnH8uB8MRdsyGlD6ZI4lpbH+G5OcPAQdB5p1bav7ulN0PfXY0yORX37dBwGK1zTuXkLQnqoe+Dp4Em8OM3ImF9Q5NThZSk4OBhPT09CQ0NZv349EyZMQKfTNXgvR6PREB8fz4IFCwgODq540w8PD68IgFqtlqioKLRaLdHR0Xh5eZGVlUV8fDzR0dEIIUhISCAiIgK1Wk1kZGRFQAsLC2PdunUV19NqtSxZsgSNRkN0dHTFNGRkZCQRERHExsZWTB+uX7+ehQsXVgSYhIQEoqKiakzxxcTEVDwDVt7/yiPD6rRaLUOGDKkybTpv3rx6z7Emmc9LuiTGvL2BRdd3ZFjKDzDpDau2XWYwsva16xncUYNL0PV4XHutVdp9a8dbGIwGXhz6PPqMDOw6WZ4/TJKk2sl8XlKbkVNURrKuiOBuwVYPXAB2NipSOk5AOfIPqzZGs/TEUqu0e3Xg1fyd9De5a9eR8vx8q7QpSVLTyOAlXXTHz+fh6+aA1z8vw6m69yJsjg5XTEHtdZ6rn3qZsYFjrdLmUP+h3Nz9ZhwmjKPL119ZpU1JkppGBi/pojtxPp9evi6w70ewb5lUIyNUhbyXcD3CsWuTHkyujb2NPY8NfgxHR1dKT5+h5ORJq7QrSVLjyeAlXXTajHyGuuugrBj8BrTINbz9vMjS5PDGn49Ytd2E8wk8EvcIeWv+JH/zZqu2LUmS5eRqQ+miS8zI5z730+DXD2xbZtWeQ7du7ArJ4fmzh0zbTznXv+TXUsHqYGZfMRvv0MFWaU+SpKaRIy/potNeKMBZM7pFFmsAlJ49y7GbbyTXkI5PkQ/G42us1raHgwcDfQaSV5qHbtkySuWqV0m6JGTwki6qEr2Bc1mFBHbrbvWHk8vZentzfOYoBvkPYRfDydm7wqrtf7z3YxbuWkhpohbDhQtWbVuSJMvI4CVdVGcyC3G0U+H/eQhkHGuZiygKf3olMS5wLLqu13Ky1DpThuWG+A1hW8o2fOY+jdOgQVZtW5Iky8jgJV1Uien5jPLKRynMBM8gq7dvLC7m+OgxnDy6nXGB4+h1xQheK5lh1WuE+IagK9GhPbOXtNffoC0+6C9ZX3vNpJyQkEBsbGy99VpEUzJYXuovmUm57fpw/XHxRdS7Qiy+ssWucfpEgpgTN0cYjUaRkVcsHv7PyyJ/zZtWvcZDax4SP+z9Wpx/5/+EobjYqm1LbU97zKQshBBqtbri+9acSVmSmk2bUcAA1WnoNKhF2i9JTKRz5758NOEjFEXB29UBH29vVAlfgRVHSKM6jWLrhV34PjMXlYPl+aKky1N7zKQMcOrUqYrvs7Kyak3b0lJk8JIuqsSMfNJDnoIJr7RI+6kvvMjXP8zjfMH5ijLvfteY0sin7LHadUZ3Gs2utF1kr1tLxkcfW63d9qLUUEp+aX6tX8X6YgCK9cWUGkoBKCwrrLN+maGsoo7eqAeocry8DUvJTMqWK9+Ut3x3+Yu1KS/I57yki0gIgTYjn9526eDUpUWu0emHb8jfsxg3e7eKsqv6BPDX1oFce+R3VAG151VqrB6ePejq3pVsbwf8XOQzX431+YHPWbxvca3Hbu1xK6+OfpUFOxfg5+zHo4Me5emNT7M1ZWut9V8Z9Qq39byNO3+/k+eGPceYgDGExoZSUFYAwCMDH+HRQY9a1C+ZSbnxEhIS0Gq1BAcHN6udRmvKXOOl/pL3vNqm8zlFYvTzXwvjK55ClBZavf2C3btFcbV7DkIIYTAYxS2vfiX27N9n9WtKTVOiLxF5JXm1fhWVFQkhhCgqKxIl+hIhhBAFpQV11i/Vl1bUKTOUCSFElePlbVii8n2l+Pj4KveFqt9zKpeYmCgAkZ2dXaOt8q/ydqrfW6rcZvn9svj4+CpthYWFiXnz5ll0z0utVle0k52dXWu/ygFVrln5/lVDP3Ntqt9vsxTynpfU2iVmFDDONRnFp3ftqd6bqWDbdr799b9sSqq62a9KpRDUexAbzuqhJM9q1ztfcJ6fj/5M8rPPkbt2rdXabQ/sbexxtXet9cvR1hEAR1tH7G1MO7A42znXWd/Oxq6ijq3KNJlU+Xh5G40lMynXn0k5Nja2ylRq9fttLU0GL+miSczIZ6RTEnQc2CLtuz78AJ/6HybQrWZqoPG9fBm35xnY84PVricQHM06itd99+Fcy30Fqe2RmZQtz6Ss0Wiq3M/btWtXvb8ja5P3vKSLRptRwGSHEug0wuptF+zYycHjm/Bx9iHIPajG8XE9fHi/eAADDq3EYeTDVrmmv4s/r4x+BQBR2rhFAVLrJDMpW55JuXzRR+WgWr4A5WKQmZSli+beL3cS2tePu0d2tXrb+Zs2s3THl5y9MpgXRr5Qa51HP1rKR5mzUM07CU6eVrnu+jPrOZ98nJBHo+m5dQsq55ZJ8SJJlyuZSVlq9VIvZDFC9wcYDVZv2+XKMfzQLaXexJP9+g1Aa98Lzh+22nWNGIlJX4Nm1SoUJ+vfx5MkqXYNBi9FUdSKooQqilL/uNlUV6Moymxz/XkNlZuPRSmKEma+TqSiKM1btym1SnqDEdec4wTvjQTFup+Zig4c4PgLz5JRmMEw/7ofkhzfy5ebil6iJHCk1a493H842txT5LgpGDIzrdauJEn1s+SeV/mdaEuCSpQQYiJUBL3ZQojoesrLxQBaIFwI0byn5qRWKUVXTE/lHIpfX1AUq7Zt6+XFcY0DozqNwsm27tFPn45ueDgopP7+NkHXPW2VLM4eDh709urNsU/fpVumigDzPnb1KS4z8PXW06w9lEZBiYH+AR48Oj6YYB/XZvdHktqLBj8CCyHigN0N1VMUJRRTACqXAEyrq7zS63VCCEUIEWy+lnQZOpNVwBDHVFR+/azetm2nTkx98A3evPLNeuspisLYnh1xO/wznLBejq8RHUewboQ9nSIjG6x7JrOAKR9sYtX+FGYM78Jzk3thb6tw/QebWX0g1Wp9kqTLnTXnbzSArtLrLHNZXeUV55mnDcOqTymWUxRlrqIoSeVf+fn5Vuy2dDGczSpE79oRuo2zartl589zfGIoe5N24eHg0WD98X38WGkcjTj4q9X6MLLjSLZe2EXxocMY8up+juxMZgHTo7ZxdU9flj06hmlDOxPa148Ft17BxzMH82zMPuIOn6/zfEmS/mXN4KWupcyrnvJy0UKIWCFELICiKLOrVxZCvCuECCz/cnWV0yttzdnMQg4H3Qt9rrdqu7aenujm3UvM6WUW1b+qpw9Likcgjq+F4hyr9GGw72AyizI5+9arlByrPUdZQYmeh77dzXX9O/LS9X2wtan6X++a3n68fdsVPBOzj6TsQqv0S5IuZ9YMXjqqBiqvBsoBEELoKr2sPqUoXSYy0tO4/cJHYDRatV1jcTEjJt3DgrE1H8SsjZO9Dd16D2RT50fAvKFrcznZOvHl5C/p+u23dT6s/NLyg3RwceDFqX1Q6rjnd+PATlzX35+Xlh20Sr8k6XJmzeClpWpgUmO6V1ZXOZauYpTaPtsLhwnO+gdU1vsnJ/R6TkyYwOcrX21UQshr+3fkzexrwMl6GZYH+gwkLz2ZvNq24jl8nnWHz/Pe7YP+HXEJAQZ9jboR1/Ym4ayOv46mW61vknQ5asw7ibp6QeVl7ebFFpXraICYusrN32uBJZWOhVQ6Jl0mhBB45B7H4N3bqu0qtrbs/Tic7XZn6xzN1Oaa3r5kZF5A/399oOCCVfpyOPMwjy27j+zYX6sE0uIyAy8vP8hLU/rgn7wGvpoK+RmQpYUFgbDkLkjdV1Hf08Wep0N7sOCPIxiNbW8DAUm6WCx5zisUmA94mZ/VqrzYIsp8vFx4+fNcgFel5fC1lpuXxevMx2aby6pu4CW1eZkFpXQznsUhwLorDYuPHmVt0nomBk1q1HmuDrYM7dmVdBt/OGCdz0q9vXrz1UNr6PLp4iqB9Outp9E45TPtyGOweh70ngq29uAZBLP/Ao8u8OW1sP3TinPuGN4FXWEZcUfk4o22RKfTERERQXR0NLGxscTGxqLT6VhofnxCq9USHh6Op6cn0dHRFV/h4eEMGTIEMG3dVF6n8ia3cXFxDBkyhIiICHQ6XUVbiqIQHR3NwoULWbhwYa2JJ8v7EBcXR1xcXMUWUOWqt1XXNRsSHh7e1F9d0zRlK/pL/SVTorQt8WeyxHOvvSbEuV1WbfforHvFrBeuELpiXaPP/S3hnHgn8r9CfDxSCKPRKv1JyUsRh1d+L/K37xBCCJFdUCIG/PdPcTr2P0LEzhKiOLf2E8/tFuLk+ipF0X8nips+2iyMVuqb1LKys7OFRqOpSDFSrnqakOopUcpFRkZWqRMVFVWjniUpUapfLzExUYSGhta4XmhoaJV0L3X1KyoqqkZZbWJiYkRISIhFdatDpkSRWquzmYVovSdAoHV3Xl/98EA8QkMtWiJf3YQ+fnybMxBDTgpknrRKfzac28CahCUYsk07gseu/pOxnQRdb3kdbo0GB7faTwwcAsHXwIk42PczADNGdOFkej77kqyzIlJqWdOmTSMiIqLGZreRkZH17sxePgKqvhv79OnTCQkJqXUkVZ/qaUnK+1VdZGRkvRmey9XX93JardainfOtTQYvqcVdSDlNZN7zVl1pmLNtC3s2/8bNPW5p0vnujnYM69mZxYOXg3cPq/RpVMdRfK9JwWHieM5r9xF24BHmdz9rWqRiyT05GztY9TSkHcDVwZZbBgfw/fYzVulba2MsLcVYXGz6vqQEY0mJ6fviYozmHfqNRUX/fl9YWLFzv7GwEFFmWilqLChA6E0LXwz5lb/PRxgMFddqjNjY2BplWq22Su6qynQ6HXFxcUyfPr3W4/UFifJd2GvL91WeBsXSHFkJCQmsW7euYgf88kzNQ2tZAVu+I3xdOcQao65rtDQZvKQWpz9/GC9jllVXGh7aupLOmaaA0VTThwby055MjLu/Ni2iaKZuHt1Q27hx9Lk5KF/fwU7vmwm8psZji3XTXAWjHoNlj4BBz10ju7JyXwq6wssv3UpmVDRpb7wBQMa775Hx7nsApL3xBplRpvsuKc/PJ/uHHwFIevwJdMuXA3D2/gfIW78egFO3307Btu0AaKdOpejAAQBOXnU1peY35vL2LKHVamsNJJUTN9Z2DtSdt6v6qCorK6viPlV9gak8j1d9wS8rK6viXlZUVBQTJ06s6H9D/VKr1c1OHhkXF3dRc3hVJvN5SS3OPvskxepgq7Y57OnXCchPwUZl0+Q2xvf25T9LD5ATH4tnQTpcVesGLxZTFIXhgaPQbtzAedtO9Lmz4e2iahj3LBxeBonr6dVzMn07ubNyf2qLpJG5lDqEz64YifvMfbqi3P/FFys+5HR6ewHYmP5+Az/8AMXW9HbV5asvUexM2ZO7LVmC4uAAgOb331E5mr7v/vdGVOZd/juEW/4BIiEhoSKHVfkbe3kwqGvkVR4cqmdbrjyC02g0Fe14eXlV5N+qHBC1Wm2NABkWFsaSJUuIiIhg2LCam057eXlVBI/Q0FA8PT0r8niVt1VXFmidTlclUNeXNbk+arXaogUd1iZHXlKLcy/Qonj3slp7J/78hdM/fklX9+a9odvZqLhlcABLbK6HHZ9CSTO3HROCER2H879R3uwas5DOHZqwE4ytA8xaDz0nA3Dr4ACWJlx+uetU9vaoHB1N3zs4oDIHIJWjIyp7e9P3Tk7/fu/sjFL5e3PwUrm4VAQ1G9fK37uimANfeRuNFRcXV/HmXlcAgH9HZbt3V90CNiwsjF27dhEVFVXraK68Trm6pvDKpw/LMyTXR6PRVARdtVpNSEhIlezIlX+2ygFOo9HUGoDqC2jlqxZjY2P55Zdf0Ol0tU65thQZvKQWVViq54ui8TgMv9dqbR7OO8m+vKNWaWva0M68d7oLeo8usPuL5jW29QO6xq+ny5kzTN+zsuntOLrDuZ2w7ROuv6ITB5NzOX2hoHl9kyxSHiASEhJYsmRJRSBYsGBBvdNj69atIzw8vNYAYMlihujo6CqjrspBo3z6sPIydqDWa3l5eVX8DFqtlpiYGBYsqLn7TGRkZJXs0Gq1mrCwsCqBTqfT1btgY968ecyePZuwsDBCQ0Mr2rhY5LSh1KLOZRVxzi4Idee+Vmvzpmn/sVpbPf3c6N3Rg3Vdn+W6bo1O5vqvo6sRfy/kW+c3UHcS2HVq5jNtdk6w/lU8+93CVb18WLEvhScmWGdhiVS34OBgPD09CQ0NZf369UyYMAGdTlfljb42Go2G+Ph4FixYQHBwcMWbfnh4eEUA1Gq1REVFodVqiY6OxsvLi6ysLOLj44mOjkYIQUJCAhEREajVaiIjIysCWlhYGOvWrau4nlarZcmSJWg0GqKjoyumISMjI4mIiCA2NrZi+nD9+vUsXLiwYvSXkJBAVFRUjSnKmJiYitFUef8tCUbVf67yvrQ0RTRiW53WIjAwUCQlXX5TKZejv/YcY9TysTjO14JD8zZULjOU8dand3LHKX96vfOhlXoIP+w4w087z7JyzhiUtP3QaVDjGkjZA1/fQPzgN3gkIZCNz12Ns70VPhf+dCd00PCb98N8ueUUqx6vO0u0JLVViqIkCyEa/clRThtKLaow5TDFNq7NDlwAXx/6mkT3Yvxvsu7UxM2DAjibWcje/Xvgy8mQ1siNccuK0I9/kWcOduXpiT1JL0pi5axryf3jj+Z1bOxc2P0VE4LsOZqaJ3ebl6RKZPCSWpQh/RjZzs1fKbc7bTef74vmudDX8Bh7lRV69i8XB1tmjuzKx/uMMOZJiH0ASi24x5STBMfXQNfRfFE6EUc7G6YNCcTLyQtuuRYn85Y/TRY4FO5dgYenDyM0Xqw9JLeLkqRyMnhJLcpRd5Iij+7NauNE9gme+fsZXnYKw2X2y43aQd5S940OYtOJCxzu8TA4d4CVT9Z/woWT8PVUOL6G9NxiPtxwkv/e0A9bGxXu9u7cMPUpbCzYnaBBnUIgaTeT+/qy5lBa89uTpMuEDF5Si1qs3E5ayNMNV6zD9tTtPLjmQWb0nsGUW58jcPHiRu0gbyk/d0fuHNGFd9dr4Y4fYOiDpgO15fw6tBQ+nwB9b4Ip7/D2H0e5qpcPo4I7VFT5dctnHBgW0ujdHWowlMHPM7je9QS7z2STmV/SvPYk6TIhg5fUosp0yfj5+jX+PGMZQgi+OvgVT4Q8QXi/WZQmJmIf2IwVgQ149OrubE28wK50oOsoSN0P7w+EDW/Cwd9MU4QAurNwwyKY+Bq7z+r481AaL0zpU6WtgG79eXu2J9g2c+GGrT0Mvhuvw9/SP8CD9Udkni9JAhm8pBaUk5vLCvEUne0bvn8khCCtwDQttvb0WubEzUFRFD4N/ZSwnmGUJCZybs5jCCtnYq7Mx82Bx67pzotLD1JmMIL/AJjyDmSegG0fwbHVpopjnoR+t1BQoufZmH08MaEHndROVdoa5DuYRKc8TicdaH7HhtwHJ9Zya3dFTh1KkplcKi+1mJMHtuH/6y24/je1zo1pU/NTWaVdxe/a30kvTGfj7Rsp0hdRZizD28m7Sl1hMFTsmtBSygxGrv9gM5P7+zN3Ys866wkheCZmH8nZRfz40EhsVDV/vs+fnkTv0g5c+fFPze/Ymhc4FzCVCT/nsO/lSTjZt+zvQZIuFrlUXmp1CpKPkGzTudbAlVOSw+vbXuf6pdezJ30PD13xEHHT4rC3scfDwaNK4DKWlpL9yy9W3ZW+LnY2KhbdMYgvNmlZX08yyI//OsnWk5m8f8fgWgMXgGrmLcTe6mudjk1+k8B+o/B1c2DHqUzrtClJbZgMXlKLKcpKId255oa8u9N2c+vyW0kpSCHmxhg+Cf2EqZqpONs519qOPj2dgi1bm3//yEJ9OroTGXYFj/+0hz8PplY5ZjAKIv88ymebTvHlfcPw93Css53hQWNJ2b+Nsrw8q/RLWfYodwWc5+/jzd8BX5LaOrk9lNRi1rjdgsrtFqrvC1GoL2T2FbOZ3mu6RSsH7QMDCXx/UYv0sS7XX9EJexsVTy/ZS2x8MuN7+1BQoidmdxIGo+C3R0cT7FP/g9d9vPpw/8oiEkM20Puqm5rfKVt7poh/uO94x+a3JUltnAxeklUIIUAIlEo5u9RJG/HpPbri9Z+n/sTdwZ1xgeMsbrcsJYWMjz6m4xuvV2n7YpjUz5+Nz43nqy2n+ONAGi4ONtw7OojpQztjb9twX2xUNly1ZkedI8pGGzCdzkvuIjX3Os5lFdLZy0rtSlIbJKcNJas4OWECRXv2AKbstgjBrPOv080ht6KOXugxikbet7KxxWnQwIseuMr5uDkw79refD9rBFF3D+WukV0tClzlDFnZbI79wDqd6TIKxc6Z+3y1cupQavdk8JKaLG/9etLfeQeAoB9/xGnwYIqPHEF7400YMs/hQhGegb1JzU/lUOYhrtdcz5UBV1rcvtDrsfXxxrOO9OptQUlaChd++pFifXHzG1Op4K5f8RgwiX9k8JLaORm8pCZz6NUb51GjALDz90dRqXDs04euP3xPUeZpkko64OftxnP/PMfSE0sb3X7O8hUkPfGEtbt9UXkPHMbNv27H0bbuhR2N4tubCf5F7ElMplTf8qsvJam1ksFLajRhNJIXF4ddp464jhlT47idvz/pKelk/eHC0p2LKSgr4Nmhzzb6Oh43XI/fvHnW6PIldeyPJfz665tWa6/7X3OYaLuH+DPZVmtTktqaBoOXoihqRVFCFUWpPxubqa5GUZTZ5vrzGiqv5fwoy7suXSr61FQyv/4aUVL3PnvHfcbwxh2PszjpZ94Y9VqjRx6FCQnodTrsu3RpbncvOZGcyvqEWEoNzdzn0EzpeyPTnRPYdEJOHUrtlyUjr6HmPzX11jKJEkJECyHiAK2iKLMbKK+gKEpYpWtJrZhdQABB33+Pysmpzjr2B3/kvN+v3NPlNpwefIGy843bky9n+QqK9u1rbldbhV4PPsnxQR3YnbbbOg32uZH+hTvZdULuMiO1Xw0GL3PAafB/naIooYC2UlECMK2u8mrnagCdBf2VLrHC+HjSFy1qsN7hjG9QVEU8NPop/F9+CVtfH4uvIYxGOr76Cu4TJzajp62IEDy50YWtR/60Tnt+/TB0Ho0uVYuu0DqjOUlqa6x5z6t6AMoyl9VVXlkI9QRIRVHmKoqSVP6Vn59vlQ5LjWfj6Ylj79711hEGPadVhdzU4V4cbR1xHjYMY34+SY8/gT4rq95z87ds4dxDs1skZ9eloqhUdOrSl61n/mn8owK1NqjgcN9vqHx6szVRbhUltU/WDF7qWsq86ikHKkZscfU1LIR4VwgRWP7l6tr8lPJS4wkhcNBocL/22vrr5Zzj7YwsBnabXFGmcnHBZcxobNzd6w1MzkOH4vPkEy2Ss+tSuuLZ10hzKuXQhUPWabAkn7fsv2DrsRTrtCdJbYw1g5eOqoHKq4HyCkIInRX7IbWQ3N9Xk/TkU/XW2Zu+l3s3R/ClmEpAB4+KckWlwvOOO1BsbUl+6mnyt2ypcl5hwh5S/vMCir09Tldc0RLdv6T0h4/x/F8exJ2t93Oa5exd6Fewk9ITG6zTniS1MdYMXlqqBiY1pqnAusoxrzzUmBdrTAfU5u+lVsj16qvxeWxOvXX6dujL7EHzeKvkDgI9a1/Q4XXXTJwGDMBYXIz21lsxlpZi36UzbqETLrsRVzlbP1/6TLqdm7vfbJ0GFQWbfjcyrGgzZzMLm9SEKC29rKZnpfalMcFLXb3AvNACqFjYUbmOBoipq9x8zkLzKsRYTFOHOvP3UisjSktBX4ZDjx511tmeup2s4iw0RzYz3Xk3Lg61b53pPGwYNu7uoFLhM2cOGAzYenvjds01LdX9S87O15ce0+4jwDWA/FLr3LO1638Tk233sPlE4xNUitJSjg0fgT4tDWNBARkffYyxqMgq/ZKki8GS57xCgfmAl/lZrcqLLaLMx8uFlz/PBXgJIaIbKC+/hgYIxzQKq7GMXrr0ivbt49T02+s8nlOSw7y/53E48zD22nV0dWp4FZzK3h63CRPqXXJ/OUlftIifXrmTmOMNPjJpmc4j2NH9KbafqDvvWHVZ332PLjYWxd6e4NW/Y+vnhyEnB2NRIYq9vXX6JUkXgcykLFnMWFCAysWl1mNv73wbrU5L1MQo8iL78WWHp3nqoYcucg9bt5KTJym0E6i7dLfa9Oies9k89OVWdrw8pc6kmJUV7t6NysUFxz59ahwTpaWkvfEm3o8+gp2/v1X6J0kNkZmUpRZVuGsXip1drcdOZp8k9ngszw9/HsVQimtxKrY+PS9yD1s/h+7dUXcKIiF1N6n5qQ2fYIErjEf4jac5mKSrt172zz+Tv2ULzkOHVgSuMmNZ1Up2dth369ZuRsJS2yaDl9QgQ34+KS+8iLG45s7oQgje3vU203tNR6PWgNHAD15z8PDtfAl62roJIUi89jri/lxstalDm4AQfJUcjuzbVn89d3dUTv/m/9LqtIz5aQwGo4FjWcdYvHcxRfoiOtx/HypXVwq2brVK/ySppcjgJTXIxtWV7mvXmBZZVLPh7AZOZJ/g4YEPmwrsnflWP5FAL/ksXnWKotD1++8YPuEuVmlXWeeBZTtHzvuOxfb46loPGwsLKdGewn3KFOwG9uf1ba+z/ux6NGoNq25ZhUoxvQVsTtnMXX/cxbm8c5SlpJD+f+/W+mFFkloLGbykBuVv2kTJqVO1Hlt2chlPhjyJu70psIkd0UzXfVHnMvn2ztbPj+H6zhTpi4g/H2+VNp2vuImAnASKSg01jhVs28b5N9+k1FDK3I1z2X9hP328TNOGvs6+KIpCL69efH3t14T4hjBrzSx0HRwIio1B5WilNC6S1AJk8JIaVLhzF2XnztV67L3x71V5dqkkaR8lRgj0lCnqa1OWkkLyzHu4LnAiq7SrrNKm94jpRDi9ys7TNbfecpswgcDFn/Dy1pdJL0rn80mf08m1U416dio7XhjxAsP8h/H4hsfRG/WkL1pE7p9W2o9RkqxMBi+pQb7PzMV13LgqZZlFmcz7ex4GYaiYegLQZ5wgw74zTvY2F7ubbYJ9YCA9Nm/i+l43s/b0WqtkWFZsHbi5SyGnE6ru3pH+f/9H0YGDfHnsWxLOJ/DxhI/xcPCooxXTtObLo15GCMEHez7AZeTIWlclSlJrIIOXVK+ig4fQ/fprjXJblS1D/IbgYONQtVynpci928XqXpukz8wi+JyeDk4d2Ji00SptTnQ+weATH1UpswsI5IiSSvT+aBaNX4S3k3eD7djb2BM5LpJjWcewHzYEu86dKUtvXDobSboYZPCS6iVKijEWVt15Ib0wHTuVHbf3rvnQ8uq+71Dq3fdida9NKj6wn9xly5k3bB491HXvWNIYgaOm0Vd/mAvnkwHQZ2fjecft/J63nSdDnqRvB8v/Trp5dCN6UjS2Klt0y5eT+p8XrNJHSbIm+ZCy1GiPxj1KT8+ePDXkqaoH9KW8tPIwzo4OzL9OTjdZwiiMFJYV4mrf/NWZx94YRuGAu+nTcyLnHnkUzbo1qGxNz+Y15aHo/2z6D6N8hjFVMxWV3H1DaiHyIWXJ6oQQpLzwQpVpo60pW9mbsZf7+t1X84QjK7j76KN0los1GpS/eQuFu3bxXvx7LN632CptHu8ygwMZAsc+fSiIfpUH4h5CIJq8m8c9/e5hvGYixoICclassEofJclaZPCS6qbXY9+lKzZuboApmC2KX8TsAbNRO6pr1s9M5LTBRy6Tt4A+LRV9RgazBsyqOYJtIq/R97Bxry0FCQn0Cx7F3KFzqyymaazeXr0pNhRzNHU/uWvXIgw1l+JL0qVS+7bfkgQodnZ4h/+7T/LfSX+TXpjOHb3vqLW+yDzJ4RJfrpcjrwapw/7N/HM29yzJ+cmM6jSqWW0O6epJVvYKNvyxk5G932Ggz8DmdpNtKduIPhbN8g+XozQjEEqStcl/jVKdsr79luyffwZMo65P9n7CA/0fwNG29odX9RknOWHwlyMvC11YvJiCnTs5mnWUV7e9it6ob1Z7DrYqzgz34tWAPeSXWSftyrVB11JYVsimvStIfvY5OfqSWg0ZvKQ6OQ0OwXHAAODfUde0XtPqrH9o0o/scRqFo518xssS9l27YuvpyTVdrsFGsWFl4somt2UsKiLxhhvYqCQxS1dAN9dG3/+ulZ2NHTP6zOCblN9w7NcPoW9egJUka5HBS6qT04D+OPXrB0CIXwiLxi/CybaOUVVpIbqko/h1qPshWKkq9ylTcOjRAxvFhocHPkzU/qiaO71bSHF0ZPMdfdEH+nFTtgH9qc1W6+e0ntM4qDtK2g3DUGzlnQapdZDBS6qVPjubxMnXYiwp4VzuOYxGI4N8B9V9Qtp+hm5+SG4L1UjnHnuM/L/+Ykq3KTjYOLDk6JJGt6HPziZ+y698omxk4dULeNZmPvtFd6v10cPBg1u638KPuz/n5NXj0WdmWq1tSWoqGbykWqmcnfF/9VVUDg4sPbmUH47+UP8JmSdJtwuU97sayfvhR3AeNgwblQ0RwyL4ZO8nZBY1LjhkbP+HE+++ybNDn6WnVw+8egwn4agWrPgM51197mJ1xkbcPlqIjaen1dqVpKaSwUuqlWJnh8vIEQA8EfIEjwx8pP4TMhM5rXSSwauRnPr3A6MRQ34BowNGM7zj8Ebn+ioefQVJz89gWk/T/cixGg9mJMyAlD1W62dn9858MP4D3PteQdnZs1ZrV5KaSgYvqVapL71E5hdf8tuJ39iTvqfh54XKijhU1kk+oNwEyU/PJX/DegDeGPMGDw14CEt3vjn0n6fx0+p4bvi8ioeRx/TqyHr9QEoOWvfB4rGBY9FlJHFq+u3os7Ot2rYkNZYMXlKtfJ95Bucbp/B+wvuUGEoarG+cvIAPCybIkVcTBH78ER433ghQsU3Uw3EPcyTzSL3n5ZTk8LNtArkdqj66EKB2Yo/LlZQdsm7wMhgN3L35EcTKL7CVU4fSJSaDl1SDMBpR7O3ZVnQYRxtHhvsPr/8Eo5H8Hd+g6IvppJbBq7FUTk4U7dtH4a5dANiobJjZZybdPLrVOgIzGA0kJO/EKSOP/76yHv8uNfeRVPUIpbikDApr5vhqKhuVDatuXUVPNw05K62Ti0ySmkque5Vq0KemcnLytaxadA03dr+x4SnD3GTc1j5NB9cf5TNeTVRy8iSiTI/zsGEAjAs05U+bu3EuHg4e3Bh8I54OnhzJOsJ3h7/D7/B55mxzJ/jX32ptb3jvrtx++kPWO3tZtZ+ONo4sPf4jA3/5A9fxV2Pj2rQNhXWFpWw8lsGZzEJ83By4prcv/h4yc7NkORm8pBrsAgII3LiWf/68gceGPtnwCZknKXAOwN/FveU7d5lS33YbYB71qv79sPDY4Mf4bP9nPP3X0+SU5tDVrSs3dr+RGZNn4PCEqs5Nd0cFd6AoM4nc9f+H+4RnrNZPRVFYnrqWwvnXEtyEwGUwCj79O5FP/jqJxseVHr6ubE28wH9XHGTG8C7Mv66PTGQqWaTB4KUoihoYCoQLIereXsFUVwOEAlogRAixsL5y87FQIAvQAMOABUIIXVN+GMk6ytLT2ZK2lc5undGoNQ2fkHmSTIcudPaSizWaoywlhXPhD9P1p5+wcXUBQOOhYcHYBYBpiy5RVkbKs89hM/caVEFBdbbl7mhHz06euG5+AobPBDd/q/Xz5u43s3Lnt0xckYxvxDyLd60vLjPw8PfxnMks5NsHhzOk67+jQm1GPs/F7ue2xVv5ftYIvFxkChapfpbc8xpq/tOCdzGihBDRQog4QKsoyuwGygFihBAJQohYQA3Mt7TzUsvI+uJLMr/4gklBkyw7wcGdAw4hcrFGM9l27Ij/yy+hcqn9Q4CiKCh2driOH49tp04NtndFz+6ccuwLx1ZbtZ+TgiZxvDSJLH0ulFm2I0ip3shD3+4mv1jPisfGVAlcABofV36ePZIgb2dmfr6D/BK5DZVUvwaDlzng7G6onnkEpa1UlABMq6u80uvKOeO9gF0NXUtqWX7zn2fsa4uZ3nO6ZScMvJ0ltjfI3TWaSVEUnIcNo+zsWdIXLUIYjRXHjMXFpL32OgadDvUtN1uUHPLKHj6sKBmMOPK7VfvpYufC2O6hrJqsRrEwSeXrqw6TmV/K1w8Mx83RrtY6djYq3r9jMF4udsyL3Wfx4wJS+2TN1YYaQFfpdflUYF3lAJRPESqKEgJozSMw6RJK3bKBDnZqOjh1sOyEjW9TnHlOjrysRLG1xcbNDUWlomD7Dgrj41Hs7bH18a5yP6whgzqrWaUfQWrHCVbv403db2LvlqWcffTRBusu35vMqv0pRN09BFcHWzi5Hj4YDK94wOu+8Ousirp2Nio+nBHC3rM6ftghH4aW6mbN4KWupcyrnvIK5sClARJra1hRlLmKoiSVf+XnWyfdg1STsaCAtIjn+XDHu5adoC9F/L2Q9JwiOfKyEruAADo8+CAAxUePoM/KQlGp8H7kEWw8LN/42N5WhaZ7b5baTLLqVlEAw/2Hk+vtRPJVvesdIaXlFPPSsoNE3tqPzse+gqJs6DgIro2EJ/fDw5tg9OOmypsXQcoevFzsiQy7grf/OEpSdqFV+y1dPqwZvHRUDVReDZRXqHTPK1hRlBp74wgh3hVCBJZ/uTZxea7UMJWLC4M372TuuBcsO0F3BlR2nDOq6aSWS52trcN99+E+cWKTz5/U14+S+B8h9n4r9gpUiopXJ/6PnjfOrPe+18vLD3Jdbw8mHZwHu76Aggvg0gF6TgLPruDTCzoONAVXox6+mgpHVjG2hw9TBvjz+qrDVu23dPmwZvDSUjUwqTHdK6urHEVRwhRFWVfp2C4gxIp9khop9cBOtv71PfY2Fq72yjxJkVtXfN2ccbCVS5xbm9A+fvyeFYg4sgoKrLsbfIhfCPp/tnLqnntqPf7P8Qz2aFN5o/ANKMyEWXHg3aP2xhQFxj0Lt0bDb7Ph2B/Mu7Y3W09msuXkBav2W7o8NCZ4qasXmJfAAxULOyrX0WBaSVhrufl7baXvwbRUPq4RfZKs7NDfv3Fw5TeWn+DWkWNdZ8j7Xa2Up4s9vkF9SXfvBwetfzv55ZJYTsy7tUZ5mcHIqysP8fS4Tth1CIKZsWDJA9N9rodbo0BR4e3qwOMTuvPW6iNy8YZUQ4PBy7xacD7gpSjK7MoBC4gyHy8Xbq4TCngJIaLrKxdCJABZ5mOzzWXh1vjBpKZZd4VAf88tlp/QaRBbPK6XwasVm9zPj2XiKjhq/S2d3rtuMRP73EDpuXNVyr/Zepphhr1MGzcQbvoIHBox1d/nBug5GU5v5p4BzpzPLSHuSLqVey61dQ0+pGweOcUBEbUcm1jttRaIrqVereXmY3J1YSshhMBh1d8Me/Aty0/6IwLbjP50bmj/Q+mSmdTPnwm/hzDtgedq3nBuJmc7Z3ZGvYrnyXR6LPoYgKyCUnbFxfCx3QfYFkwDj4CmNb77SxxLC3l43Ju8v/44oX18LX4g2lIliYnY+vk1eZsr6dKRG/NKFc7knCb4eD591b0tP+nwCs7nlRIgN+RttTqpnejRyZut+w7DCevPyv/aN4+Vd/07IfNNXDyRtp9iO2VB0wMXwJR3IHk397juIi2nmA1HrTP6yl7yC7pffwUg46OPyIsz/U70F+S9tbZEBi+pQkLGHjaED8HFr+HdGwAoyYe8FHbledKlg1wm35pN7ufPiUPxsHwOGKy7e8UNvW5mz9Zl5CXsJi2nmJ7xr6IKHAaD725ew85eMPVd7Nc9z+OjvHh//Ylm3fsylphS+9gHBeHQvTsAge+9h8dNN2HIy0N7w43os6y3C7/UsmTwkiokbf+L6467WH5C5kmEoweHc+zp2qER50kX3dQBHYlK6opBZQvH/7Rq26M6jqJbUhnHNq3kgw0n2B/0AO7TPzGtIGyuvjfC9G+ZduUVJGUXseVk01ZMGktLOXXTzZScPInLiOE4DRxYcUxRFGzc3Oi2fBm2Xl4y0WYbIYOXVKGroz997LtYfoJ7AOnj38VWZYO/u3zGqzUL8nahf6Ane31vhV2fWbVtG5UN6tun81X3NPQJPzL9hing4m29C3Qbh3PWYZ7pm8tXW041qQmVvT0BH7yPfXBwRdmhzEOcyvm3PTtfX4Rez+nb76Do4KFmd1tqWTJ4SRVumvYCAx953vITXH046nkVgZ5O2KiseyNdsr7bhgTyXtZI6DrG6jtu3NTtepSNm7mh6ADBPi2w+OHUP0xPWcjWE+c5daHA4tOEEKS99hpFBw/h2LMnZ/POskprWnW5PWU7W1O2AvDattf46ehPGFUKQT98j1P/ftb/GSSrksFLAmBv+l5+e2kmxUfqTz1fxfLHcNj7jbzf1UZMvaIju9JVnOj9CBhKrdq2+/YYvAyC1H4ttMfA8HDsRCmvdE7g60aOvhz7D8CuU0eWnljKtJXTOHTBNKp6cMCDzOwzE4CRHUfy/eHvue/P+9C5KpSdP0/S409gLC62+o8iWYcMXhIAHRw74O/TDcXBwfKT0vaTVOxIV5nHq01wd7RjUj9/ft9xCN7tC3lp1mk4NxW3XR9gM+QhRt42q+H6TWFrDxNf51bdN/wRf5ycooZTsZSlp1OWnILHLTcTdfYn/i/+/3h//PtEDK/x1A+TgiYRe2Msnd06c+fvd5JiV4jL2CtRbGW+3tZKBi8JgM7unRn9xBs4aCxJ24Zp2ikzkUOlvjIJZRtyW0gAPx3MRwQOhW0fWaXN3VkOTDX8H3NuehS7xT9xfsVvVmm3ht5TsbvxPbr6+xCz+1yD1fM3bCAz6lM+O/AZscdj+ebabxjVaVSd9Z1snXjzyjeZ2HUiszc8TMnUcRjy8ihLTrbmTyFZiQxeEgCPfhfGkacesfyEvDQoLSA+z1OuNGxDxvbwQQjYHRQOOz+H3NRmtSc2vMmy5bHcMG443q4OLPHVsta5aYsqGqQo0PdGHhlky7JtBzEa679v53nHHey9byRfH/yaT0M/JVgdXG990yUUnh36LCM6juCZjc+Q+fkX6JYus9IPIFmTHBNL5JTksD/vKB7DbrD8JOcOiIc3cfKTZLrKe15tho1K4c4RXfjwqI5v+9wA57ZDv0ZsB1bZ0dUYtn7MPuNCfhprGrE/MPN/uKqcEWVlKHa1J51srqtPvcu5Ymf+PjGS8b18axwXQpD64ot0eHAWR3XHWTB2Ab28elncvqIovDTyJY5lH8N3cm85ddhKyb8ViaNZR3HxDaBT2L2Wn6Qv5oJjEIWlZ+ks83i1KTNHdOWTjYmceOz/6OHv3rRGMhMRS8NZYDeHsLFXmpJMAu727hy6ezq2UyfS646HrNjrf6mufp47E6fw3OaZjO81qWYFoxHbXj0o9HTkac3TTbqGnY0d/b37s+HsBuxyCtF8+w8d33zDogzW9UnWFfHzzrNsOXmB7MIy/NwduLK7N7cP64KPWyPuN0ty2lAyBa/pexzJ/nmJ5SdtfBux5gV83RxwspepUNoSHzcHbhrYic82n4KUPfDdrY3fdeNALEc63kycajQzhld9NvCvO/vyjf9JK/a4moAhGIKuYuDpLzmXVTVZpSgtxZCby1/DnXhj3zvNvlSZsYxSVwcc+/UFfdN3JjEaBR9tOMGE/9vI8fN5zBzRlddu6sfNgwLYcSqL8e9s5Nttp+Xu+Y0gR14SR7KO0D9kME59Blh+UuZJUhyHyinDNuqRq4O59v1NPD52OJ1zU2DjWzDh5YZPNBqgJI/0kCe4Y+NGPpjRD3vbqp+BJ428k7nfzSBn0Hk81H4t0n/HSS/hlvsD328/w/wpfSrK87du5cJHHzM95hemaKY0+zqTgyYDcKbDGdSYgqPSyNFXcZmBx35M4ER6Pktmj2JgZ3WV43cM78KWkxd4NmYf+87lsODWATV+p1JN8jckcSzrGJ2GjcOxb1/LT8o8QaKxI1285GKNtkjj48r1AzrywT9JMO1r2BEFh5fXf5LRAKueguVzeOP3o4zt6cfVtdxz6unZk6dWKWz8s9ZEEtbhP4CA655j2a6TFJcZKortrhzJZw92IrM4Ezd7N6tcqsRQwr1/3MuBB2eSu2ZN487VG3jo291kF5ax4rErTYFLdw62L4atH8HR1VCUzZju3iyfM4bDqbnM/WUvhgYWo0gyeLV7ZcYyTutOEfDYu5QmWbgk2KCHnGQOlfjSRS6Tb7OeDO3Byv0pHCzrCLd9AcnxdVcuzoVf7oEzW9neO4K/jqbz8vV1f9gp/fgVouy3YRTGFui5yciOCmt5hPXbdgNQsH07P//2OqcM6Xg6eFrtOg42DswZPIc3ry3A4bqJDZ9gJoRg/q8HyC0q45s7e+Ox/R3Ql0KxDk79A2e3Qdwr8P1tAPi6OfD9g8M5kprL66sOW63/lysZvNo5G8WGpTctpVPEfGx9LNyPzsYW/pPMvlxXOW3YhnXt4MKDV3bjpeUHMfSYDBNfg/wM+HM+ZBwDoxH0pp3YWfkklBaQe+cfPPPnBZ67thd+9exnGdptEgN3ZbHl2NoW67/i7EWW35XYbH0XgHMHt7Mn/ndeGf0KNirr3oe9tfutKF5qYuPeJ3/TZovO+XLLabZpM/l6fCmun4+GM1ugJA/8B8CMn+COH+CxnXCPecS7NJwOJ2L5+r5hLNubbNGzbO2ZDF7tXF5pHh2cvXEbMwaVpbtr5CRD5knOZBXJraHauDnju5NdUMqnfyeaCvTFUJgJi8fAG77wpemeD9e/h3Hmbzzz+1l6+7tx98iu9bZrb2vP5HR//tj5Q4v23/fGlxlftJ6Dh/bxesddBE2/t1HL4i1lo7Jh/oj5bN7yMxm7Gg5eB5JyeGfNMb4ffR7PZTNh3LNw70pw6VCzsoN5enPAdFj3Ep13vcEHtw/klRWHOJtZWLN+MxmLixu3DVwrJYNXOxdzPIafPnqMc3Mes/ykAzHoNyzgQn6JnDZs45ztbflwRggfbTjJlpMXQN0Zbo2G/yTDnB1wl2m3DOHowWu/H+HE+TzemTbQoozGV3z8JdOvfaZF++/SqS8HOkwm+dlHcNSm8vDAh1vsWoN9B6OeNJlPh9afMqVUb+SZmL3MGR9M8KCrYGYsDJvVcIqYHqEwaz0c/5NxpxZxS0gAz8bua/BhbEsYS0vJXvILQq+n9MwZkp95FoDiY8fI/PKrZrd/Kcjg1c7NGjCLex54F99nGvEmk3kSnXMXXOxt6ODSvOdepEtvQKAHb97Sn9nf7jYFMABbB+gQDM5elBmMvLjsIKsPpPLtAyPwtPDv3NPBE7/FKzh+cFML9h70N7zKj4MLuX3CfJxsWzaj91MhT3E0IY6jj8yqc1n7p38nco1+E48QY8okHTTG8gt4dYP7VkPIPcy/rg9pOcV8tfV0s/utAAWbN6G/cAHHXr0IXv276YAQFQ+Ti1Lrbtbc0mTwaud2pu7EYG+Lg6ab5SdlniRZFUg3HxeLPoFLrd+tIYG8elN/Zn2zm/8uP8jB5BySdUWs2p/CDR9uJv5MNr89OrpR08SKolDQpQMvb3uFUivvYl9OCEHn0lzoMgzfbQ2slrQCfxd/Fs34Ef9JU033BKs5mZ7HPxvXMK/kI2w6D2/aRdw7gm8fXA58xzcDj/DOmmOcbkQamMoKtm8n7a23UOztCfzwQ+z8/QEo1hdjFEYce/fG6+67EGVlaG+5leLDbWehiAxe7VipoZTZ62aT/FA4OStXWn6irSPHjAF0826BvE3SJRM2JJDlj40hu7CM6VHbGPP2Bj5Yf4LbQkzlgU3YSaX7/XP49oE/sFO1zFZRZ/dtoTB8Lg/0vYc+537GcCGxRa5TWTe/Xpy9Mpjdif9UKTcaBW/H/MMXju+jGv8f0zRgc3j3oNvu13my5wXe+L1p96jsg4JwGT6cjMIMFu9dzFs73gLgm0Pf8NKWlwA4nn2cIsoIeO9dHPr0aTMPSsvg1Y6dzT2LvY09mg8X4zr+GstPvGcZO4q7oPGWz3hdbnr6ufHBjMEcfu1aTr55HWufvoqHxmlwsG366r2U+2fx5XdzSSuwUgqWShZc+J6Ti59mzJgxxKmu5PyqN6x+jdqcyjiG48xnKT19uqJs5f4UHLOP49x3Mox+vPkXCboSJr3O7JT/curUCf45nmHxqUWHDpH17bcovt787HuKqUunsv/CfkZ2HAnA/f3vZ96weQB8tv8zrvvtOtbZHEMYjZy9734K9+xpfv9bmNxhox07nXuaINcuoIDKxcJP1dln4NxOtBc6Ma6nFVO9S62OrY11Ptv6zYvgaEo05w9+yX9G/McqbQIUJuzhLf2NqHtfi0pRcSHkSTrE32Fa7u/qY7Xr1OamvtPQrw0FD9NKwaJSA1GrdzBryjTsQgKtd6Fhs1Cl7ueFsjxeW3WYP54ci50lfy9GIwWihKfXPIiuREf0xGgG+Q6qOGxvY4+9jene5cJxC4k7G8dbO95ic/JmIh6ehWO/1p9JusHfgqIoakVRQhVFibGgrkZRlNnm+vMaKjcfCzUfm6coSlTTfgypKU7nnqZ/qS8nr7ra8rTwZ7bC7i84daEAjZw2lCzg1L8fs4Jn8sfB30jOt05urKNZR/lq24eQnYNKMb2NXXfVKK4qfZ9TxRdnBWyabQHPLJxA1uljrFq9nF/KHuPmni2wYOTGDxh78ywcRQnfbjtTb1UhBMWHD5PR1YOHXH/Fz8WPn6//uUrgqk5RFCZ2nUjMDTGkFaTxeNZicgqyuLB4sdUWcWQVlPLN1tM88n08t3yyhRnR23llxaF/Fwg1gSUfrYaa/7QkS2GUECJaCBEHaBVFmV1fuaIoakBtPrbQXBbZuB9BaqrTOafx6t6Xnju2o6gs/JSdeZJiDw26wjKCvOUyeckyTm9+yr05/Xl397vNbqtYX0zE3/NQjRmG14wZFeW+bo4M7deTvb9Hmx6ybmEBrgEMO2XDr398wIg9z5MV8jgq11qe47ICu9Jcfi17lDXr19WbRbr01GmS5z5DQYGOG4NvJHJspMUrML2dvImeFI2Psw+P/jWHwpQkDAVNWyhSrrjMwDtrjjHm7Q38fiCVKwLV3D+mG7cMDkBvNPLET82YnhRCNPgFqIH4BuqEYgpS5a81wLq6yiuds67SsbCGriOEICAgQEjNd9fvd4nVu34QZRcuWH7SkrvF2ZVviWFvrGu5jkmXHUNxscgozBAjfhghtqVsa1Zbb21/S6y8cZjQbfq7xrEd2kzx/X+nC/1305p1DUsdyTwiBn81QGz632ghDPqWvdiGN8XZ168QC1ftq7NKRmGG+OPEqmZdptRQKj5I+EDkleQJo9EoStPSmtTOqYx8MfHdjeL6DzaJvWezTYVGo+lPfakQQoiiUr0AkoQFcaj6lzUXbGgAXaXXWeayusoRppFYeLU2tFbsk1QPL0cvum08yYVPGzFb69OH4/b90PjIxRqS5VQODjgfPMV/7G7kla2vUFjWtJ0jNidvZnnicvq/GInroJAax4cFebLc/S4Mp7eY9g9sYcaijly/25Wj6Z5g5S2pahj3HN4errjueJcUXVGVQ0IIkh5/guSt69mZEd+sFYN2KjseH/w4DjYOrP7qZZKffbbRbew7p+PmT7YwtocPS2/3ZeCR/4OPhkPCN6YKUVfBewNw/KNp+dbAuqsN1bWUedVTDoAQonKwuh2IqF5ZUZS5iqIklX/l5+c3s6sSwPvXvE/vZ1/G7z/zLT9p/Hx2GXrKZfJSo5WeS2KsTS8GeA8gtSC10ecn5SXxn7+f5zXH6QQNG4+Na81/g4qicNOYK/jeLgyx9kXL7+U2gcg7T/SK9aj7zeFvdQoHMg602LUAsLHDaXo0PbydeHfd8SqHFEWhaMqV9B9xPS+Petkqz18W6gv5W1OMx/uNu5OzP0nHXZ/v4IlrevCSz2Zso66E3BRTyp0+N5oq3bsCblgEqmasGbRkeIZl04azqTk9mF1XeS3nRwIhlvRHThs235mcM+KXY7+IgoQEYcjPt+ykrNNC/DFfzP52l/jsn8SW7aB02TKap45S81MtPsdgNIjpK6eLD2OfE9qwacJYWlpn3fziMjHk5RXi0I4WnNo2GkX6pzeK5a/cJHSFpmm22TF3VvxsLelsZoEY8eLP4ui580IIIfQ5OWL1mo/FVT9fJQpKC6x+PYPRII797zVRuK/u6cpySdmFYugb68SyFUuF0JcJoUsSIlNb7zm0gmlDLZVGVOaAt7ue8gqKooQBS4QQCeZFHFILyy/L53zBec6//gZlKSmWnZS6D05vQptRQDf5jJfUBEUHDnL2gQc4l3OWmb/PJL+04VkUg9GASlHx8qiXefiWtwj6ZUnFlka1cXGwJWxkDyIPusOxP6Ewy5o/AgD6HdGItAMUXf0qHk52zNQP5ZEPtRgam5G6CTp7OfOd19ec+MX0kPGJv1eQ9dFi3hr7Fs521l9EtTNtJ1GZyzlvzKm3Xl5xGQ98tYv/+m7ixv2PQtp+0/ZYXo3YvacRGhO81NULFEWpWIEoTPevKtfRADF1lVdqIwTQCiESzEXNfCxdskTfDn15bPBjdPvtVxx69LDspIxjGL17cSazEI2PnDaUGs+hZw+8H3qIQPfOrLhlBa72rmhz6r7NXWYs487Vd3I06yg+38dRuG6DRVNiD43txq7TmeRsjoJ1L1nzR4CMY4i1LxPp/Ay3XWnKPu45dCT9l/5ORvEFygx1rwa0Ft9b3uaa3KVs37KKZ8p+Ive1RxjdaXSLXGtkx5F0uPlWIpI+ovDc2VrrCCF48qc9zCaGqVnfoNy7AgJq3pO0Jkue8woF5gNe5uexKi+ZjzIfLxde/jwX4CWEiK6v3NxWPLBeUZRsRVEEMMwaP5hUvx+P/Mi2A6sp2LrV8pMyjpLrqsEoBJ09W3YDVOnypHJwwGX0aIoPHcax2EhBWQH3/3k/T2x4gv0Z+zEKI0IIkvOT2ZayDTuVHfOHz6eHugcuI0dZ/EGrg6sD94zqxqvGB+HQMqsu3ki39edxw1xuu+X2ige5FUVB5erKNwvvZUfSFqtdqy4eQQPZF/Qg59+ex2CdB+EtuJs+wDNDn8HnbB5H7gxD6GuOLr/ddobstNPcbLMN5b7VEDi0llasq8G7ZeaRUxy1LKQQQkys9loL1Mj93UC53Nn1Elhzeg13lYag25KMy2gLP7H1uYETeWq6dLDe7gtS+3Th08V4TpuG61VX8duNv/Hpvk95eN3D6IUeW5UtBWUF3BR8E6M6jeIKlx4U792Py4jGbXT70NhujF14mrmj5hK48ilTihebZuyxKARs/4SPTw9A6RHK6O5Vd5hRbGyYcSGYjjbdm36NRjg8KJh9h+wYFzyn4kHtluJg48BTMz7gAccZvHthL0P9/w1OJ87n8d0f//DG/VOxCbqt5VddmimijWzCWFlgYKBISkq61N1o0ybETOB/4/5HiF/jhvZfbj7F1sRMPr+35T9ZSZcvIQSKoiDKyiruX5UZyjibd5ZSQyld3btW3L/J37KF7O++J3DxJ41eRff2H0c5kpLNN+NLQHN18zq97RPKNr1HaN6rfP/0zXSuI5fdrrRdHM48zL397m3e9eqhz8nhvb9ex9ZrMn9sK2XVfd2x97N+Es7qfjjyA6c+/4jw297GZ/RVlOqNvPNeJHOLP8LxmQPg7NVwI9UoipIshGj0nlry43M7VGIoIaMwA9/9SRQfP97wCQDZp+GLyWgz8uQzXlKzKYqCITeXxClTKUs2bRllZ2NHsDqYPh364GznjDAYKD13DtcxY5oUuADCx2nYm5THxrK+cG4X7P+laR0+GYfY8AbPqCK47ephdQYuANcvl7Pjh0Uk5bXMB+zs4myy//mLO9YW8cSVodwg/qHomzAotX7W5eru7H0nnj6dSSw03fta8lsMTxcswibssyYFruaQwasdSslPwU5lh/2xsxVvHA1KPwrFOZzMKCBYBi/JCmzc3Qn88APsAgLQX7iAqJYfq2DLFlLn/6dilNYUni72PBXagzd+P0JZSSGsfBK0fzeuESHgr7dYHRTBSbtePHJ1cL3Vu1xzA12HXc2CnQtaJL3IN4e+4buOWgI/eB8blUL/G5/iTKEDJetetfq1qlMUhUcjljAy9G62b97CDYfmkjfuv9j1mdLi165OBq92KDk/mQC3AHwfewy38eMtOynjKMKnF8fS8ujl796yHZTaDcfevQFIfeFFcpaZkkmmzP8PJYmJuIwd2+QRV2V3jeyKrUrh0zOdYOq78POdli/guHACgEOTfuKZoz3537QrGtzV3WXkCMKvfZnM4weJPRHbrL5Xpy8rJez7Mzyknopia1qycHUff77ynYcS/7Vp4+wWpigKJxK2YnjyITYMisT3mkdb/Jq1kcGrHUrKS6KLQ0cyPv4YY0mJZSddOE6he3d0RWX09JPL5CXrCnh/Ee7XXQuA84jh2Li7oygKNm5uzW7bzkZF5G1X8PHGkxzzvx6uWwgHGggqRiPs/AyixlF8bi9zfzvGw1cF06+Th2XX3H+CF3535J2d/+NMbv07wVtqReIKnvn7GVxGj8alc1BFuaIo3HfDJJ4ue4x0205WuVa9Sgsp+CuSX+59hFtuntny16uDDF7t0ADvAdwedDNl55LqfdizilGPcchvKl28nHG2l2ngJOtSOTqicjI9fqG++WZsfaybj2tgZzWzrtTw2I8JFPa7HW5433SP6NdZcCIOKj+blRQPX10LW95HzPiZ/2xTcHO0Zc54y1cROg8fRr9fV3Brz9uYv2l+s5/92pexjw/iXuMOv+vwnDYNlYNDjZ9P6TOVRVsy4cS6Zl2rXkYDqV/dhTHvPC/cdTf7vn2fX39+peWuVw8ZvNqhft79GNvnOjq9vcCyVChCgHdP9uer6eXX/E/CknQpPBXaA08Xe56N2YdBAAjwDILlc+BNf/hklKmiUQ89J8MjW/noVCc2n7zAJzNDLEsCaaYoCoq9PfdsUjFJ1R9B0+99Hc8+zmPrH2Ne3pUE/bKtznrPTe7Fjv0HMC65B05tavL16iQE+Sueozj1CNk3foWvlxpnO2dWnlzB9tTt1r9eA2Twaoee/utp9v3+Lbplyyw7ITcZ3u7M8dRsevnL4CW1TbY2KhbPDOFoah4vLjuIwdYZrnkR5h6Bx+Phpo9NFbuMQFw5l093ZPD55lN8++BwfN0dG309RVFw8O/EjN4zKDWUsjJxZaPbSNQl8tDah7iz9wwmPbsI/5dfrrNu1w4uhI4ewWeO9yNiHwDduUZfrz5GfSl7j2n5uee7TAjpA0DPO2dzw/QXeG1tBBeKmp5Ysilk8GqH7uh9B76u/ii2Fk4Znj8MHoEcTS+SwUtq0zq4OvDtg8PZcSqT2d/uJiOvBFQq0wjMvJ1RbnEZ82L388XmU/wwawS9m7FAyWvmTOyDgkg7todNyZswGA0Wn3s06ygPrnmQe9wmct3/tmIsLW1wmv+p0J78aAzluHoc/Dbbervqn4wjelMi/1Ge5PHbquxNwQ0uI3njIx2vxj2PURjraMD65M2LdkYIwYiOI6BjI046fxCjbz+OH8ijtwxeUhsX6OnM0kfGEPHrfib830amDe3M8G5eqBSFhLPZ/LLrHH06urNszhgC1M3fBq3k+AmY+zqRv6+iTBj45uA33NHrjjo30S1/NCCrKIu7+t7F/T3vptBtJyp7+wav5WRvw4Jbr2D6t4X8eX83OiqKKYA1Z8Xm/hgMK55gTcl/+Th8Bq4OVcOGfUAAmuXLOLntUT7d9ymPDro4qw/lyKudOZx5mOuXXs/5BQsoOXHCspPOH0Ln3hOj0TQ1IUltnYezHZ/ePYToe4aSU1TGB+tP8H9rj5GiK+Ld2wfx3YPDrRK4ABx79USzYjmKvT05JTn8fe5vbl1xK8tOLqs1Keczfz/DtpRtjOo4klt22SDK9LiOHWvx9UZ392byFZ2ZtyEf48GlsPRhaMSIr4od0YiVTzCXZ7j5umsZEFj7akt1p24sspvJnhVf8ve5Rj5H10Ry5NXOJOUn4Wbnhn23bqgsXYZ808fEH0wi2De1UTetJam1G6npwEhNhxa/jsrJibwNf1H866989dFXrEhcwZcHv+T1ba8T5BGErcqWMZ3G8ETIE9zZ+056evVElJZScvw4orQEaNyHxhem9mXqB5v4PjWAe1L3wpK74bbPwb4RKVMKMhE7o3lFvYBSjwHcM6prvdU72nvzZL9H0PhfnL3V5d6G7cwXB77gSNYR3rnqHctO0JfChWO8f8CB01mFvHf7oBbtnyRdroyFhZQkJuI0YADCYACVirN5ZzmVc4oyYxnd3LvR3bM7xpIScpYuRX377c16QHvvOR0zorfzzR3dGb7zCSjJhVnrwdah/hNzU+HMFkT/23h2SQJH0wtZEj6qxnRhXYrPnuGN09HcM+Beenr2bLC+3NtQskhyfjJ9Mp1Ifm6eZSdkHIWvpnDsfK5crCFJzaBydsZpwABKtFpO3XIrlJXR1b0rV3e+moldJxKsDkaUlWEsLKRg+w6M+Q0n6qzPoM5qXr2pHw/Fajl57fcQ+oopcCXFQ3YtD07nnYcNb8JHQyHxL/7351F2nMnhq/uHWRy4hNFIyhNPMTazA37Ofs3qf0PktGE7k5SXxIBOI3ELtfCDzvlD4NePY+fzmTa0S8t2TpLaAfugIPxfeQXF3p7cP//EkJ2N54wZnH/zLWw7eOH9yCMELnrPKteaPrQzSVmF3PllAj/NHkkwwP6fYfdX4N0TvLvDuOfApw98NAw6D0PMjGHRcW9+2naa2EdG4+tm+WMCikpF0E8/onFywmgw8PbOtxkXMI7RAdZPlCmDVzuTWpCKb79euI8cY9kJ5w+i9+nL6ZOFcuQlSVagqFQ4hwwGwNbXDxt301L8Dvffh41abfXrPT2xJwYhuG3xVj65M4TRU/4HV0XAmS2gOwuKDdjYwtMHKFBceHHZQbZrz/FL+CiCm5AxXeXkhCE3lzP33MsV82/lqY1PcVefuwgfGI6DTQNTlo0gg1c7IoQgtSAVn6//RNc7DfVttzV8Umk+ac79cLG3oaNH4x/UlCSpbuVBDMAuIKBFrqEoCs9N7k1XLxdmfbubmwcH8OjVwQT2vamiTqneyOoj+fxvTTxdvJxZPmdMkx7MLmfj7o7f/Pl0Gz6M4B7DeXnry6w+tZoH+j/A5KDJeDhYtkdkvT+XXLDRfgghSCtIw+3MBexd3LAPCrLovB93nGXV/hR+fGhky3ZQkqQWdSazgMg/jxJ3OJ1e/m509nIiv8TAvnM63J1seeKaHtwWEohKZZ0E96K0lHMPP4zPiy+wniN8d/g7jmcd54EBD/D44MeJ3BnJ8yOeb9KCDRm82pEifREFZQV4O3k3XBmgKBuO/cH8xP64O9kxf0qflu2gJEkXxfncYrZrM8nIK8HBzoZ+ndwZFKi2WtCqLHfNWtyuGY+xoADF3p7zxhz0Rj2d3TtzLOsYvTv0blLwktOG7cjutN18tPM93liUSbdlS7H1aiDzacoe+HshB1UfEX6V5uJ0UpKkFufn7shNg1pmmrI698mTAMj+6Sf0GRl0fPllSk6eRK/PopdXrya3K4NXOzI2cCwjfYeh1xy17Mbw+UMYfftx7GAeAwKaP0ctSVL71eHhhzHm5gJw4dMoXMeNxePGG5vcngxe7Yg2R4uj4kCnQYMsOyHtIBdcgnG0U9HFqxFP5kuSJFWjKAo2HqYPwQHv/K/Z7cng1Y5E7Yti7M4CjGdtCPzg/YZP8Axif1FP+gd4NDsVuyRJkjXJ4NWOpBWkwbU34Odj4Saf4+ezJmYfg7tY79kMSZIka2hweyhFUdSKooQqihJjQV2NoiizzfXnNVTe2Pal5kkrSMPP0QdbX9+GK6fshY2RJJzNZnBnzxbvmyRJUmNYsrfhUPOfliw3ixJCRAsh4gCtoiizGyhvbPtSExmMBtIL03F/eiH5GzY0fMKpvylN3of2QgGDu6hbvH+SJEmN0eC0oRAiTlEUdUP1FEUJBbSVihKAKEVRtLWVA9GNaV9qngtFF9ALPV1//gl7OwuenE9OIMmpN128nOngKqcNJUlqXay5q7wG0FV6nWUuq6vcYoqizFUUJan8K7+Zuy23R2mFafjbdUCVnWdRRlZSEkgwdCOki5wylCSp9bFm8FLXUuZVT7nFhBDvCiECy79cXRu/WWR7V2oo5Sp9MGdmzmy4shAw6nH+yOpESFcZvCRJan2sGbx0VA1UXg2USxfRMP9hvHjPF3T/y4L7XYpC6ZBZbEkqZWQ3+dclSVLrY82l8lpgYqXXamB3PeXSRbQ9dTtu6QX09OuHnb9//ZW3vE9GRhYu9lfS3VeOciVJan0aM/JSVy9QFKXi3pV5JWHlOhogpq5yS9qXrOdE9gnyfltGzrLlDVc+sxVtng3Du3nJh5MlSWqVGhx5mVcRTgS8zEvc44QQ5asHoxRFiTQHKIBwcx0t4CWEiG6gvKH2JSu5u+/d8OrdDVcUApIT+MtlMiMGyilDSZJaJ5kSpZ34IOEDbrsQRMcxE1C5uNRdUXcO8f5AQvRf8dOc8fT2d794nZQkqd1RFKVJKVGsuWBDaqVKDaV8vj+agk+/xJBfUH9lVz/2XbcUeycXevm5XZwOSpIkNZLc27AdOF94HhuVHcGxv2Kjsqm/clEWf2R4M7aHXt7vkiSp1ZIjr3YgrSCNfoWeFG3e0nDlb2+i9NAqxvX0afmOSZIkNZEMXu3A+cLzBBe5UbhrV/0VC7MQGcdYmd2FK7t7X5zOSZIkNYGcNmwH0gvTKQjpge9Vz9Rf8ex2cl2C6ObfFS8XC7aQkiRJukTkyKsdSC9MJyQ+hxJtA08gXDjGTmUAk/o28BCzJEnSJSaDVzswxG8IfQrUGAvqX2mYO/Qx5mTfzqR+fhepZ5IkSU0jpw3bgYldJ8JLE+uvVHCB4xt+pZt3H7p2qOc5MEmSpFZAjrzagVdWPMmJt1+tv9LJOLwOfMENAztenE5JkiQ1gwxe7cCQDoNwtHeut07J0XWsKerNTYMCLlKvJEmSmk5OG7YDN4y5H8bUU8GghxNrOef9Xzp71R/kJEmSWgM58rrMHcs6xruvTCF3zdo664jiHNbbjKb/iGsuYs8kSZKaTo68LnPJ+clkOOmx9ao7I/L+LBvmFT/A9sFdLmLPJEmSmk6OvC5z6YXp6IYE4zxsWO0VhMDml5nM6lOGq4P8LCNJUtsgg9dlLj3/PNM+PYo+M7PW41kndxCUG8+UK4df5J5JkiQ1nfyofZlLz08jZ3RfbNxqT2+SuP5rSl3HMibQ9yL3TJIkqenkyOsyd770Aobrx6PY19yrMKeghK6pf+IzeuYl6JkkSVLTyeB1mfPflki3rzfWeuyTf7Qs8nuLniOvv7idkiRJaiY5bXiZu/3WF/ErdqhRnqIrYv/WNbww+26wkf8MJElqW+S71mXMKIz06XdVrdmTF//6J9/avomdesYl6JkkSVLzyGnDy9jZ3LP8MXEghXv2VilfcyiN4ee+wtD3VnCTO8hLktT2yJHXZSzQLRDb/32KQ48eFWWpOUVExa4mRrUNm9AGMitLkiS1UjJ4Xcbyi3Nx7dsfG0dTipPiMgOP/biH0RovbDQvgWfQpe2gJElSEzU4bagoilpRlFBFUWIsqKtRFGW2uf68hsobOiY1z18/RLL3tikAlBmMPPnzHnz0qcyZfj2MeeIS906SJKnpLBl5DTX/qbGgbpQQYiJUBL3ZQojoesrrO0dqpuN93HDuMonBRWU8/tMefLN287+S11Eyg6HToEvdPUmSpCZrMHgJIeIURVE3VE9RlFBAW6koAYhSFEVbWzkQXdc5QL3Bq7gwnx+/eJZiX3dckrIoUvuh69oHv/076ODmhq9fN5KPJUDXYThoriJ/w7vkeakoc3PE43gaGb0GUuzpR+eta/Hp0Q931w6cif8b+7EPYOPsQ/6fC9D18gcB6uNpnB11DbYlJXTau5Uug8eiL8gnOXE/Htf9l9KU/RTs/42cHn7Y5RbhkFlM6pCrcEk9jU/aWbr1HkF22ll0hYW4XfkoxQdXkJd5gIJAL5zScjDauHGh1yC8j+2hg6LQqXMf0hIPUurZBef+N5O/eTF5DgWUeLngrs0gJ0BDXscgOu3+B++OnfH2CuDsvi3YDLoBh46DyF31CjlBnhic7LmwfyP5vUKZ9M4Gwj22c39pNMq1b8vAJUlSm2fNe14aQFfpdZa5rK7y+s6pQlGUucDc8tdqJzvOxP/BtsEqrt1q4FwHJ9YU+hL+dzIqbyPBvrYYEko5FHyGfxI78lDcanaHCE4HKtwXZ2Bj8QGO+7vz+prTFOi2EOCownVdCb/ou5Hu0JvHft/Ez6422Brgwd8N/NjhDN55pTzxRxr2pdvR5xqx32fg/2xnMOj87wzZ/zcr3WwIPmsk5CB853KC0SeyGHsyF7fsjaSm6MnX2RFdFMrUo79C0VnibGwYk2DEYLDnFxHPjK0p2KhK6dXFjjOHyzjj2Yk/Uvty99YVHOtcwqGeKm79x0BC73h25HTg2Q1nyO+h0M3DBtstpWzKVtjr48zja/9m9UQVmZ4Kc9bq2UopkRPcuWr7EpSwL6HnZCv8VUuSJF1aihCi4Uqmkdd6IcSQeurMAzoIISIqnXMKWFBbuRDCs65zhBB15+8AAgMDRVJSUoP9lsyEAGGEWp73kiRJupQURUkWQgQ29jxrPuelA9SVXns1UN7QMclaFEUGLkmSLivWDF5aqgYfNbC7nvL6zpEkSZKkOjUmeKmrFyiKUnF/SggRV62OBoipq7y+cxrRJ0mSJKkdsuQ5r1BgPuBlfh6r8oKKKPPxcuHlz2wBXpWWvNdV3tAxSZIkSarBogUbrY1csCFJknR5aA0LNiRJkiTpopDBS5IkSWpzZPCSJEmS2hwZvCRJkqQ2RwYvSZIkqc1pk6sNFUXRA2mXuh9thCuQf6k70QbI35Pl5O/KMvL3ZBl/IUSj99ltq8ko05qytLI9UhQlSf6uGiZ/T5aTvyvLyN+TZRRFadJzT3LaUJIkSWpzZPCSJEmS2py2GrzevdQdaEPk78oy8vdkOfm7soz8PVmmSb+nNrlgQ5IkSWrf2urIS5IkSWrHZPCSJEmS2hwZvCRJkqQ2p00952XOJRaKKQNziBBi4SXuUqtlzo+mwZTsM1gIEX5pe9T6KYoSJX9PdVMUZTaQBegArRBCe2l71DopihICDDW/VMv3KRNFUdSYfi/hQohp1Y41+r29rY28ooQQ0eYMzFrzfyapGvM/ErX5d7XQXBZ5aXvVuimKEsa/bzhSNeZ/P1ohRCymD0QyyNct1Px/LxqIVhRl3qXuUCtR/v9LU8uxRr+3t5ngZR5JVP6klwBMq6N6ezeUqm8u6zB9qpFqYf7Up7vU/WitzB+GwsxvLAghYoUQEZe2V63a7ZW+90L+2wLA/O9nd/Xypr63t6Vpw+pvMFnUHsHbPSFEnKIolf8xaKj6j0OqKgSIu9SdaMWGYvo0HIbp/6Ccsq9fnKIo2UAEgHkEJtWtSe/tbSl4qWsp87rYnWgrqt2PuB05Sq2V+VOfDFz1CwGGCiEmgmkkpihKpBx91WkBpverSOCXS9uVNkFdS1mD7+1tZtoQU2RWV3otA5cFzPcqHpI31+smhNBd6j60cjqqTvdogbBL05U2Yb554U83wEtRlJhL3aFWTkcT3tvbUvDSUvWHUlPL/Kn0L/M0zxIhRIL5voVUiflGusb8e5oOqM3fS1XJ/2cWKv8/B6YPReZVdepL2qnWr0nv7W0meJlv9qkrFWkA+YmmDublulohRIK5SC7YqEYIsdC8wikW09Shzvy9VEmlf0PlhgLy91Q7HTXv16y7BP1ozdSVXzT1vb1N7W1Y7VkAjbwRWjvz7ymRf2+CqoGF8h5F7cy/r3BgNhAh/13VVOl3tAsYJv8t1c08+iofSaiBaDk1XXF/eSLm/2dAXPntjKa8t7ep4CVJkiRJ0IamDSVJkiSpnAxekiRJUpsjg5ckSZLU5sjgJUmSJLU5MnhJkiRJbY4MXpJ0mVAUZZ6iKJHmZce1HQ9TFEU+cyRdFtrS3oaS1OqYn12J4N+HKiMwPfAcDwwBvIQQ0xRFiQemtfQ2XfU9fyWEiFUURW6rJl0WZPCSpObRlG9YC6AoSgSm3EQJ5tfluZxaPHBJUnsipw0lqXmyGjiuhRq7/EuS1Exy5CVJzdDQXojmqboQTNOK4eZca+WvIzDnx6Lqzu3zMWUC0EHFdkPlvCzaOsd036u8XQ2mfS5l6hfpsiGDlyS1MPOu/nG1vNaYkzqWJy/sJoTQmRdVzAYWmoPQ7ebdyVEUJUZRlDgLRnLhmKYvy/eOkxszS5cVGbwk6eLQ1VJWZbf2Spu3ZgHB5u/DgCzzaK38WAgNZ8ZeAqxTFCUBU1ocuQu8dFmRwUuSWoe67p11ABIrpSUJt7A9rRAi2DziClcUpXyUJ0mXBblgQ5JatyXAsMoFdT3HVc1sMOVKMk85BjdQX5LaFDnykiQrME/rDcW0OCJcUZT48oUV5mOhmDI17zbXGYopRfxuTFmcNYqizMb0jNjt5tch5vtjS8zHtIDa0ilA80IPHaacUpHW+2kl6dKT+bwk6TKhKMq8hqYGFUWZLZNtSpcDOW0oSZIktTkyeEmSJEltjgxeknT5iDNvzlvnxryY7n9JUpsn73lJkiRJbY4ceUmSJEltjgxekiRJUpsjg5ckSZLU5sjgJUmSJLU5MnhJkiRJbY4MXpIkSVKb8/+8IXx+6wmhbQAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = ss.TDS.plt.plot(ss.GENROU.omega)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To plot a subset of the variables, pass the 0-indexed selection indices in a tuple through argument `a` of `ss.TDS.plt.plot`. For example, to plot the 0-th and the 3-th `GENROU.omega`, do" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:55.683351Z", "iopub.status.busy": "2021-09-26T22:41:55.682551Z", "iopub.status.idle": "2021-09-26T22:41:56.012355Z", "shell.execute_reply": "2021-09-26T22:41:56.012962Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = ss.TDS.plt.plot(ss.GENROU.omega, a=(0, 3))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Adding curves to an existing figure" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plotting curves into an existing figure allows easy comparison of results. It can be done by passing a figure and an axis object of `plot()`.\n", "\n", "For example, to plot the speed of the second generator (a=1) on the figure above, do" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:56.015733Z", "iopub.status.busy": "2021-09-26T22:41:56.014948Z", "iopub.status.idle": "2021-09-26T22:41:56.149793Z", "shell.execute_reply": "2021-09-26T22:41:56.150364Z" } }, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fig, ax = ss.TDS.plt.plot(ss.GENROU.omega, a=(1, ), fig=fig, ax=ax, linestyles=['-.'])\n", "fig" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Y-axis label" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:56.155205Z", "iopub.status.busy": "2021-09-26T22:41:56.154340Z", "iopub.status.idle": "2021-09-26T22:41:56.431151Z", "shell.execute_reply": "2021-09-26T22:41:56.431602Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = ss.TDS.plotter.plot((5, 6, 7, 8), ylabel='Generator speed [p.u.]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Legend names (yheader)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:56.435988Z", "iopub.status.busy": "2021-09-26T22:41:56.435572Z", "iopub.status.idle": "2021-09-26T22:41:56.700189Z", "shell.execute_reply": "2021-09-26T22:41:56.699715Z" } }, "outputs": [ { "data": { "image/png": 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35bpe1yGsrSncsoXK3FyLlKsoivlUEFTaraT0QvrrD4NfCGha5le5T/AAjris4scNll3v8/M9n7Ng5wKyPv2M0sTz12lUFKV1qO5QpV2q1EuOZhbi63MQfIa22HW0l/TnQHI+IfE/wOgnLFbuuK7jsBJWdI2ZabEyFUUxn2oJKu1SSnYxUkrsLr0XhjR/1GZdspcu5fB/Z9NZF0i37H2Qn2qxsgNcAvCy96I4L4vMzxde8GHiitJRqSCotEuJ6QV0c7PDqmsIePRqkWs4jh3LXwP0jOk2nl30ovLA7xYt/66Vd7Hm9L8U79qJvuD8HSsURWl5Kggq7VJiegHjnVPg/aYtttsYWVGB3tmRFVb7iOgXzvdiEkfzLLsZbrB3MBsztuI3fz5aJyeLlq0oimlUEFTapcT0QoKtT4BrtxYpv3DTZg5Pm4qTzom+nfpQ1Pd6vi8fadFrXNLlEjae3khhQgJZi760aNmK0lxxcXHMmzeveum0efPmmT0vMDo6muDg4Eavk5CQwLJly4iOjlYLaCuKKRLTC+itT2yxQTEOoy4l9ZUopvacihCCy/p64b/jDTi82mLXCPIKIqs4i9PlGQhb87e3UZSWkpOTQ0xMDLNmzSIyMpKIiAhWrzb/d7/mlkr1mT59OkFBQURERJCTk3Pewt0tTQVBpV1KSi/Eu/Ag+AyxeNlSSkoPHGDCsOt5OOhhAMb28iCvsISi7ZZb4cXWypYg7yA2O6fjdsMNFitXUZqr5g4RVaKjo1vkWkePHq1+npWVRWhoaItcpz5qioTS7uQWl5NRUErFfd+Dk6PFy684k86xe+7mj3nX8silTyGEwNXemuMe49Acec2woamFJs5f2uVSNp3aRPiqDOwGDcZp/OUWKVdpP8oqyyirrHtbLSuNFbZWtpRUlKARGqy11hSVF6GvuXluDTZaG3RaHUXlRVhrrbHSWFFQdnbQlbXWGmtt46sUBQUFkZCQUGvz3KqFsePi4qrTw8LC2LZtGzk5OcyaNav6eFJSEgEBASZ1bbq6ugJnt1SKaOW9NlUQVNqdpPQC/O3LcNGWgnXTNrhtiM7bC/vfvsX15N8IcXYwTJdB4yj/5xVsT26G7pda5FqXdrmUuBNx2AUFYe3ra5Eylfblk92f8NHOj+o8Nq3XNP576X+Zs2UO3vbe3D/0fh5b8xgbTm2oM/+Ll7zI9b2v55Zfb+Gp0KcY5TuKsGVhFJYXAnDfkPu4f+j9JtUrPj6e6OhoJkyYQE5ODnPnzmXWrFnVu0fUfERFRREXF0dAQABz586t7jo1tXuzasulwMBAk+pmSaIjz0/y8/OTycnJF7oaipmWxSeTsTaWme4JcOcKi5eft2oVDsOHozV+Q62y91Quryz4gi9m3Y61o5vFr6t0TG2xJXiupKQkwsPDWbp0aXXQq2ohgmFn+MWLFxMaGkpmZmate4HBwcHEx8ebdJ3o6GiSkpJYunSp2XUUQqRIKc1e4FfdE1TanaT0AoZYHW+Z+4F6PVmLF3Pf8jvJLM6sday/jzOJNv3ZedRyk+YBdpzZwZpDKzkyaZJaR7QDstZa42jtWOfD1soWMNw/rgpe9jr7evPrtLrqPFYaQ0dfzeOmBsC4uLhaXZlVm+Vu27bNgu/cEDzDw8OrX4eGhtbamb41qCCotDuJ6QUEVhxpkZGhQqMh5aW7OOpQiLtt7V0phBCE93Jh6I/jIP2Qxa6ZVZJFmj4Hn5deRtjZWaxcRWmOc7sxExMTCQkJqX5dc/DM6tWriYqKIiIiolYQS0pKavC+YEBAANOnT69+vXXrVpM29LUkdU9QaXeSzhRgrymDzgMtXnb24iXsElsZ03VMrfuBVcb09yP+0CBGHvwVPHtb5Jrju42vfi7L6u4WU5TWFhoaSmxsLO7u7tWjNmvuJJ+UlFQ9CCY4OLg6eEVHR7Ns2TICAgJISkoiKSmJZcuW1TngJSgoiKSkJGJjY6vTYmJiWv7N1aCCoNKuVFTqOZZVRMZja3D0cLB4+frCQnYWbufGkc/WeXxUTw9eLxnKsL2/YjP6MYtd9/3t7zN6P7j/vpXuXy6yWLmK0hSmtMaqBsg0dG5QUFCj6+K29mjQczUYBIUQK4GlgABMGUEjABcp5ZsWqJuinOdUTgkBMoWu2ZvBY3zjJ5ipIGI8W5a/z9s+I+o87mSrI8t3POXZv2JTXgw6y3RfZpVkscbPiofes+yWTYrSErKysi50FSymsZZgrJTye3MKFEJcX0+6KxACREkpp9eVp0beACAMSAKCpJTzGko3HosBVgNxwGwgRkqpNmq7yBzPKmS6QwLanZugl2WDYNY337AvazvBvYOx19nXm2/YgL48nLiIzywUAAFG+Izg410f87BWS2VBAVpHy89/VBRLqFrmbM6cOXz88cfV8/zaqwYHxpgbABs5p+qOaoAJxcRIKWOllHFAkhAispH0KkuBeGC1CoAXp+OZRQy0SgGvfhYv27ZvX7bYpHBZ18sazHd5Hy+Skg5Svulji117ROcRHMk5wtGHHqDgzz9NOic1t4QXf97LpPnrmPrBP7y16iC5xeUWq5Oi1CUsLIzExESWLl3a7gMgWGB0qBDCpK/jxsDV6PhaIURVS69KAjC9vvQar1dLKYWUMtB4LeUidCKriB7yOHgPsGi5Ukrsg4J4+q7Pua7ndQ3m7enliLu9Du2q2VCY2WBeU7nZutHbrTeHn7kBl6lTG82/el8a4W+vJaOglMfCe3H3mAC2HsviinfWkZiutmVSFFM1KwgKIXoAT1uoLlUCgJwar7OMafWlV58nhIgwPmbVVbAQ4nEhRHLVo0Dt4dbunMgoJN+5D3hbdmRo7vLl7Hv0Ps4UnmmwKxQMUyX69xtAsl1f2PeTxeow0mckW1O3UJSwvcF8f+w5zcPfbmdexGA+uCWIyQN9uGZIF769dyRTh/lyY8xGTucWW6xeinIxa1YQlFIelVJOtFRljFzrSHNvIL1KrJRymZRyGUAdXaVIKd+WUvpVPRzVfZd253h2MYnj3gPXrhYt1+myy9g2oQv/nPrHpPyTB/iwpHg4crflFtQe4TOCXcc2cerJJ9GXltaZZ++pXB5fspP3bh7GFYN8ah0TQhA9uS+X9/Hi4W+3U15Z96oiiqKcZYnu0HssUZEacqgd8NwbSQdASplT4+W5XaXKRUBKiVfmVoak/WDZcisqwErHHVc/z819bzbpnBEB7vwuR3LSewJYaOnBYO9g/nPlWwT+GYfG5vytlYrKKrj/6wTuGxdIeP/610x9aepAMgvL+HLjcYvUS1EuZmYFQSHEESFEphDisPHfTKDxDaPMk0TtAOeK4V5ifekIIcKEEOYvNqe0K5mFZQzXb8cjb59Fyy3evZv9V4Tze9JvJp+j02oIHtCHhforLRYE7azsGNBpABl7t9fZJTrvj4N4O9nywOU9zyZWVpx3fTtrLS9ePYD5cYfILKi7RakoioG5LcEYKWUnKWUvKWUnIBwwdyM013MTjFMfgOoBNDXzBABL60s3Pk8CFtc4FlTjmHKROJ5ZxGBdCladLTsoxn7YMD5/ciAphafMOu+KQT5k7PoDufBKi9Xlsz2f8fOvb1O0ZUut9D0puXy39QTzpvZEs+FdWHqn4UDCQngjEFY+CwXp1fnH9vZkRA93/vd3osXqpigXI7OCoJTyjXNeJ2DaJPqqUZ+zAXchRGTNwAfEGI9XiTLmCQPcpZSxDaUbp0PkGI9FGtNiUS4qJ7IK6S2SLT494szm9azN2Up49/DGM9cwKtCD+PLuyJQESD9okbrc1v827nzqCzxmRtVKf/33AzwzKA//7y6Hfcuh/7WGFuDQW+GGRZB5BD66FI5vrD7nkQm9+XbLCdUaVJokLi6OefPmERsby7Jly5g3b55J+wPWFB0dTXBwsMn5o6KiGs9kYWYtm1bHdAhXIBT4q7FzjS25OOC87YmllOHnvE4Czgti9aXXKF+5iJ3IKMK60zVc1XmwxcqszMvj9BNPMvSxvnR37m7WudZWGkb0D2R/2jgGJCyCSa82uz52VnbsydiD00/r6HL19ei8vVl/OJ09ydks7LoQRt4PI++DqnVNdXbgPxq6j4Kd34HL2Z1kBvm5ENrDnYUbjvHExD7NrpvSceTk5BATE1NrS6Pw8HAiI88bb9iguXPnmhwEly1bZvFdKkxhbnfoPAwDTm4wPkKpJygpiqUdzy7icJ9IsHdvPLOJtM7OvDqrG1cMatr6hVcO9CGmYDTywK8Wuze4YOcCjhzajD4/H71e8tvPi3ng8gCsZvwKl9x/NgDWJAQMvdkwanbdG3DmAABRYwP4evMJSisqLVI3pWOouUNElejo89ovFr3ehZp4b24QvFdKeZ+UcqbxMVtKebRFaqYo5+iSspIrUz+0aJn7v40h81QSk/wnNen80b08WFfah+1Xrqg7ODXBSJ+RLA23w6ZnT7avWMBz+a9wR+9K0Jj451peDEvugLJCLg3shKudjj/2WHYPRMVy9GVl6EtKDM9LS6unx+hLStAbdxXRFxeffV5UVL3biL6oCFluWCVIX1hoGOkMVBbUfF6ArKysvpYpgoKCSEhIICoqqnprpLCwMFxdXYmLiyMwMJB58+aRkJBAbGws8+ZVr2BJXFwcsbGxxMXFsWyZaVOIEhISam3T1JrMvSfY8CxeRWlB3vl7cLWy3LJgUkpO/P49kztfjqN10+aM2uq0XD3Uj+UJx2GLZZZRG+EzglP7tpHyn8fon/AC8SPfx8bHjPuglz0Ddm7w92sIIbhlRDe+2qSmS7RVmTGxpL7yCgDpb88n/e35AKS+8gqZMYaOtlNPzyb7628ASH7oYXKWLwfgxIy7yDcus3f0xhsp3LgJgKSrrqJ4924Ajoy7jDJjy66qPFNU7QY/YcIEhBDVga5q94iqR2RkJImJidXbKs2dO5fIyEjCwsJM2o0iLi6u1fcQrEVK2awHML65ZVyoh6+vr1Tah8LSchn33DiZv/YDi5abU5IjzxSeaVYZu07myNDnv5f6V7tIeWJLs+uk1+vl1JjRcsvtfeW7rz8tKyr15heStl/K1/2lLMyUWQWlstczv8mj6QXNrptieZWlpbKyuNjwvKREVpaUGJ4XF8vK0lLD86Kis88LC6W+5vOyMsPzggKpLy+XUkpZkV/zeb7UV1RUX6spEhMTZUBAgIyPj5dSShkZGVn9XEoply5dKiMiIuTcuXPlrFmzap0bFBTUYNmrV6+WUkqZnZ3daN6GAMmyCXGgLS6bpijnOZFVRC/NKRx8+1uszO3vv0zZrj142ns2q5yBvs64u3tw2O96+Gd+s+slgIBel/Bw8GUMmvoYWk0Tulm9+sIjO8HeHTcHa8b18eTH7SnNrptieRprazS2tobnNjbVCyVobG3RWFsbntvZnX1ub4+o+VynMzx3cEBYGcY6ah1rPndEaLXV1zJFXFxcrZGgAQEBREdHW3zgyrx586o33V2yZAk5OTkmd6FaSltcNk1RznM8s4gYpwcQvudv4tlUW7N3cKK0+ffKhBBEBPvxVsFESPwLTu9semGVFfDtzdidqiTswF6GHdjY+Dn1sXWGbZ9D4t9MG+bLTztSGt3gVFGqzJkzp9brxMTEWvftag6eWb16NVFRUURERFTfQ6zK09C0ilmzZhEZGUlERET1PcfW3mTX7CAohBgvhFgihFhs6g4SitJcJzMLyPAeBbYuFisz8j/fEzy6zu0vzXbdMF/+TtFyZuIH4OTT+An1WfUsFZlJrDwyEMfB/bHp1bPxcxpSVgBxLzC+rydZhWXsOJnTvPKUDiM0NLR6jmBsbCyhoaG1dpJPSkqqHgQTHBxMWFhYdYtx2bJlJCQkkJCQUN3Sa0hSUhIxMTEkJSURG9u6Ew6EOd8MhRBPAYEYNq8Fw4ox26SUn7RA3Vqcn5+fTE5OvtDVUEywZOE7hGStIODx5k8HPZZ7jD9ejiIi9E48bjRtrVBTzPwynh6eDkSP7wq5KeDZ27wCtnwMa+Ywr9uHHKv05MNbTZ9kXK+yQpg/EK7/hMfiO+HtbMvTV/RtfrlKhxYVFUVUVFStoHihCSFSpJR+jeeszdyWYI40TI343viYieEWhqK0KJvsI0jHzs0uRy/1vLzpZfTDB+E4ZJgFanbW/13qzzebT1C6fTF8exOUFZlXQEUpyZM/49M9kqcm9WXVod9ICBtNRVZW0ytl7WCYYP/PfCb292bV3lTVJao0W1ZzfifbGHOD4NY60qoXJxRCODevOopSN5eio+DR/FVPYnbGcCb3FLdPfQHbvpZtEY0McKerux2Ly8eCoxesnG3aiYl/Q2Yi8pIHmL3VjpuHd6OHhwN+nfypePRONPYN72/YqBGRMGU+4/p4kpJTzJEzah9Npeni4uJISEhgzpw5Zi+j1haZGwTDjPcEhxof04CgqteAZSZKKUoNUkp8yk5g16V5a4b+nPgzC/cu5I3EEIre/p+FaneWEILIsYHE/HOC0qkxsPcn2PFNwyft/wW+uxXS9rBybxr7TuXxWLihG7V/p/4Mn3IPWJm1uuH5bF3AtTv2GbsZ08uTlXvVxHml6cLCwkhMTGTp0qUXbJUXSzL3r2smEA9kn5PeE8M2R5btX1IUIKuwjJtLn+GfQU0biKyXer7Y+wULdi7gvfHv0dt1MJX5+RaupcFVg3z44K/DLD4kueP2H8Cpi2HEp9DUXvGlshz+fg02x8C0WEp6XsErb69l1uQ+uNjpqrN9NO9mhu8sJvjrn5pXsbTd8MU1XDX+Tz7bmsaD43s1rzxFuUiYGwSjpJR/1ndQCDGhmfVRlPOcOpNJZ3uwdzCvt11KSYWsILskm9+P/s7HEz+mPz7oCwvReXm1SF21GsHj4X14fvkerntiHE62OtjwPuxeBkNuNnSTugeA90AoyoR74sC7PwviDuHuYM304K61yqsYOYQ/BmbS7CEyvsHQqScTK9fx1Gk/UnKK8XW1a26pitLuNdgdKoTwr/m6oQBYdfzccxSluUoOryVGmLZDQ4W+gvQiw756r2x6hUV7F+Fl78XiKYsZ7DmYvJWrOPPmWy1ZXSYN8KaXlyNvrTpkSAieAcNugyOrDQExdRdoreCa98C7P3tSclmwNpGXpw5Ec87E+OCeY9mYnUBlYWHzKxZ6Nw67viC0uxurVJeoogCNtwSjMOwBaI4I4M2mVUdRzldx5gAZdv50bSDPnow9/JL4C38c+4PBHoN5f8L7zBg4g052nQDD/ToA99turV5MuKUIIXjl2oFc+d56rhjYmREBnWD4vYbHOfJKynn4u+08cFlPhnR1Pe/4MK9h3L0wlWPWSwmcfmfzKjbwekj8myu9nPhjfxozRvVoXnmKchFoLAhmCSGeNLEsgWGD3QZbi4piLuvswxQ5B9Z57HD2YeZuncuejD1M7D6RN8a+QbC3ofPQz6n2lKHSw4cpP3MGx1GjWrzOAZ6OPHtVfx74JoFfHhqNj8v5XY9lFXru/yqBbu723HdZ3e/PzsqOlQ+FUt7HnrpzmMHaAaZ/zuiMQl5etY6isgrsrZs56EZR2rkG/wLkOTvJK8qFIIqz0PuNPi/9q31f8W7Cu9zU9ybeGvcWLjYNryZTduIEJfsPtEoQBLhtRDf2n87jhpiNfDFjOAGeZ3eqyCkq476vEigsq+Cbe0dipa3/zkSw73CObFoJfW5ofqUK0vH/9W66Oj/IpqRMxvf1bn6ZitKOqa+BSps3SzebZ/ufP6evsLyQjyd+zFCvoSaV4zRhAk4TWm/slhCCV6YOZO7KA1z53npuCOnKwC4uHM0s5JvNJxgZ4M4n/xeCg03Df4aX2PQj98P/UXlLGVqdaQsg18vBA5F9jLu9j7D2YBcVBJUOr1kLaCuKpUm9vvbr0nz6ZK+lq5thwriUko92fERqYSpRQ6JMDoB5K1eR9fXXlq5uozQawewr+rFs5qWUV+r5PiGZtLwS3rt5GAtuC240AAL06z+WoH+2NT8AgmHj30HTmVCxlrWH0ptfnqK0c6olqLQZpYmJHLv5Fnr/sx6JoSWVe3wXL2o+xsn9WcAw569CVphdts7bC439hZsSMNDXhTnTBjfpXK1GS9benaRlnSRo3PTmV2bwDXhteJ/ckukczyykeyeH5pepKO2UagkqF1za3Hnk//U31t26EbDiF4S1NdlffsXp554jJ/kAycIXW52W+LR48sryeGjYQ3R2MH0dUVlWht3QoTiOGdOC76JlnVz7B0f+/NEyhXn2QdwTR99uvqxTrUGlg2t2EDQunaYoTeZw6aXY9u2D0OmqJ7G7334bXrNmUZZ2iCxNF5Lzk3nor4dISEtopLTznZr9DFnfNLJ8WRs38sEXueElC74H74FM881SXaJKh9dod6gQYhuGqQ91cQN6AFpLVkrpGMrTzlB+KgXHMeeP/BTW1lh16kTugSxc1pzh2ZBnmOw/mQndzR/Y4v3cs5ao7gW38f3/UDYuhHGDr2l+YQWpRCTcwTsVH1FaEYSNlfoTVjomU1qCcVLKUCllKPA6EFbjdThg0rhtIYSrECJMCLHUhLwBQohIY/5ZjaXXcX6MKXVSLqySPbvJ+f77BvP8NPhBFt05mbTiMzwR9LjZ18j/+2809vZYubk1tZptRmliIit3Nbw5qcmcu0CXYVypiyf++LlLAStKx9FoEJRSPl3jZbaUMrfGsaPU2EqpESHGfwNMyBsjpYyVUsYBSUKIyEbSqwkhImpcS2nDnCZMoMsrr9SfQUoCT77Pv9rlvGx/ExlRD5m1F56+sJDM2I+pzM1tPHM70O3Fl1nFPoorii1Snuh3DdfbJvDvkQyLlKco7ZG59wTrCmCmBDWMgWtbY/mEEGFAUo2kBGB6fennnBsA5JhSH+XCylq0iLzVqxvMI/NOs9F2LaEelxE8/ma8Hnu0evmzxki9Ho2DA/7fftNii2W3Nt9cLXf8Y8Xm05stU2D/a3C30/DvoTOWKU9R2iFzg+BRIcQqIcQc42Mllg865wayLGNafek1BdFAoBVCPC6ESK56FBSozUUvFGt/f3SdGx7hmZm6nWJ03D/0CTQ2NtgNGULx7j2ceu65RluE6W+/Teann1qyyhecxs6Obp0C+fN4nGUKdPNH3rGcXafyySkqs0yZitLOmBUEjbtIRGEIQFnATCnlXxauk2sdae4NpAPVLcgGPx2klG9LKf2qHo6Ojg1lV1qIlBLHsWOxGzSo3jx6qcc6I4XIFHd6e3pWp+v8fHEYMQIhRIOB0O3mm3GePNmi9b7QdF5edH/kSf5OXkOF3vy5knXxLjrMf5x/ZWNipkXKU5T2pilTJCSQaFxX1PQbNKbLoXbAc28k/WzFpMxpgfooFpb6n/+Q/e23DeaJ3RXLO1m7+dt6LLa6syMXrdzccLn6aipzcjh2001UZNb+8M789DOylyxB5+uLzte3Rep/IXX/+xDjt5WzLa3ROwum0dpwW9lSNh88YZnyFKWdMSsICiHuBeZhGBWKlPJYC8wTTKJ2gHPF0MVZXzrGkaIBxkExNwCuxudKG+Rx//04jh/fYJ6I3hF08byVnZ2uqvO4xtkZj5kz0bq7U7hpE6effx4Au6FDsA9u9ha0bZZd375cd+Xj9HU7fy3VJvHsTYlTNzi0qslFyDLVlaq0X+a2BLOklDcAsTXScswsw/XcBOOAFqB6AE3NPAHA0vrSjefMM44aXYahSzTH+FxpYypzc9F26oTOu/6Fm/849geOOkcu2RlDkH3dk7mFRoPT5ZcjhMC6RwBOkwxdn/bBwdgENnvToTbLbsgQho2/ETB0GVuC9cCphBT/y4nMIrPPLdy0iaRrrwOgeNcucpcvt0idFKW1mBsE5Tn/gomjQ4337GYD7sa5fjXPizEerxJVNR8QcJdSxjaSXnWNAAz3LAPqmj6hXHiZCxeS9tpr9R7fcnoLL254kYKSHPqeXo6nq1OjZeq8vXAc3TrbI7UFx269lQc/upJD2YcsUp51yG3s8JjCPyZOlZB6PSlPzaL08GHshg6l+6IvANAXFKAvLrFInRSltQhz5l0JIa4HbgQyMcwPDAUWSyl/aJnqtSw/Pz+ZnJx8oavRoUgpkcXFaOztzztWoa9g+i/TmRo4lTt9xlDx/nCWTtrKzZeY9D2rwyhK2E65f2dc3H0sVuZ7fx7myKkM3rv9EpPy5/7yC45jxqB1dT3vWFlyMpmffkrnZ59FWKk1+pXWIYRIkVL6NZ6zNnNHh34PRGO4P+cBvN5eA6DS+ipzcijZt6/OAAiw5OASKvQV3NrvVshKIkV0xs+j8ZZgR2MfNAxbOydWHltpsS7RiIKvGZv4JpX6+r8US72e1Ndeozw1FZerr64OgOX68lr5tM7OWHftBhq1Pr/S9jVndOjTqInpihmK9+4l/d136zyWU5LD/3b8j+jh0ei0OvRugbxRfgN+bnUHzI6sNDGRY5eH89qGV4hPi7dImd4DL+cytrI3pYEl1PR6rNzc0Nid3ZLq2wPf8ujfjwLwS+IvrEhagcbJiU53zaAyN5fi3XssUj9FaSnNHR16VO0ioZjKcdQousXG1nnsgx0fMMxrGKN9DYtpp1t3YUVFCF1cbVuziu2Ctb8/AT/9yKTAK1iRtMIiZWr9R2Gn0XMofk2dx8tOnEBfUoLHffeRblXM/XH3k1qYynU9r+O10YZ7vDqNjvnb5hO9PpqSihIK1qwl53s1Pk1p2y7E6FClg8r58Scq8/PPSy8oK2Bt8lpmhZ5dE93qp0iud9yldjeog9Bq0bq5cbX9SFYdW0VJhQUGo2itSO18GeVJ6+s8nLXoS3K++46UghTu/ONO3G3dcbVxxdbKFhcbFwAm95jM4qsXk5Kfwqx1s3C45ip8Xnyx+XVTlBbUaqNDlY5NX1ZG3ooVoD//HpajtSO/TfuNbs7dqtPsTm/Fwan97/zQUnJ/Wo7bx8vxsPNgTfIai5SpuXo+L2ROpLis8rxj3s8+g/bm65i5eiajfUfz8qiXsbU6v5XuYefBh2EfcjL/JO8kvIMsK+PE3fdQnqbWJ1XaJnODoBBCLMEwVeFJIcRiDMunKUqDNNbWdPv0E7QuLrXS1yev5+NdH6PT6M4mlhdjV3waOvVs5Vq2H67XT8P33Xe4KuAqViRapkvUv7MHV9nvZ+fe3dVp+uJiTkVHU56bw1P/Po2/iz+zh89ucCFzFxsX5l82n2WHlvFv+hZcpl2HxkHd21XaJjU6VGkVuSt+pSj+/EEcnR06E+h6zuT2rKOUaWxx9jB7tHOHIaysKD1wgCt1w/j31L9klTT/u6gQgnts/6Qk/uwO9rKyEps+ffn02LekFqby+pjX0Woa76L2d/Eneng0CWkJuFx1FUKjoTIvr9l1VBRLM3sSj3EPwTdaoC7KRUxfWIgsLa2VdiLvBD1de9LLrVftzG7dea3T6/RzV62HhuSuWIFzr148N+I5tMIy907Lel1Fl52fAYb/M6HT4fh/t/D3b7fz5rg3cdA5mFzWtF6GMXN6qef0Cy9i278/nWbcaZF6KoqlmDVZHkAIMR7Dqixg2OTW0rtItBo1Wf7CySvLY8oPU3hz3JsM9xle+2B5CZfN38Cr0wYzqqfHhalgO1NUXoS11horTfMmp2eln8bpgwHkRW6DP/6m5NAhfOfORUpp8l6ONRVXFHPDLzcQc+k7+HgFNKkMRTFFq0yWF0I8hWGB6iXGxw1CiHvMvajSsZQmHSVtzpxaaZ/s+oTe7r0J7Rx6Xn756+Ncl/8Vfm525x1Tasv68isq0tO54/c7LLLZrrunDz/YXc/OxBO4z5jBb1O8+XDHh00OXnZWdrw06iU6e/Wg9NBhCjdubHYdFcWSzP3amCOlnFnj9ffGuYOKUi9hbY11jx7Vr9MK0/jmwDd8deVXdX64lp85zDF9CD4uKgg2pjw5mcqcHBaEL6CTbSeLlJk05HFyf1vJmN59uS7kDgrKmrf59DCvYRzMOojdvgTs0wtwuMS0pdkUpTWYOzp0ax1piVVPhBDOzauOcjGy9vPF7aabql9/uudTxvqNpa973dsBiaxE8uy7Y22llt1qjPfsp7Hp1QsPOw+2pG7hWO6xZpc5xt+REbsX8uPORbhYu+Dv4t/sMhfuXcgin0Q8ItV3ZqVtMfdTJkwIMV4IMdT4mAYEVb0GPrZ8FZX27lR0NMW7DcPu0wrT+OHwD8wcMrPuzCW56Eoy0bup6aem0JeUkPL4E+gLC/n96O98uufTZpcZHOjD8jA9X2b9boEaGtzR/w5+TvyZtHVxpP/vfxYrV1Gay9wgOBPDoJiZxsdEoKfx+TNAkEVrp1wUnMLD0fkYdjyoagX2dutdd2ZbFxZc8jdunbxasYbtl8bWFttBg5CVldwx4A5+S/qN5PymD/Yq3rmTY7dM5ydXeCTXDp1W1+g5pujXqR+DPAaxqmArNgHqC47Sdph7TzBKSvlnfQeFEBOaWR/lIuQUdnaryFv73Yqmoe9eeafJyszAz6N7K9Ts4tBpxp1IKQkQzkzyn0TsrlheGvVSk8rS9unJp5dXEmp/GWNOLIbyYtBZ5t7s/w34P17Y8AI3Xv8EsrISoVVL4ikXntk3XYxTJDCuGPOREMK/6lhDAVLpmPL+WMmp6KcB2J+5ny4OXejq3LX+E+I/Z1RyrNo9wgyVubkkTppMZV4eM4fM5LejvzVpw92Sg4f4dNMHJPppiRr5LHfrn6XC/KnE9RrtOxonayf+XvYOx2+73WLlKkpzmBsEe0gp/zJurhsqpbwPCG6BeikXCfuQYNzuuB0pJS9vepndGbsbPiHzCAfKvfFzVyNDTaV1caHLa6+isbenm3M3bu57M69veR1z5wAf/Pojkn/4lnlj5zG0qxf7NL3Zf2i/xeqpERpu63cbX2o302Xu6xYrV1Gaw9wgmGT89wYgxvg8x2K1US46Wnd37AYMQAjBV1d+xTCvYQ3ml5mJ7CryoKtqCZrFPiSEivR0AKIGR3E89zi7MnaZVUbG3VMIfvB5ern1QqMR3OJ3hp4/ToHKCovV86qAq7j/0iew8vGhTC1UobQB5gZBVyFEDyC4xkoxLg2doHRsiRMnUbR7N+8mvEtmcWajk67Ly8tJlD50dlH7CJpDX1RE0rXXUX76NI7Wjvww9QeGeA4xqTVYmpfL/qgZXOYSzLTe11endx04hlK9gJObLFZPB50Dl/hcwsnff+D07GcsVq6iNJW5QXA7htGh04UQLsYVZNRQL6Ve3T77lKOdKvhm/zcmrTu5/cpfyHfujU6r5giaQ2NvT681f1ePwnWxcSE5P5m7Vt5FUXlRg+duz9zBSq9UhHPtab6jenuzsnwYZXt+tmhdD2Qd4N6iWHw/+8Si5SpKU5i7i8RRKeXTUsrtUspcKeUbUso3W6pySvumLylB17kzP574lck9JmOva6SLM/s4FQdWquXSmkhjZ0fu8uXV3aI+Dj7c3v927HX2dbYIc0tzOXh4E6GeITz431/QaGp/HPi52RNvP5qc00ctWs++7n1ZHrECeSadgvX/WLRsRTGX5YZ+Kco5cn/+mdw/VvJ7+AHeH/9+4yckraHrwS/x832r5St3kSrevQfrHj2w8vREq9Eyvtt4cktzmbFyBlf2uJIxvmMQQrDx1Ea+2PsF921ywtVnNN5PPVVnedb9JvGh5gpetGAdhRCUVZbx1z+LCD5YgeOY0U0uKym9gA2JmWQXltHdw4Gwfl7YW6uPNcV06rdFaTGuERHsHeyC/Z43Geo1tPETMo+QrPFVLcFm6PzcswBIvR5hbNk5WzvzePDjLNyzkNhdsQgE/Tv1J3p4NOER4VBeXm95o3t68vtvP0LgYRhwrUXr+kL59yx5eEmTzs0pKuM/y/fyx95Uhvu74+FozS+7TvHcj7t55sp+3BjaVe1YoZjErCAohHgSWCalPGbuhYQQrkAIhgn30xvJGwCEYRiNGiSlnNdQuvFYGIZd7gOAUGCOlDLH3HoqllN+6hSrTq9hYveJaIQJPe+ZiRyu9FNBsJnyVq0ib8Wv+L33LmBoeY32Hc1o39HV3aJlx46R/tZ8xNvjETY29ZZ1SWAnfs9NpvzvRegsGARdbFwY33U8635dgJtmGG4332zyuUczCrntk83083FizZOX0cXV8PsipWTNoXSil+1iZ3IOr147CI1GBUKlYeaOPhDnBsCak+UbEWL815SBNDFSylgpZRyQJISIbCQdYKmUMkFKuQxwBWabWC+lhZy8/35Obopjov9E005w82dzSTe6qs10m8Vh+HA8HnigzmNCCIQQ6Ly8cJoYjtA1vCyai52O9M7j0GYegizL3hu8puc1rEvdiLQy/bv4yawibo7dxFWDffj4jpDqAAiG93Z5Hy9+fnA0m5KyeH75HovWV7k4mRsEE4UQ99RcRBuINuVEY+Da1lg+Y4suqUZSAobRqHWm13jdo8Zzd+re8UJpRf4//cgTd3/KYI/BJuWvCH+FlQUBqiXYTFpXV2z79Cb/zz/J/WVFrWNlx46R9sYbCHt7XK6+2qTygvt055D9MDjwq0XreYnPJRzvas3+S7uYlL+orIJ7F20jrL8Xs6/oW293Z2cXW76+ZwQr96byzeYTlqyychEyNwjOw7Bo9g2cXUQ7rMEzzBdA7Qn4VV2c9aUDUNX1KYQIApKMLULlAqnIzubU9g308xhg2r2Z/FQKVxrWu+zsrOYIWoKwtUVjb/hCkb10KeVnzqBxdETr6gpmrCYzqqcH7xVfgew8yKL102q0XBV4FfsWvkf6hx82mv/5n/bibKfjhauNv1Nr58G8QHjRBV7vDlvObmLTxdWOD24J4uUV+ziclm/ReisXF3ODYJSU8gYp5cyqB4ZAaEmudaS5N5BezRgAA6ixx+E5xx8XQiRXPQoKmrdZqFK/kr372PHyk6xJXmPaCWl7sD7wEz4utlipOYIW4ThqFE4TJiClpHjnTmRREVYeHnjce2/1oBlTBHVzY33lQHZbDzEreJpiauBUfrU7jBgV2mC+lXtTWb0vlfev9Ue3+UNDPfpcCTd9A4/thdt+gD5XQEUp/PEMFGYwMqATd1zanSeX7aKiUm/ReisXD3PnCZ63QHYLLJqdQ+2A595Ies26VN0TDBRCLK3j+NtSSr+qh6Ojo6XqrJzDcfQorvxhA+P8xpl2QmYi2bbd1HJpLUAIQZdXXsHa379J51tbabi8rxf8/BBsa/5+hTUFugby+A3v4DRgMLKsrM48+SXlPPfTHt6c4Ij34qvg2HqoKIHOA6HbCHDxA79gw78VJZBzHD4Jg8xEHgvrTV5xOd9uPWnReisXj6bsIrFACJElhMgUQixugd3kk6gd4Fwx3EusLx0hRIQQYnWNY1tRexteUHtWfcfhQ5uw0pg46CHzCKes1PSItmrSgM78lecLO761eNlj/caS8vJLZCxYUOfx9/86wmi3bMI3zzC09m76tv7tnWxd4IYvoe9VsPAqbAuSee6qfry96iC5RfVPBVE6LrOCoBDiHmCulNJdStkJeBqIbOS0c7nWUW7Ne3tx5+QJwDDys8504/OkGs/BMEUizsx6KRZ0ePGn7Nr2m+kndB3BFl2o2kKpjbqsjydfFQSjT90NGYctWnZheSH3d1mNvG3aeceOnCngiw3HePQSN0TQ/8HEV6CxrlyNxpAv9G5AMr6vFwN9Xfhw7RGL1lu5OJjbEjwqpaweJ218vt2UE42jO2cD7kKIyJqBD4gxHq8SZcwTBrhLKWMbSpdSJgBZxmORxrQoM9+bYiFSSuaHl9JrYoTpJw2KYE1ZP9USbKMcbKwY0tOfJPcxcGBF4yeYU7bOgR/uWoN7pQ0V2dnV6VJKXvtlB0/3PUP3YWEw/lkwdQK8EDD2KXDtjtj/M0+E9+LLjcfJKqy7y1XpuMwNgnXtGNGjjrTzSCnjpJTRUko341y/pBrHwo0tvarXSVXzAWsEwHrTjceWGY/FSilNmrahtIwjSdsIjc9nYKeBpp1QUQpfXkd2VqaaI9iGTRrQmecqo2DUoxYvW6vREv9UFPl//VWdtuZgOuNOLuD2gs+bPiCnrABWPsfQ1O8J9Xfn4/VJjZ9jJiklxXv3IhtYeUdpu8wNgrnG+4D3GB+LMUxVUJRqexI3MCLTFZ224YnY1bKOIk9sIilP4qtagm3WhH5ebE2tIOPAekjba9GytULL7ImZHLzUFwC9XvLHiqXcoo3D6vpY01uA57JxgqkfQNyLPDnclkUbjpFtgdaglJJTzz5LaaJhIPqJu+6mMicHWVFRqzWrtH1NGR36NNATCARel1L+0BIVU9qvf21Okv3ITaafkHmYMhd/tBorNUewDevkaENIdzfSNi2Bf96xaNlWGiuu6DWF+O8XUJ6Wxh/bE3ms4G0Ifxk8ezev8IBxMGg6gxL+Q1B3Nz75p3mtQX1pKUII7END0To7I4Sg96aNWHl6UvDPPyQ/+JBJ+zgqbYPZo0OrtlMCYgH1P62cR7d6I8EZTqafkHmEXHt//Nzt0Kq1Htu0KUO6sCB/FOz/GQozLVr2NYHXIDYkkH3kAG/8ncz+4a+hG3GPZQoPfwkmPM/DE3qxaMNx8kua1nVZcuAAR6+bhiwvx/Xaa7Hy9ASoXhDCcdw4fOe/jRBCtQjbiaaMDgWqg+GOmmmKUq4vZ6BdAD1sfU0/qddE4n1uoru6H9jmXT3Yh5VnXCn2Hgbbv7Ro2X3c+7Dm5r58dnoFvSuPMHrS9KZ3g57L1hm6BBFSsIbBHpJl8clNKsamTx9835lfveaqlJJ/U/4lpyQHoHpd1tLERI5eNw19aall6q+0GJOCYI11QgOrnhsf4zF0iyoKADqNjluf/ZJOo0ycJA/gPYD4yl50U0GwzXO1tyasnxc/u9wGnSz/p3+l92g8f/qFe7qXomuBlYPE9i95yWUFCzccQ683vSOrMieHlMcfR19QgG3v3mw4tYEdZ3YghGDxwcWkFKRQVF7EzLiZbD69GZvAQHosXYKmgR06lLbB1N+yTsAzQLjx36rHdGBxy1RNaY++3bWITY/dib642PSTPgilNHU/3To5tFzFFIu5PsiPdxJ9qOwzxTCy11L0ekZs+pET9lo8Bze8jFqTCAGTXiPgxFK8yk7w14Ezpp9qa4tdcDAVdta8tPElnlzzJKcLTwPw3vj3GOAxAIBQ71Ae/uthXt30KrKTKwX//EvavDcs/14UizEpCEop/5RS3gBEG9cOrXrcJ6Xc0bJVVNqTng7+OHbyaXCPulqKsiDjEHvz7VV3aDsxtrcn5ZV6Dq5dAp9Ntth6oiU7luKUlYLH7c/h3rOvRco8j1c/xNBbmee8jM/+NW1rqJIDB0BKbG+4jgf/epC9mXtZes1SruhxRa189jp77h50Nz9M/YGEMwk89NdD0L0L9iHBLfFOFAtp1tqhxi2VLL1smtKOhQaOZeBzc0xfoDnzCNLBiwPZgm6dVBBsD3RaDVOH+vJFajfIPgqJfzV+kgkWZA7hJY83eWDE9aTfGUVZWqpFyj3P5c/QacKjxB/P5kBqXqPZMz78iJw/V/PI34+gl3o+m/QZvo713/P2dfTli8lfUFBWwOxDb2N72RhKDx+ud21U5cJqUqe7EMLZGPy2Yf6yacpF6njecZ55LYzMhV+YflLGYcrdAikqq1T3BNuRiGA/ft6XS/Hwh+Cvl5vXGiwvoWRpFD+s30HklNGgs+KDPsc5XNpCi147eODcbzwP9s7li3+PNZrd9913mO+6hdzSXN4b/x4Ousa77R2tHfnfhP+RXJDMgh0fceq55yjasaP5dVcsztzRodcLIY4AfwJ/AfHU3uNP6cD2Z+6n2M0OmwCTFhEy6DeFQyNew9vZBludtuUqp1hUPx9nBnRx5lsmg77CsHNDU61+noyjO+kf6E+IvzsaoeHFp3+nn7dpmzE3SVkh96XMInXHSnKL654uUX7mDClPPElxST65ZXm8P/59kwJgFRcbFz6Y8AE39LkR/6+/xmH4cEvVXrEgc1uCAVLKnhg21Z0gpewFmNaxrlz09mftx2VIMI5jx5p+kr6SQ2UeqhXYDs0Y1YNPN6dRcc9acPNvWiE7F1O5cwn/lzeTJyYPqE52KNew/5KR5J9uoZ3hbRyxGvUw0Tbf8/22ulucQqdDP7QfNjYOvDf+PbwdvM2+jK+jL172XsTs/YTkf1Zz5p13mllxg/jj2cz+YTdXvbee8W+t4Z4vtrIsPpmS8kqLlN+RmBsE46B64ezpxjQ1YV4B4GDWQSYu3EfxHjOW1Pr8SrRHVtHNXY0MbW8mDTAEhd/3psHWTyDuv+YVICUkfMH/3GYRMjSIXt5nF1jQOjjy9sO+/F1o0vr8TTNiJj00qRz+94fzpktUZGejdXTkTd9d/HTkp2ZdRgiBRFLq7oBNDzN6SeqQW1TOA98kcMenm7HWCh4a35P/TOlPiL87C9YmMvmddWxOsuwiBhc7Ezd7q+YuhDhsbAH2NK4dCoauUaUDk1KyP2s/jpNuR+fT2bST9JWQlcQ+J2+6+6qWYHtjpdVw32WBvPfnYa665VI0q8Ig4DLDMmWNKc4GG2dWD/+Uz77fzZ+39al1WAjB2OAI/ln7Ndf0nNoyb8DGEc3k18hdcYp/EzMY08uz+lDGRx+hsbXjtYdew0bb/Ll+9w25DyklJ/xO4JiXh9bZ/PGExzMLuf3TLfTycuTvpy7Dy+nsEoOX9fHi3jEBLNxwjDs/38oLV/fnpuHdml3vjsDs0aHGAIhx6bQlqIExCpBRnEF2STY9r7kFq06dTDsp9yTISrYXuNBdjQxtl6aH+FFYWsGKNFeY/Bp8fw9kNbI2Z1EWLLyass2f8uIv+5l9RV86OZ4faK50H811H+3hcMrulqk8oAu6Bf/hU/j230O10nPuvZaYIenYW9mbvjF0I/Zm7mXGshs5HBZGeZrpcxQBTmQWcWPMJsL7e/PxHSGGAHhiM2x4HzbHwtH1aGUFd4/uwcIZobz6236+3tyM+7QdiLkDY54UQvhXvZZSfi+lzLV4rZR253DOYUbmepIe+YDpJ2UfA7ceHM0uU1sotVM2VloeC+/N3N8PUDzwNhh2K6QfrP+E9EPwSRh0CmR+5iX4uNgyPbhrnVk9fXvy+/xpfHvixxaqvcFd3od46Oh9pGQXApD94w+8vfoFnFy9qtcEtYSBHgMZGnAp3784Dp23l8nn5RaVc+fCLUwe2JnnRurQbFlgOJBxEE5ugSNx8P3dsOZ1AEb0cOezO0N59df9rNrbQtNMLiLm3hMUUspjtRJqBEWl4wrxDuH56z/A8wEzgmDAZRTds470/FI1Ub4duz7ID08nGz5cmwhhL0KfKyBpLfwzHwrSDff+KsoMq8ssugb6X8O20LdYuDmFV68bhKaBRdNv9ruGrJ9+JLe05b5rewycSGerQrb+thApJXtXfkdxYQ4zh8y0+LWeDHmS5dlr2bPiS0qPNj6mUK+XPLp4Oz3c7fmP51rEgjGQbWzhBd0BN34Jty6Bxw/AmMehNB8+m0yo7hhvRAzhiSU7OXIm3+Lv42JibhBMNO4jOL7GeqJqA1uFnNIcvDsHYh8SYvpJqXtIOZWCo40V7g7WLVc5pUVpNIJXrh3Ix+uTSDhh3DlBo4VDq+DNnvCKF6yZA1Y2cP9GMkfO5qHvdjJrch/6dG54t5FeTgFMOGzDTwdbcMc2nS2Zwx5g4OEFnMhN5okxx3lgysvYWll+W68ujl2YMWAGG3//lNJjxxrN/+k/Rzl8poAP3b9Fs/EDuGM5XPH6+Rk1GrB2AJ099J4IC6/iKqst3DKiG48t3kl5pd7i76UiK4uy4+2/y9XcIDgPmIhhisRM4yPM0pVS2p/Z62eT8FQUWV+YMVF+5TOU7fuDru72Fu12UlrfQF8Xngjvw0PfbCctrwT8R8Ndv8PTJ+G+jTD2KQAKNU7MWLiVEH937rzUv9FyrTw86P3JF4QHTGrR+gdMvJ/SYh37b7yOiV0uZ6TPyBa71oyBM1h2uQ1/d214tZojZwp4a/VB3r1pGDaDp8E9f0K3EQ0XrtHCmCcg4jP46X6e7HGU0opKPlqTaJG6V6Snk/fbbwDkrVhR/fee+8sKCtb/Y5FrtDZz7/hG1bF02gQL1kdppz6Z+AklA1OwsjKjRZeZyFG321VX6EXi7tE9OJCaz62fbGbRXcPp4mpn2MLI1jAS8kx+CfcuisfZVseb0web/MUnoMyFtLff5/hTkXR36d4idddY2/LdqIdJtnqfty9p2c4tWytbHg1+lDWfv8olnZPxuv/8Wwh6veSZ73fxZeclBFfYQuDl5l2kzxVwx3J0nn14a7qe6TEbmNDPiwFdXJpV98qcHPL/XoPTFVfgfscdZw9oBMK464csK0NYt5+eHbNHhwoh/IUQ08BwP/DcoKh0PPll+SScScDWy9v0G/5lhZCXzK4SL3p4qjmCFwONRjD3+kGE+rtzxbvr+WR9EkczCklKL+CT9UlMmr+OAA8HPr0zBBsr01cH0rq5ccg2h9j4/7VY3StzcpgY2A13p+7kb/29xa5TZbL/ZKKmvoxjaN2ryHy79QSjM5cQXLwBPJu4mLhfCOgcGBT/DM8ES55cuouKJnaLZnz0EXl//IFNr174vjGv+gtMcUUxUkpcrroKh0svpfTwYZKuvqZd7aNo7ujQezF0iYYDSCmPVQVEpePamb6Tl9e9wIFhQVSkp5t2UmEG+AxlV7aOHh4qCF4srLQa5kwbxBsRg1m1L42wt9cy6Z11rNqXxls3DOHtG4aYFQABNDY2jH3mXV6+rI57YRZy9Puv6PHJL4zqFITtP68b5rC2ICEEPYIuY7XbKc6k1p5SkpZXwt+/L+UB+R2am74GZ5+mX0ijAZeu3H7saWzKsvlmS9NW4LEbMgSb3r3Zn7mfFze8yI+HDSN274u7j1+P/grArvRdWAUG4Pv+e2hsbJAW2l2kpZl7TzDLuKVSbI00NUWigzuae5Ru7j3oGbcaralzBN26Q9RakjKKCFQtwYvOxAGdWRJ1CUdevYL9L01mSdQljO/r3eR7vzI9k8OTJvLm+lct/uGaV5ZHpNMP6J5/nH5XzKS8pJCihCUWvUZdhBCkbV5Hxm13I/VnW2jz/jjI1E4paKe8aWjNNdfYWQifIXzm+BHzV+4nu9D03SyylyyhKD6esqB+/Cc5hv/74//QCA39O/UH4IPxHzCh2wSKyot4fM3j3PzrzSR2Kqc8JYVj10dQWVDQ/Pq3MHODoDznX4DmrQOktHvHco8RaOOH1tnZ9C2Ujq6nKPFfzuSX0sPDsWUrqFwwQgisLLBDvJWXF96vvsKvyatYm7zWAjU7S//rXywf9B7e7l3p5+fBzy63UrDuA4teoz733vwGvZf+QCWGILj7RBb/7j7IsNtehWG3WeYiGg1c+xHuthrCu5Ty9upDjZ9TRQgO5yZy/c/XU1pZys/X/sx/LvkPfdwNK/w4WjtiZ2WHvc6e36b9xuVdL2fGHzNYnPMXnk88jtax7f9tmz1PUAixBIgyTpxfDGSZeKKrECJMCLHUhLwBQohIY/5ZjaUbj4UZj80SQsSY+b6UZjiWd4xB8VmkPPa46SclLCJ/35+42uvU9AilUUIIXIePZKbndXyw/QMqLdRd+e2Bb9m+ZzVW5WdbYn6X382MiqfPW0+0JQiNhpVn1vHR6zeir6xk19KXWOr6IX5uFh4sZuMIM35l5nVh/LztCPtPNzwytSI7m/KUFBKGu3Pv6Te5e9DdzL9sPp0d6l8S0VprzX1D7yM2PJbP9n7Oe1ZrKTl+jOxvv7XY2zicls/81Ye48/MtTP3fv9z5+RbeiTvEkTNNb3GaOzDmewzzApMAD+B1KaWpE3iq2vUBJuSNkVLGSinjgCQhRGRD6UIIV8DVeGyeMW2uifVSmulY3jFcb7wB33fmm35S5hFOaLqo+4GKySoLChn63GKsMnL58UjzV5E5nH2Y+dvexjnyLuwGn922adKgrmSXajm6/FXDJP8WdqnPJXj/e4ivvn+T6/O/xn1ay310BeRt4U/H//DWrzsazFfw11+ceXs+uWW5vD7mdW7td6vJXdlDvYby5ZVf8m/Kv3y07X3KUk41uwv7dG4x930Vz5T3/+FIegHj+3px75geXN7Hi0Np+Vz53voml232onjGHSTeqHothLhHSvmJCefFGYNVg4QQYRiCbJUEIEYIkVRXOob7kyFAFLDMeGw1MLuxaynNV1RexJmiM/jl68DZxF90KSHzCAe8OhOgukIVE2kdHei1dg33pv3Dfzf8lwndJuBm69akssoqy3jpjyf58FMtQ6cE1jpmbaVh+vDu2G57Gnw8YKTlV46pyc3Zi7xXHmT5tvcZ3PMehvZoZC5gc/QYh6tHZ8Yn/49/DvdndC+POrMdGdUdxzF9meY1oM7jjfF19OWTiZ/w69Ff8Zp2N7KoCH1FBVoX86doxO1L47ElOwjv7826WZfj7Wx7dhNnfQX/d6k/Z/JK8H61SVU1f3SoEOKIEOKw8XEEQyCypABqb9SbZUyrLx1jyzDqnDIaWcVXsYSc0hxCO4dS9OI8CjdtMu2k8mLoFc72Qg8C1KAYxQzC2pqgjZmMtOnL61uaPlr03YR3KXewpffcd9C6up53/OaRgbxYfBOVa16H4pymV9hEIjuUyX8JTjt6Np65OTRarK77iOnataz4efH5W0hlZHDstts4cCKeg3lHmnUpH0cf7hl0D2lFaWx7/qEmdYt+ufEYD3+3nTnXDeTtkFy84x6Gt/oaNnEuTDesRrRgNF7xbze5nubeEwyUUvaUUvYyPnpiWDXGklzrSHNvIB0AKWXNoHcjdSznJoR4XAiRXPUoaAcjl9q6Lo5d+GzSZ/h//RWOl5s4odfaHiI+41BWOQGqO1QxgxCCsqQkHut2B4XlhZRWmj8fbfXx1fy9bSmv9ngQ5+F1rwzT2cUWqz4TOWEdaFgDtQXlHt1OzLqTuF16PZ+lLaeovKhFr0enQJhsCO6/7DpV61CpvQ5x01RuGx7FVAttYZVamMq6qT1wv/des85btPEY81Ye5Kt7RjBl/yxYeic4eML1n4CTD9h7wCM7YdSjkGbGHqbnklKa/MCwm/y5ac5mnO8KxDeSJxLDvb+q1wFAdn3pdZw/FwgypT6+vr5SaZ71yevlxsQ1sjA+3vSTDvwm9fGLZP/nf5cHTue1XOWUi5per5cVlRUyrTDN5HNO5Z+Sw78aLjcueFmeeuGFBvP+eyRdXvPiQlmcfqyZNW1AQYbMfbmHXPD+HKnX6+UtP98sY/99p+WuV8PSbSfl1DlLZEl5hZRSyuKDB+VzKx6Wj/71aItcLysjRSZFPyErCwoazbt6b6rs//yv8sCW1YaEUzukLGn4swJIlmbEs6qHufcEXYQQT2K4H1clCkPLy1KSME7GN3IFtjWQXk0IEQEsllImCCFcpZQ5FqyXUofskmzsTmaQ+t4vBPxg4hipw6soxJ6icne1j6DSJFlffU3FmTNsvCaAlcdW8mHYh42eU6mvpLNDZz6e+DGDPQc3OljjkoBO6N0D+XpvCXe7L4OB14Ml17iVkoJl97G5LIAJ0+9HCMEzB3pRlroPLrXcZepz3QAXJq54jD9/reDKqTez+bPXsSnewyOv/9Yi1/s86VtsKnZwd1kJtg719wDtScnlqcVbiev2FT4bDsDQjeAzpEXqBE1bQLsnhgW0qx6mjPasyfXcBCFEdRnScH+vZp4AYGl96TXKCAKSpJRVAVot7N0Krg68mrDLZpgeAAHSD3Lauhu+rnbY6sxbPURRABwuvRSX667lmsBreHPcm+ilnmO5x+rNn5STxI0rbqSsrBj3lz6m7PjxRkc7CiF4ZEIvvlq3H/n707Dne4u+Bxn/BWUn4kkY+hI9vQ3rq/ad+SRD5rzPybyTFr1WXbS2TpwOfoKh259j49F/eWrQHq54+n942NU9WKa57h/2AGvGufHhwU8pP1P3psIZBaU8sHA9P7u/j48+1bBouM6uRepTxdwgOF1KObPmAxN3ljeO+pwNuBvn89UMnjHG41WiquYDAu5SytiG0o1lxQN/CiGyhRASCDXzvSlN8OqmV0mOX0/JITMm4KYf4Ij0I8BTjQxVmsYmoAfW/v4Ubd6Mvc6e7We2M/2X6by97W2S85MB0Es9u9J3cST7CP4u/jw38jmsrWxwnDABnY9pS5FN6OeFg2sn/g54Ev54GopMmhZtkvUiiIf0TzJz8tmPKq2TExkZJ5j/RkSL7qFYpfeVD3NC703K/ZE82Pdegn1a7mPT1sqWuWPnkr/oa/a9/vx5x6WUPP39bm7rdAg/Fx383y/gYOIKVM1gVneolHK7cRPdICnlD8YFtLebeG4cEEcdA1aklOHnvE6i9tJspqSrvXhaWUlFCd8d/I7bS5wpsnfDtnfvxk/SV8KoR9iZ4U2AR8t+w1Mubvq8PNLmvE63Tz4m2DuYL6/8kve3v8/VP12NnZUdFfoKBIKnhz9NT7ee9Mt1oEKfjuu115p8DUNrsDfRP5SwqftQtHEvwjXvNa/iJXmUb/2c/2wYQOTkq3Cx19U67FpmxSPZITjrGt5r0RKkEMQO7E7n3KM8GHBLi18vwCWA/jNn8eS+T1lWmouLzdkpE4s3H+VM8mGmP/YgwvYRw7ZQrUA01i9eK7NhAe1wIFNKeZ8xbZo0fcJ8m+Ln5yeTk5MvdDXaraoupi23bjF7TcgZn2/h8r5e3HGJf8tUTukQpJQIIZDl5QidIZjkl+VzquAUVhorujl3Q6cxpJ955x20Ts50uvsus68x5f1/uLWfFbcMcQOvJu7qAIYvgd/ezPGMPB7kaX56aBxaTd1/O1/t+4pebr0Y4dNy8wbPHNjOG0c/JT/7JvxlHk9fPwpsm7fdUmOklDy28gFG/5jItfOWYOXiwtH0ArZ+cAcTOxfiet/KJpUrhEiRUvqZe55aQFtpsuSCZHwdfcn9/nsqc038Ndi5GFb/h6SMQrVajNJsQggKN23m2K23VS9C7WTtRB/3PgS6BqLT6KjIyqIyLw/PRx7B/a4ZTbpG9OS+vP5vHlkOAbDtM0jb17QKx71IWfoRpmfcy4vXDq43AOrLygh86RsWrH7VYkvEnetUwSkqvv6R2RkjeWZSECEH3yLnp6da5Fo1CSF4buxLnLErJys/jfJKPesXPstk65243vJpi1//XGoBbaXJkvOT8XPwJf+vv5FlJi4vlRJPRXkpJ7OKCFT3BBULsA8NweeVlxEaTZ1beWXGxJD9zTcIIZq8i8XY3p6E+Lvz9uqDkJ8K394I+WnmFZJ3Crl7KY9porl6RD+Cu7vXm1VjbU2f2+8j26qU7w5+16Q6N0RKyWNrHuP4zMm43XIz3TrZs3vIM1gf/AUOrbL49c7lYe/BffP/xLNLT5Yv/IDrC5dgc8f34GJ2Q67ZWm0BbeXik1yQjJ9LV7p++D+sPE1c6SL9AGk2/jjYWOHjYtuyFVQ6BKHVYtu7N/rCQpKuvoby1FQqMjM5ed/9SL0ej4ceppOZE7Xr8vyU/nwfn0J8j5nQfRR8McUQEBsjJWQcBucufB70A/vKvHlyYp9GT3O/6mqeG/k8i9bMJzEnsdn1r1Kpr6Ti1CnmrfRkpFcoQmu49/Z/k8fwuv4Oyn58EIqzLXa9+ggh+Pn1WeT9+BVnpi3DpuvQFr9mXVpzAW3lIpOcn0xgpo6cH8xYzDjjEIf0vvTt7NTkb+WKUheNgwOBf/yOrnNnhE6HU9gEqKxE6+hQ/UHfHD08HHhoQk+if9hNyZXvgV8oHPun4ZNK8+HnB+HLaRw5lcEbf53gjYjB2FmbVp9uP23l4SOBzF4/m/LK8ma/Byklz/37HD+eXolrWHj1fVQAdwdrvMfdwwLtzUirlh+0VpiyF+uyPeQ/MIceg0e1+PXqY/ZGX9KwgHaclPJpU0eGKhenKQFTGGLf2/Td5KWE6xawrcSPPp1bfuSb0vFUrQOqdXbG9frra33IW8K9YwJwtrXiv78ehKn/g0ERcGo7/PIIpO45u7AzwI5v4H8jIfs4+bf8zL3f7OGeMT0I8a+/G/RcHg8+QPjcL5FIPtjR/D0OF+5dyIldG7i812Rcpp6/LNpdowP4umwMq7cfguRtdZRgIflplC6cRolTDx4cP4a/np7BlgN/tdz1GtBoEBRCPCWEWCyE+EgIMd6YHCCEWGlMn9bCdVTaqIn+E+k97mo8okyaKmoYGddjHLvTK+jjrYKg0v7otBrevyWI3/ec5ustJwyJti5QXgKfhMEcP/j1CUN6RQmE/5fSW3/kvl/O0M3dnkfDTJhGVIPG2hpNfiGvbPanm22XZtX9pyM/sWDnAp5N6IrNxl115rGz1vJ4eG+2xS1DfnerRedFVisrJPez6/i3vDcj7noLjbUOra0t89a9SGZxpuWv1whTWoKxwFEp5X1SypqhejtwlNpLqCkdRHZJNjf8cgPpixZRvHOnaSft/Ba+uYGDqXn06ezcshVUlBbi62rHx3eE8Oqv+1m+IwXcA2BaDEQfg7tXw8j7DRlD7qK4z3U88M0O8ksr+N+tQfWOBm2I1tERd+/uXOc/hYNZB4lPize7jF8Sf+G1Ta/y3vj36Lfgc5wmTao3b0RwVzY4hpFo3cewaLUFumFrykg9yfpsd8TU9+niZo8QgrEvfEj3XiG8vDoavdQ3XogFmRIEJ0gpnz430dgd+jQQZPlqKW2drZUt9w+9HyudDrQmrrlwZh+lzt1JyytVLUGlXQv1d+fDW4N49sc9vBN3iLIKPehswbu/YZcG4MiZAm6M3UheSQVfzAjF0cbs7VsBEDodng89CDodRw5uYnf6brPO/+nIT7y86WU+LI3Af+HfCJ2uwfvxWo1gbsQQbky/k5K8M/DPO02q93n0lVQeXMkjq3L4s98rTBnmX31ICMGTGaGM/TieRXsXWeZ6JjLlf+W8n5ZxgEy9x5WLn63Wlsu6XgY3m3FS6m5SfK6ks7PteatkKEp7c1kfLxZHjeTxxTtZvuMUN4R0pW9nJ/JLK1hz8Ay/7T7NrSO6M2tyH2ysmj8wJ+fbbxm2/wBdXp/DybyTbEndwrRe0+oNaFULCZwpOsN7499jqFUg5adPm3StAV1cuGFUf+47+DSfDL8crZTNWzxcr4cVj5K7fx2ZmnnE3B5yXhbva6bRM9ifezY+wgCPAYR2bp2VL01pCTa2dXPTtnZW2rXP9nzGvNXPkfLkU8hKEybzSglpe9kvu6lBMcpFY0AXF1Y8PJqHxvck/ngWr/22n8/+OYqLnY5fHhzN81P6WyQAArjdcgs+L7+ElJKM4nQ+3Pkh96y6h82nN583oT6rJItbf7uV7JJs7uo6nd5/JqL18MBu8GCTr/fIhF4cK3flky0ZhvucCU1soVWUwvd3UXx4LdMKZvH2rZfU2SrW2NgwyH8EbxwdwYvLHyajOKNp1zOTKS3BnkKI7lLK4+ceEEI4Y9hVQulgTuafxNvaGdsBXqYNPxcCHk5g0+/H6NtZzQ9ULh46rYZpQX5MC2rZid5VI13T5syhu68vP970I4v2LuKJtU8gpaSrU1dKK0t5LPgxxviOIWpwFM7WzlScOkFZUqLhi6gZrTlbnZa3bhjCrR9vZvzVk+j1x92G+YOXPmxeq/DYekozj3N10QvcOyWE/l3qHw8gNBr6u/Thv0PD6GTb8otngwlrhwohXDDs0DAHw5ZGecbgFwLEAMFSyrwWr2kLUGuHNt09q+7hyh5XMq2XiYODC85ARSkR357k5uHduD649VeGUJSLQWlSElonJ7QeHiAlleg5kHWA04WnsdHa0M+9H572npSfOkXxnj04T5zYrOvFrE1k0cbjrIhwwu2nW2HAdXDF3MZPPLEJhIacTkOZ/uF6RvT04uWpA02eH3z6QAJvpX3DS5e+hL2u8X1HW2ztUCllLoaAdyOQI4SoxLDTewwwsb0GQKV5UvJT8F97hKxFX5p2wo5vkKue5WBavuoOVZRmsAkIwMrTk5wlS0l94UWsNFYM9BhIePdwxvqNxcPaDSkl5SkpFMebP5L0XJFjAwju7sbdq8ooumsNDLrBcODwaiip4+P/9C74/h748jrKU/dxzxfb6OHlwn+vMT0AlqekkB/5KCOdh2DXwhP3TZosL6XMkVJOxHD/LwToKaXsZZw4r3QwFfoKTheexmPocGwHDjTtpLS95Lv0obC0gp5eas1QRWku5yuvwO222wDDDhlFCQlIKUm6Ziolu3ZhHxqK9+zZzb6OEIJ5EYPRaTXcvewERV5DoLQA1syBN3rCZ5Nh2d2GecAnNsGnE8HagcJ7N3LXrn5I4L2bh5k1PUTn60vPlSuJGHY7uSU5zFo3i5SClGa/l7qYu2xarpRyuwp+HVt6UToSSZeg0dgHDTPtpLS9HNf2wN/DQe0mrygWoHVywraPYfK9TWBPrNzdEULg98H7pn85NZGtTstnd4YikdwQs5FTxVq49y+4bwMMux28B0BlGfiGwKxEjl7yGhHfnkRK+OKu4U36m9fY2VG0dSs5Mx/FWefEjStu5I+jf2DO9n8mXceipSkdwunC03jaeZJy592UHj7c+Al6PVSWsb3MsGaooiiW5XL1FKz9/QFDd6kl1ko9l4ONFYvuGsEgX1cmzV/HJ+uTKHTyh2G3wpjHQWdHdomed9ed4qr31jO6Zyc+u7Pp8yMBbIcMweuRR3nukud5buRzzNkyh7tW3sW65HUWWUsVzNxU92KjBsY0TXllOZklmTgmHMFu2FC0jqZ1b973VTyD/Vy577LAFq6hoigtad2hdN5cdZAjZwoY4ueKu4M1aXkl7ErOZWg3V6In92lwqyhzlSYlkfbKK7h88CbfHF7M94e+J78sn/mXzeeSLpdw44obWXrN0iYNjFFBUAVBs2WXZKPT6HC0NvHeXupuKM5m9JIKXp82mNG9PFq2goqitDgpJYfSCkg4kU1+STkejjYEdXPDvwU2y5ZlZeSvXYtzeDjlaWloPD04knOEzg6dcbFxYWvqVob7DG9SEGx6O1XpsD7e/THeu09z+T95dPvMhJ2gdy2htDCP5OyJDPRVa4YqysVACEGfzk6tMtpbWFvjHB4OQMoTT9Bpxgz6TJhA8Y4dyP79CXLo2+SyVRBUzDYrdBalvbKQo0zcQiltLyfdx9LV3Q5Xe+uWrZyiKBe1brGxYGWFLC8n5Ykn6f71V1i5N73rVQ2MUcy248wOymytsO3T+O7YSAmpu9lV7stgX9cWr5uiKBc3jb09GmtrhE5Hzz/jDJsoWzf9y7UKgorZHv7rYU4+9BDZ3y1uPHNFCXQbydo8Hwb6urR85RRFUcyggqBiluKKYrJLs/F48Tmcr5jc+Ak6O7jxSzYnlzKsm2uL109RFMUcrXZPUAjhimG1mSgp5fRG8gYAYUASECSlnNdQurnlK02XVpiGtdDh5uSF1tmElt2Ob8iqsCG9wI7BfqolqChK29KaLcGqDaQCTMgbI6WMlVLGAUlCiMhG0s0tX2mi1KJUAvHkyPCR6IuLGz9h12JSko/Rt7MT9tZqHJaiKG1LqwVBY+Da1lg+IURVS69KAjC9vnRzy1ea53TBaRy9fem9dQsau0YWtpUSTm1nc6m/6gpVFKVNaov3BAOAnBqvs4xp9aWbTAjxuBAiuepRUFDQzKp2PKlFqXSX7siKisYzZyVBeTErMzoR1E3tvawoStvTFoOgax1p7g2km0xK+baU0q/q4Wjicl/KWTqNjhEJRZx53YT9xKwdKJv0BjtOFRHcXQVBRVHanrZ4kyYHqLm4pHsj6UorumfQPTAIpF7feGanzmxzn0Inh510c298U0xFUZTW1hZbgknUDnCuGO711ZeutKLlR5ZzOuFf9EVFjWf+7lZObf+dEQHuJm+mqSiK0pouRBB0PTfBOPUBqB7gUjNPALC0vnRTylcsZ9PpTeTNnU/poUMNZ6ysgCN/siFNx4genVqncoqiKGZqzXmCYUA44G6c2hAnpawa7RkjhJhrDHQAUcY8SYC7lDK2kfTGylcsZM6YOTDGhIzpB5AaLb+lOvFAgOq5VhSlbVJbKamtlEx2uuA0K3Z+xy1iBA6XXtpw5vgvyN38FeHZ0Wx+ZoLqDlUUpUUJIdRWSkrLOpxzmJ07VjJ518HGg2D/qSw+3pkxHp4qACqK0ma1xYExShuVWphKRR9/usYsaDxzeRE/nbRnbG+1ga6iKG2XCoKKyVILUxl8XFBysJFBMXmnkPMHkJyayphenq1TOUVRlCZQQVAxWVpRGt1PllKWlNhwxhMbyXHqg7+vD+4OahNdRVHaLnVPUDHZmaIzlN46BedeVzSc8fhGtot+hPXzbp2KKYqiNJFqCSomO1OQSreftjW6e0RlxmF+yApg4gAVBBVFadtUEFRMNrXLJFyTcxFWDXcg/B0Sw27HS+nj7dRKNVMURWka1R2qmOyukQ/CyEYypcSzf9t+wgcEqakRiqK0eaolqJgkpSCFtxb8H7k//9xgvsqNC7BJ+pOrh3RppZopiqI0nQqCiknsrOwY7DGo4Ux6PeWH/2KfXRCD/Vxap2KKoijNoLpDFZO427oTHvFkw5lObUdfXkzASLVMmqIo7YNqCSom+e7Ad/zx2I2UJtW/JnlWYQkflE/l2mD/1quYoihKM6ggqJgkMSeRAg97NA4O9eb5JsWLPT1m0K2T2kBXUZT2QQVBxSRnis5QdO3l6LzrnvtXmXmU4H8iuXW42Yu4K4qiXDAqCCom0R48Rt+P/673+OE/F6JHMKFf51aslaIoSvOoIKiY5LhVLjaj6p4kKPV67A7+QEX/67HSql8pRVHaDzU6VGlUhb6CIzbZeFwxpc7j8ds2MKAyDa/Jt7VyzRRFUZpHfW1XGpVZnMntq8qxW5Nw3jG9XvLfjRX8GrIQO0c1N1BRlPZFBUGlUS42Lky450Uchww979hvCYfpVHCIKZMmtX7FFEVRmkkFQaVRVhorho6bjnXXrrXS80rK2ftbLPPtF2Kr016g2imKojSdCoJKo35cH8vWUUHIyspa6W/9tou7xM+4Tnj0wlRMURSlmdTAGKVRV4bcQt57gxDas6291fvSsNr5NS6dXBEDr7+AtVMURWk6FQSVRhVWFuM6NKT6dVJ6AU8t28nHIwZi3XMSaFRXqKIo7VOrdYcKIVyFEGFCiKUm5A0QQkQa889qLL2xY0rz/PXozWx97SkA0vJK+L/PNhM5SEvolXdBbzUgRlGU9qs17wlWNSUCTMgbI6WMlVLGAUlCiMhG0hs7pjTD9+H2WEVM4UBqHtM+3MCzTr9z39GHobzkQldNURSlWVqtO1RKGSeEcG0snxAiDKi5VUECECOESKorHYit7xwgtqFrlRTksui7Z6lwsMHl4GnODAym1NmDbut/x7PfUJxsnTm6fR22lz+A0FhT/OfbZPftgqa8AuekdE6MmoRNXjZee7fSY8hYSvKySTtxCKdJz1B2YguFB/4gL9AL65xCrPIrSR0yCufkRDyyUuneK4SsU0nkV4LDiHso3rGM/PzDFHVxxf5UNmV27mQHDsJzfzzu1tZ06dKbU4d2UNm5H3Z9r6Bg7XvkOZZT5mqPy5E0svz7UeTlh+/mv/Ds1hM3V2+Ob1+PbvgNWHv2I+/n58np5YXeSoP7vtOcGD4GITR03byWLsNGoamo5OTeTThd9SL6zCQKtnxFTl8frApK0J88xRJdOet3ruYTv5UMzf4DcedvoLM17T9fURSljWqL9wQDgJwar7OMafWlN3ROLUKIx4HHq153srFi45HlpHgLIldWskru5bi7A6//dpzSgo34aAXOf5axiGFUSFvu+nU9i1y0OBXCrb9X8mWnE3TPKGLGn+k4FG+kKFuPOKDnLU0EI1N+ptehf/nZQUu/RD29EwVf2uznsv0ZhCYX4pTxJyknKsgusWNB3liu3b2MQs6wdoSGy7bqybO2YXn5Zu5Yn4LWrpI+vlaU7yrniM8+4k4GMmPtCvb2ruBggIab1lSyeehOdnRz49m4Y+QPWks3Ry02a8tYVejCfjctj/3xD8t1GorsIOr3Sn5yPoaQgmd/P4mmcjO6InDYWM67Nvvpnb2eyzeu51cXLb6pknvX6Fl7tyu/jNlOl+QTcM9f4NHTAv/ViqIoF5aQUrbexQwtwT+llMEN5JkFdJJSRtc45ygwp650KaVbfedIKd0aqo+fn59MTk5u7tvqOPSVahCMoihtkhAiRUpp9jY2bXGeYA7gWuO1eyPpjR1TLEUFQEVRLjJtMQgmUTuIuQLbGkhv6BxFURRFqdeFCIKu5yYIIarv3xlHd9bMEwAsrS+9oXMsVF9FURTlItWa8wTDgNmAu3E+X82BKzHG41Wiqub8Ae5SythG0hs7piiKoijnadWBMW2NGhijKIpycbiYBsYoiqIoSqtQQVBRFEXpsFQQVBRFUTosFQQVRVGUDksFQUVRFKXD6tCjQ4UQFUDqha5HO+EIFFzoSrQD6udkGvVzMp36WZmms5TS7PWw2+IC2q0ptSlDajsiIUSy+lk1Tv2cTKN+TqZTPyvTCCGaNN9NdYcqiqIoHZYKgoqiKEqH1dGD4NsXugLtiPpZmUb9nEyjfk6mUz8r0zTp59ShB8YoiqIoHVtHbwkqiqIoHZgKgoqiKEqHpYKgoiiK0mF1yHmCxr0MwzDsSB8kpZx3gavUJhn3ZgzAsGFxoJQy6sLWqH0QQsSon1X9hBCRQBaQAyRJKZMubI3aHiFEEBBifOmqPqPOEkK4YvjZREkpp59zzOzP9o7aEoyRUsYad6RPMv5RKjUYf9FcjT+neca0uRe2Vm2fECKCsx9eyjmMv0NJUsplGL5cqS8LdQsz/u3FArFCiFkXukJtSNXfV0Adx8z+bO9wQdDYuqn5zTMBmF5P9o4shNofUKsxfMNS6mH8FppzoevRVhm/WEUYP6CQUi6TUkZf2Fq1WTfWeO6O+r2qZvz92XZuelM/2ztid+i5H1RZ1P2NokOTUsYJIWr+QgVQ+xdMOV8QEHehK9GGhWD4dh6B4W9Q3YqoX5wQIhuIBjC2CJWGNemzvSMGQdc60txbuxLtwTn3am5EtZjrZfwWqgJgw4KAECllOBhahkKIuao1WKc5GD6r5gJLLmxV2g3XOtIa/WzvcN2hGL4puNZ4rQJgI4z3ce5VAxgaJqXMudB1aONyqN2NlQREXJiqtHmzjYOregDuQoilF7pC7UAOTfhs74hBMInaPxxX6uhfVgyMXVeLpZQJxns6yjmMgxYCjD+rGwBX43OlNvV3ZoKqvzkwfLEyjoB0vaCVah+a9Nne4YKg8aaqa42kAEB9y6qDcZh2kpQywZikBsbUQUo5zzgibRmGLtEc43Olhhq/R1VCAPVzOl8O59/LWn0B6tHWudZ80dTP9g65dug5c0kC1E3n8xl/RomcvdHsCsxT92/qZ/yZRQGRQLT6vTpfjZ/RViBU/T7VzdgarGrVuAKxqrvdwHj/PRzj3xkQV3Wrpimf7R0yCCqKoigKdMDuUEVRFEWpooKgoiiK0mGpIKgoiqJ0WCoIKoqiKB2WCoKKoihKh6WCoKIotQghZgkh5hqHm9d1PEIIoeatKReFjrh2qKK0Oca5T9GcndwbjWHifTwQDLhLKacLIeKB6S29hF1D8/eklMuEEGq5QeWioIKgorQNAVULSwMIIaIx7I2WYHxdtZ9ciwdARelIVHeoorQNWY0cT4LzdvZQFKWZVEtQUdqAxtYaNXZBBmHoLo0y7vdY9Toa4/581N6pYTaG3T9yoHopriruJi0pZbgvWFVuAIa1ZNWWUcpFQwVBRWknjDt5xNXxOsC4OW3VRqw9pJQ5xsErkcA8YzC70bgjAUKIpUKIOBNallEYumWr1mZUi6grFxUVBBWlfcmpI63W7gw1FlrOAgKNzyOALGPrsepYEMZu1gYsBlYLIRIwbKmldn1QLioqCCrKxaW+e4udgMQa2xlFmVhekpQy0NgCjBJCVLU6FeWioAbGKErHsBgIrZlQ3zzAc0SCYa82Y1dqYCP5FaVdUS1BRWlDjN2VIRgGoUQJIeKrBrAYj4Vh2Ll+mzFPCOBufH0Dhh3uIzHMMbzR+DrIeP9wsfFYEuBqatemcUBNDoZ97eZa7t0qyoWn9hNUFKUWIcSsxro8hRCRatNg5WKgukMVRVGUDksFQUVRFKXDUkFQUZRzxRkX0a53AW0M9wcVpd1T9wQVRVGUDku1BBVFUZQOSwVBRVEUpcNSQVBRFEXpsFQQVBRFUTosFQQVRVGUDksFQUVRFKXD+n/gq80z1iTvRgAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = ss.TDS.plotter.plot((5, 6, 7, 8), ylabel='Generator speed [p.u.]', \n", " yheader=['Spd 1', 'Spd 2', 'Spd 3', 'Spd 4'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the number of elements passed to `yheader` should match the number of variables.\n", "`yheader` only applies to new curves and cannot be used to modify existing legends." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Scaling" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A lambda functino can be passed to `ycalc` to scale the value. To scale the frequency from per unit to 60 Hz nominal values, use" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:56.718754Z", "iopub.status.busy": "2021-09-26T22:41:56.718190Z", "iopub.status.idle": "2021-09-26T22:41:56.986189Z", "shell.execute_reply": "2021-09-26T22:41:56.986774Z" } }, "outputs": [ { "data": { "image/png": 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REQ3qhoeHo9VqG91DzBZRUVF1kpe1zTTbky1rG0Zg7FFFAzogXAixwFSmMR0zyzcda0AIoQNQFCWc/3pxZhpTfDAOGS6wPFdRlLnAXPNrHx8fG5otnc2q9Qb2ZRUxqKsPDPvYbnENfS+n87Z5YNCD6QHkvC++wGnjN0x9/olWxfR08mTl8ZVE+A6hYPYDhHy0EEff1s2KlEzGz4Ux9/332sHJ+N+p/weXvPbfcfNebjO/Mf6b1h43rfg/eyUIixVZnEyPNMzd2zCGDbRardVEYrlxo7VzoPF9u+r3qszbh5iTS2PM+3hNnz6dtDTr94Pz8/NrezuJiYlMnjy5tv3NtUutVpOamtqmhGN57qJFi5rdOsaebEle4UCEEGIyGHtiiqLEmXpfaiv1G+1nmhKXBqj/L5FgkdzmKYoyRwhRe+dQCPEmUPvxKSQkpOMtyCjVoc0txUFR6Fl5EPZnQb9pdok7cMylGLbOpSxtHe69JwBQPmsqH6sSWNLtolbFVBSFhJ0JFPW9nqg5d6FydrZLW89rji7Wk4qTm/GrPmcP63FcPK0fd23dsl6pqam1e1iZE4s5GTTW8zInh/q7LVv24DQaTW0cPz+/2v23LN/8rfVcoqOjWbRoEbGxsURGRja4tp+fX21yjIqKwtfXt3YfL3OsxnaB1ul0dRJ1W3ZNjo2N5eOPPz6tPS9b7nnpAMv9rbUYJ1eYy9QWZU1uu2lxzytMUZREi+M6i2pNDT1K54j92UX0CfZCtWsRpP1tt7jd/L15x+MBNuQZ3+yqMzJYn/orA8JG4+3c+nUKo7pH8feJv/GaNAmcnOzVXOkslpycXPvm3lgCgP96ZVu3bq1zPDo6mi1bthAfH2+1N2euY9bYEJ55+NC8Q3JTNBpNbdJVq9WEh4dbvQ+VnJxcJ8FpNBqrMwptSWhJSUnMnDmT8PDw07qjsi3Ja2sTZVrqJiy1tfqKokQrirLC4tAWjD06FEWJskxk0vlhf3Yx/YO94Og6CB1n19iug65kxTEBQlCyZi013/3CpB6T2hTzwm4XsjFrI6Xpxzh0wXgMle0/CUA6/cwJIjU1lUWLFtUmgvnz5zcY/rO0YsUKYmJirL55N5b0LCUkJNTptVgmDfPwoeU0dsDqtfz8/Gp/Bq1WS2JiIvPnz29QLy4urs4Qn1qtJjo6uk6i0+l0TU7YAGqHHc3J+XRO2Gh22FAIkarUnQUWASSZypIVRbGcyqLBOGsQAEVRNKaZg1rL40AkYP4ptcAii7LwenWlc9CB7GIm9nSD3Xug22i7xr6ojz+h31yOISMJ9cwZuAxXuLhb2yaE9Fb3xtfFlxRxlNGJP6LIocNzUlhYGL6+vkRFRbFy5UomTZqETqdr9l6ORqMhJSWF+fPnExYWVvumHxMTU5sAtVot8fHxaLVaEhIS8PPzIz8/n5SUFBISEhBCkJqaSmxsLGq1mri4uNqEFh0dzYoV/33+12q1LFq0CI1GQ0JCQu0wZFxcHLGxsSQlJdUOH65cuZIFCxbUJpjU1FTi4+MbDPElJibWPgNmbr9lz7A+rVbLiBEj6gybzps3r8lz7Mmm/bwURdFgnB6/BYg0zza0KDPPOtRY3qsy9bbiTEkumv96aWH1YkTx30QPdf0JG/XJ/bw6vnGvr+LtyzsTmfktTHnFrrGr9QaWv3Q5wztr8Ai9HJ9LL7VL3Nc2vYbeoOeZiCeoyc3FqYvt+4dJkmRda/fzsmknZVPvyZxskqyUWV0R1TzJw/R9oxsuyenx55fC8moydOWE9QyDQfZNXABODioyO08ifN+XLDmaiXtYOdf0vqbNcS8KuYjn1j/Hg/kj0C1aRI+vvrRDayVJag25PJR02h08WUyglwt+/z4HRxpfi7AtOg2ZitrvJBc9/BzjQ8bbJWZEcARX97oal0kT6P7F53aJKUlS68jkJZ12h06W0DfQA3Z8B87ts9XIKFUZb6VejnDt0aoHk61xdnDm/uH34+rqSdXRY1QePmyXuJIktZxMXtJpp80tIcJbB9UVEDS4Xa7hH+RHvqaQV/66x65xU0+mck/yPRQv+4uStWvtGluSJNvZdM9LkuwpLbeE27yPQtBAcGyfWXsuPXuyJbyQJ47vMS4/5d70lF9bhanDmDNkDv5Rw+0ST5Kk1pE9L+m0054qxV0z1u6zDM2qjh/nwNVXUqTPIaA8AMPBZXaL7ePiw9CAoRRXFaP79Veq5KxXSTojZPKSTqvKGj0n8ssI6dnL7g8nmzn6+3PwxjEMCx7BFkZSuP13u8b/YPsHLNiygKo0LfpTp+waW5Ik28jkJZ1Wx/LKcHVSEfxJOOQeaJ+LKAp/+aUzIWQ8uh6XcrjKPkOGZiOCRrAhcwMBcx/Bbdgwu8aWJMk2MnlJp1VaTglj/EpQyvLAN9Tu8Q0VFRwcO47D+zcyIWQCfYeM4qXKWXa9RnhgOLpKHdpj28l++RVsedBfOvedrzspp6amkpSU1GS9dtGaHSzP9JfcSbnjem/lQfFp/JtCLLyg3a5x9FCquC/5PmEwGERucYW4+6nnRMmyV+16jbuW3SW+3f6FOPnG/4S+osKusaWO53zcSVkIIdRqde33Z+VOypJkL9rcUgarjkKXYe0SvzItjW7dBvD+pPdRFAV/TxcC/P1RpX4OduwhjekyhvWnthD46FxULrbvFyWdm87HnZQBjhw5Uvt9fn6+1W1b2otMXtJplZZbQk74wzDphXaJn/X0M3zx7TxOlp6sPeY/8GLjNvKZ2+x2nbFdxrIlewsFK5aT+/4Hdot7vqjSV1FSVWL1q6KmAoCKmgqq9FUAlFWXNVq/Wl9dW6fGUANQp9wcw1ZyJ2XbmRflNa8uf7oW5QX5nJd0Ggkh0OaW0M8pB9y6t8s1unz7JSXbFuLl7FV77ML+Xfl7/VAu3fcHqq7W91Vqqd6+venh3YMCfxeCPOQzXy31ya5PWLhjodWya3tfy4tjX2T+5vkEuQdx77B7eWT1I6zPXG+1/gtjXuC6Ptdxwx838Hjk44zrOo6opChKq0sBuGfoPdw77F6b2iV3Um651NRUtFotYWFhbYrTYq0ZazzTX/KeV8d0srBcjH3iC2F4wVeIqjK7xy/dulVU1LvnIIQQer1BXPPi52Lbzh12v6bUOpU1laK4stjqV3l1uRBCiPLqclFZUymEEKK0qrTR+lU1VbV1qvXVQghRp9wcwxaW95VSUlLq3Beqf8/JLC0tTQCioKCgQSzzlzlO/XtLljHN98tSUlLqxIqOjhbz5s2z6Z6XWq2ujVNQUGC1XWZAnWta3r9q7me2pv79Nlsh73lJZ7u03FImeGagBPSzvtV7G5Vu2MhXPz3PmvS6i/2qVAqh/Yax6ngNVBbb7XonS0/yw/4fyHjscYqWL7db3POBs4Mzns6eVr9cHV0BcHV0xdnBuAKLu5N7o/WdHJxq6ziqjINJluXmGC0ld1JueiflpKSkOkOp9e+3tTeZvKTTJi23hNFu6dB5aLvE97z7Dj4K3kuIV8OtgSb2DWTCtkdh27d2u55AsD9/P3633Ya7lfsKUscjd1K2fSdljUZT537eli1bmvwd2Zu85yWdNtrcUi5xqYQuo+weu3TTZnYfXEOAewCh3qENyif0DuCdisEM3rMYl9F32+WawR7BvDD2BQBEVcsmBUhnJ7mTsu07KZsnfVgmVfMElNPBpp2UzzZyJ+WO6dbPNhM1IIibR/ewe+ySNWv5ZdNnHL8gjKdHP221zr3v/8L7ebNRzTsMbr52ue7KYys5mXGQ8HsT6LN+HSr39tniRZLOVa3dSVkOG0qnTdapfEbp/gSD3u6xPS4Yx7c9M5vceHLgwMFonfvCyb12u64BA4k5y9AsWYLiZv/7eJIkWWdz8lIUZY6iKNGKokQpiqKxOK4xlUUpijKvifOjFEUJN8WIUxRF3dIYUsdVozfgWXiQsO1xoNj3M1P5rl0cfPoxcstyiQxu/CHJiX0Duar8WSpDRtvt2iODR6ItOkKhl4I+L89ucSVJappN7yKKosQBWiFEEqAGYiyK44UQCUKIZECrKMqcRsIkCiFSLWI82YoYUgeVqaugj3ICJWgAKIpdYzv6+XFQ48KYLmNwc2y899O/sxc+LgpZf7wOVWV2ubaPiw/9/Ppx4KM3OWlaw645FdV6PvonjWs/XMclb/3Loz/uIC23xC7tkaTzRbPJy9RDijYlFoQQSUKIWFNZFGA5vzMVaOxx8p4W3/sBW1oRQ+qgjuWXMsI1C1XQQLvHduzShWl3vsKrF7zaZD1FURjfpzNee3+AQ/bb42tU51GsGOVMl7i4Zuseyytl6rtrWLIzk1kju/P4JX1xdlS4/N21LN2VZbc2SdK5zpaeVwTG3lC0lWE9DaCzeJ1vOtaAEEIHoChKOP/14myKoSjKXEVR0s1fJSXyU2pHczy/jBrPztBzgl3jVp88ycHJUWxP34KPi0+z9Sf2D2KxYSxi9092a8PozqNZf2oLFXv2oi9u/DmyY3mlzIjfwEV9Avn13nFMj+hG1IAg5l87hA9uHM5jiTtI3nuy0fMlSfqPLckrHIgw9bjMw3rmj5hqK/UbfTDAlLg0gOVaJ83GEEK8KYQIMX95enra0GzpbHI8r4y9obdC/8vtGtfR1xfdvFtJPPqrTfUv7BPAoopRiIPLoaLQLm0YHjicvPI8jr/2IpUHrO9RVlpZw11fbeWyQZ159vL+ODrU/V/v4n5BvH7dEB5N3EF6gX2GNCXpXGZL8tIBlo+Oa4FoizK1RVmTSxBb3PMKUxTF/OBEi2JIHVNuTjYzT70PBoNd4xoqKhg15Rbmj2/4IKY1bs4O9Ow3lDXd7gHTgq5t5eboxmeXfEaPr75q9GHlZ3/bTScPF56Z1h+lkXt+Vw7twmWDgnn21912aZcknctsSV5bmyjTUjfZqK3VNw05rrA4tAVjj87mGFLH5nhqL2H5/4LKfjMNRU0NhyZN4pPFL7ZoQ8hLB3Xm1YKLwc1+n5OGBgylOCeDYmtL8ew9yYq9J3lr5rD/elxCgL6mQd3YS/uRelzH3/tz7NY2SToXNftOIoSov1hVBJBkKkumbq9JA9Q+im4xpV5reRyIBMwTQJqMIXV8Qgh8ig6i9+9n17iKoyPbP4hho9PxRnsz1lzcL5DcvFPU/K8/lJ6yS1v25u3l/l9voyDppzqJtKJaz3O/7ebZqf0JzlgGn0+DklzI18L8EFh0E2TtqK3v6+HMI1G9mf/nPgyGjreAgCSdLrZ+DI4xPZsVDYSZZxtalM0xzRr0E0JYLsAVryhKlCkB5pvqzQEQQsTYGEPq4PJKq+hpOI5LV/vONKzYv5/l6SuZHDqlRed5ujgS0acHOQ7BsMs+n5P6+fXj87uW0f2jhXUS6Rfrj6JxK2H6vvth6TzoNw0cncE3FOb8DT7d4bNLYeNHtedcP7I7urJqkvfJyRsdiU6nIzY2loSEBJKSkkhKSkKn07HA9AiFVqslJiYGX19fEhISar9iYmIYMWIEYFy6yVzHcpHb5ORkRowYQWxsLDqdrjaWoigkJCSwYMECFixYYHXjSXMbkpOTSU5Orl0Cyqx+rMau2ZyYmJhm69hVa5aiP9NfckuUjiXlWL54/KWXhDixxa5x98++Vcx+eojQVehafO7PqSfEG3HPC/HBaCEMBru0J7M4U+xd/I0o2bhJCCFEQWmlGPz8X+Jo0lNCJM0WoqLI+okntgpxeGWdQwn/pImr3l8rDHZqm9S+CgoKhEajqd1ixKz+NiH1t0Qxi4uLq1MnPj6+QT1btkSpf720tDQRFRXV4HpRUVF1tntprF3x8fENjlmTmJgowsPDbapbH3JLFOlsdTyvDK3/JAix78rrS+8eik9UlE1T5Oub1D+IrwqHoi/MhLzDdmnPqhOrWJa6CH2BcUXwpKV/Mb6LoMc1L8O1CeDiZf3EkBEQdjEcSoYdPwAwa1R3DueUsCPdPjMipfY1ffp0YmNjGyx2GxcX1+TK7OYeUP3V2GfMmEF4eLjVnlRT6m9LYm5XfXFxcU3u8GzWVNvNtFqtTSvn25tMXlK7O5V5lLjiJ+w607Bwwzq2rf2Zq3tf06rzvV2diOzTjYXDfwP/3nZp05jOY/hGk4nL5Imc1O4getc9PNnruHGSii335BycYMkjkL0LTxdHrhnelW82HrNL2842hqoqDBUVxu8rKzFUVhq/r6jAYFqh31Be/t/3ZWW1K/cbysoQ1caZoobSUkSNceKLvsTy+xKEXl97rZZISkpqcEyr1dbZu8qSTqcjOTmZGTNmWC1vKkmYV2G3tt+XeRsUW/fISk1NZcWKFbUr4Jt3ao6wMgPWvCJ8Y3uItURj12hvMnlJ7a7m5F78DPl2nWm4Z/1iuuUZE0ZrzYgI4ftteRi2fmGcRNFGPX16onbwYv/j96F8cT2b/a8m5OIWrHSmuRDG3A+/3gP6Gm4a3YPFOzLRlZ17263kxSeQ/corAOS++Ra5b74FQPYrr5AXb7zvkvnEkxR8+x0A6Q88iO633wA4fvsdFK9cCcCRmTMp3bARAO20aZTv2gXA4Qsvosr0xmyOZwutVms1kVhu3GjtHGh83676var8/Pza+1RNJSbzPl5NJb/8/Pzae1nx8fFMnjy5tv3NtUutVrd588jk5OTTuoeXJbmfl9TunAsOU6EOs2vMyEdepmtJJg4qh1bHmNgvkKd+2UVhShK+pTlwYdvWhFYUhZEhY9CuXsVJxy70v6H55aIamPAY7P0V0lbSt88lDOjizeKdWe2yjcyZ1ClmTm1PPGDuI7XHg595pvZDTpfX54OD8d835L13URyNb1fdP/8Mxcm4e3LPRYtQXFwA0PzxBypX4/e9/lmNyrTKf6cY2z9ApKam1u5hZX5jNyeDxnpe5uRQf7dlyx6cRqOpjePn51e7/5ZlQtRqtQ0SZHR0NIsWLSI2NpbIyIaLTvv5+dUmj6ioKHx9fWv38TLHamwXaJ1OVydRN7VrclPUarVNEzrsTfa8pHbnXapF8e9rt3iH/vqRo999Rg/vtr2hOzmouGZ4VxY5XA6bPoLKNi47JgSjOo/k/8b4s2XcArp1asVKMI4uMHsl9LkEgGuHd+WX1HNv7zqVszMqV1fj9y4uqEwJSOXqisrZ2fi9m9t/37u7o1h+b0peKg+P2qTm4Gn5vSeKKfGZY7RUcnJy7Zt7YwkA/uuVbd1a9/HU6OhotmzZQnx8vNXenLmOWWNDeObhQ/MOyU3RaDS1SVetVhMeHl5nd2TLn80ywWk0GqsJqKmEZp61mJSUxI8//ohOp7M65NpeZPKS2lVZVQ2flk/EZeStdou5t/gwO4r32yXW9IhuvHW0OzU+3WHrp20Ltv5deqSspPuxY8zYtrj1cVy94cRm2PAhlw/pwu6MIo6eKm1b2ySbmBNEamoqixYtqk0E8+fPb3J4bMWKFcTExFhNALZMZkhISKjT67JMGubhQ8tp7IDVa/n5+dX+DFqtlsTERObPb7j6TFxcXJ3dodVqNdHR0XUSnU6na3LCxrx585gzZw7R0dFERUXVxjhd5LCh1K5O5JdzwikUdbcBdot51fSn7BarT5AX/Tr7sKLHY1zWs8Wbuf5n/1LEPwv4yv0V1F0ETl3a+EybkxusfBHfgddwYd8Aft+RyYOT7DOxRGpcWFgYvr6+REVFsXLlSiZNmoROp6vzRm+NRqMhJSWF+fPnExYWVvumHxMTU5sAtVot8fHxaLVaEhIS8PPzIz8/n5SUFBISEhBCkJqaSmxsLGq1mri4uNqEFh0dzYoV/y1SpNVqWbRoERqNhoSEhNphyLi4OGJjY0lKSqodPly5ciULFiyo7f2lpqYSHx/fYIgyMTGxtjdlbr8tyaj+z2VuS3tTRAuW1TlbhISEiPT0c28o5Vz097YDjPltPK5PasGlbQsqV+uree2jG7j+SDB933jPTi2Ebzcd4/vNx1l83ziU7J3QZVjLAmRugy+uIGX4K9yTGsLqxy/C3dkOnwu/vwE6afjZ/24+W3eEJQ80vku0JHVUiqJkCCFa/MlRDhtK7aoscy8VDp5tTlwAX+z5gjTvCoKvsu/QxNXDunI8r4ztO7fBZ5dAdgsXxq0up2biMzy6uwePTO5DTnk6i2dfStGff7atYePnwtbPmRTqzP6sYrnavCRZkMlLalf6nAMUuLd9ptzW7K18siOBx6Newmf8hXZo2X88XBy5cXQPPthhgHEPQdIdUGXDPabCdDi4DHqM5dOqybg6OTB9RAh+bn5wzaW4mZb8abWQCLj1d3x8Axil8WP5HrlclCSZyeQltStX3WHKfXq1KcahgkM8+s+jPOcWjcec51q0grytbhsbyppDp9jb+25w7wSLH2r6hFOH4YtpcHAZOUUVvLfqMM9fMRBHBxXezt5cMe1hHGxYnaBZXcIhfSuXDAhk2Z7stseTpHOETF5Su1qozCQ7/JHmKzZiY9ZG7lx2J7P6zWLqtY8TsnBhi1aQt1WQtys3jOrOmyu1cP23EHGnscDanl97foFPJsGAq2DqG7z+534u7BvAmLBOtVV+WvcxuyLDW7y6QwP6avhhFpd7HmLrsQLySirbFk+SzhEyeUntqlqXQVBgUMvPM1QjhODz3Z/zYPiDxAycTVVaGs4hbZgR2Ix7L+rF+rRTbMkBeoyBrJ3wzlBY9Srs/tk4RAigOw5XvA2TX2LrcR1/7cnm6an968Tq2nMQr8/xBcc2TtxwdIbhN+O39ysGdfVh5T65z5ckgUxeUjsqLCrid/Ew3Zybv38khCC71Dgstvzocu5Lvg9FUfgo6iOi+0RTmZbGifvuR9h5J2ZLAV4u3H9xL575ZTfVegMED4apb0DeIdjwPhxYaqw47iEYeA2llTU8lriDByf1povarU6sYYHDSXMr5mj6rrY3bMRtcGg51/ZS5NChJJnIqfJSuzm8awPBP12D5/NZjS5Mm1WSxRLtEv7Q/kFOWQ6rZ66mvKacakM1/m7+deoKvb521YT2Uq03cPm7a7lkUDBzJ/dptJ4QgkcTd5BRUM53d43GQdXw5/vkkSn0q+rEBR983/aGLXuaE12nMemHQnY8NwU35/b9PUjS6SKnyktnndKMfWQ4dLOauAorC3l5w8tc/svlbMvZxl1D7iJ5ejLODs74uPjUSVyGqioKfvzRrqvSN8bJQcXb1w/j0zVaVjaxGeQHfx9m/eE83rl+uNXEBaC68RqSrg20T8MueZWQgWMI9HJh05E8+8SUpA5MJi+p3ZTnZ5Lj3nBB3q3ZW7n2t2vJLM0k8cpEPoz6kGmaabg7uVuNU5OTQ+m69W2/f2Sj/p29iYsewgPfb+Ov3Vl1yvQGQdxf+/l4zRE+uy2SYB/XRuOMDB1P5s4NVBcX26Vdyq/3clPXk/xzsO0r4EtSR2fzu4GiKHOAfEAHaIUQWtNxDRAFaIFwIcSCRs6PAjSAGggTQsRYlMUDK4Bk4Ekg3hxf6riWeV2Dyusa6q8LUVZTxpwhc5jRd4ZNMwedQ0IIeeftdmljYy4f0gVnBxWPLNpOUkoGE/sFUFpZQ+LWdPQGwc/3jiUsoOkHr/v79ef2xeWkha+i34VXtb1Rjs5MFf9y28HObY8lSR2cTT0vRVHiMCasJIzJJ8aiOF4IkSCESAa0piRX/3w1oDbVW2AR01IikAKskImr4xFCNJhMoU5fTZjnf1PF/zryF+sz1zMhZAIz+820KXFVZ2aS+dTT7TpRozFTBgaz+vGJ9Any5M9d2aQcK+DWsaH89fCEZhMXgIPKgQuXbbJP4gIYPINumX+RlV/EiXy52oZ0fms2eZkST7QpOSGESBJCxJrKzD0us1TA2s5pEdRNeCsw9tZqXwshFCFEmPk6UsdyeNIkyrdtA4y72yIEs0++TE+Xoto6NaIGg2hhEnJwxG3YUBQ7bmTZEgFeLsy7tB/fzB5F/M0R3DS6B86OtrdFn1/A2qR37dOY7mNQnNy5LVArhw6l854t/xdGYOxRRSuKEqUoiuWOfRqMw4hm+aZjdZgSkmXy0lA36WlM8aPrxZfOYsUrV5LzxhsAhH73HW7Dh1Oxbx/aK69Cn3cCD8rxDelHVkkWe/L2cLnmci7oeoHN8UVNDY4B/vg2sr16R1CZncmp77+joqai7cFUKrjpJ3wGT+Ffmbyk85wtySsciDD1uMxDg+YhP7WV+lbXxKk3FDgTiLV4nWCKnwS199dqKYoyV1GUdPNXSUkbNw2U7MKlbz/cx4wBwCk4GEWlwrV/f3p8+w3leUdJr+xEkL8Xj//7OL8c+qXF8Qt/+530Bx+0d7NPK/+hkVz900ZcHRuf2NEigf2YFFzOtrQMqmpO/1CqJJ0tbEleOsByi1AtEG1RprYoa3YxN1Piu8symQkhdBZVGgw9CiHeFEKEmL88Pdu+QrnUesJgoDg5GacunfEcN65BuVNwMDmZOeT/6cEvmxdSWl3KYxGPtfg6PldcTtC8jt8RP/DnIn766VW7xev1931MdtxGyrECu8WUpI7GluS1tYkyLXUTlrqp+oqiRAOLhBCppntpmIYim97pTTqr1GRlkffFF4jKxtfZOxgwjleuf4CF6T/wypiXWtzzKEtNpUanw7l797Y294wTGVmsTE2iSt/GdQ5NlAFXMsM9lTWH5NChdP5qNnkJIVLrHYoAkkxlydTteWkwzhoEaqfRm78Pxzhj0RzPPGFDCyyyiBFuGUM6+zh17UroN9+gcnNrtI7z7u84GfQTt3S/Drc7n6b6ZMvW5Cv87XfKd+xoa1PPCn3vfIiDwzqxNbupz4Et0P9KBpVtZsshucqMdP6yddpUjKIocaaeU5h5tqFF2RzTzEM/IUSCRVm8qWelwTgNfqWiKAWKogggEmrvhelMMeaYjlnGkM4iZSkp5Lz9drP19uZ+iaIq566xDxP83LM4BgbYfA1hMND5xRfwnjy5DS09iwjBQ6s9WL/vL/vECxqIvttYdFladGX26c1JUkdj00PKpgRjTlhJVsqsJhshhOW7T6MP9cjp8R2Hg68vrv36NVlH6Gs4qirjqk4PGYcLIyPRFxeT9dTTBL/4Ao5N7HNVsm4d+Z99TrdPPm6XrU/OBEWlokv3AXx+7F8MwoBKaeO0f0XB5bafUb31L+vT8pg6WD60LJ1/5PJQks2EELhoNHhfemnT9QpP8HpuPkN7XlJ7TOXhgce4sTh4eze5maR7RAQBDz14ziQusyGPvUS2WxV7Tu2xT8DKEl5z/pT1BzLtE0+SOhiZvCSbFf2xlPSHHm6yzvac7dy6NpbPxDS6dvKpPa6oVPhefz2KoyMZDz9Cybp1dc4rS91G5lNPozg74zZkSHs0/4yq2XuAJ/72Ifm4nQYZnD0YWLqZqkOr7BNPkjoYmbwkm3ledBEB99/XZJ0BnQYwZ9g8Xqu8nhBf6xM6/G66EbfBgzFUVKC99loMVVU4d++GV9Skc67HZeYYFEj/KTO5utfV9gmoKDgMvJLI8rUcz2vdUlGiqqrJXrAknc1k8pJsIqqqoKYal969G62zMWsj+RX5aPatZYb7VjxcrN9SdY+MxMHbG1QqAu67D/R6HP398br44vZq/hnnFBhI7+m30dWzKyVV9nnI3mnQVVziuI21h1q+QaWoquLAyFHUZGdjKC0l9/0PMJSX26VdknQ6yOQl2aR8xw6OzJjZaHlhZSHz/pnH3ry9OGtX0MOt+VlwKmdnvCZNanLK/bkk5+23+f6FG0g8aKcnQbqNYlOvh9l4qPF9x+rL//obdElJKM7OhC39A8egIPSFhRjKy1Ccne3TLkk6DWTykmziHhmJ5pefGy1fuGMh/fz6MbHbRFwKj1CtDj19jesgfC6/nCtnz+e2gbfZJ6DKAf8Lbmd9Wj56g23Df679++E6cCAATl26oKhUOHXpQtDjj4NeT9Zzz1Od3fKenCSdbjJ5STYp27IFxcnJatnhgsMkHUziiZFPoOir8KzIwjGgz2lu4dnPpVcv1F1CSc3aSlZJVvMn2GCIYR8/8wi703VN1iv44QdK1q3DPSIC1/79Aag2VNet5OSEc8+e501PWOrYZPKSmqUvKSHz6WcwVDRcGV0IwetbXmdG3xlo1Bow6PnW7z58ArudgZae3YQQpF16Gcl/LbTb0KFD13AClUL27djQdD1vb1Ru/+1UrdVpGff9OPQGPQfyD7Bw+0LKa8rpdPttqDw9KV2/3i7tk6T2IpOX1CwHT096LV9mnGRRz6rjqzhUcIi7h95tPODszlc1kwnxk4sn16coCj2++ZqRk25iiXZJy/c2s8bJlZOB43E8uNRqsaGsjErtEbynTsVp6CBe3vAyK4+vRKPWsOSaJbUPTK/NXMtNf97EieITVGdmkvO/N61+WJGks4VMXlKzStasofLIEatlvx7+lYfCH8Lb2ZjYxKYEZug+bXSa/PnOMSiIkTXdKK8pJ+Vkil1iug+5iq6FqZRX6RuUlW7YwMlXX6VKX8Xc1XPZeWon/f2Mw4aB7oEoikJfv758cekXhAeGM3vZbHSdXAhNSkTlaqdtXCSpHcjkJTWrbPMWqk+csFr21sS36jy7VJm+g0oDhPi6W61/vqvOzCTjxlu4LGQyS7RL7BLTf9QMYt1eZPPR/AZlXpMmEbLwQ55b/xw55Tl8MuUTunh2aVDPSeXE06OeJjI4kgdWPUCNoYact9+m6C87rccoSXYmk5fUrMBH5+I5YUKdY3nlecz7Zx56oa+zVl9N7iFynbvh5uxwupvZITiHhNB77Rou73s1y48ut8sOy4qjC1d3L+Noat3VO3L+9z/Kd+3mswNfkXoylQ8mfYCPi08jUYzDms+NeQ4hBO9uexeP0aNrJ3dI0tlGJi+pSeW796D76acGxx1VjowIGoGLg0vd4zot5d49T1fzOqSavHzCTtTQya0Tq9NX2yXmZPdDDD/0fp1jTl1D2KdkkbAzgbcnvo2/m3+zcZwdnImbEMeB/AM4R47AqVs3qnNatp2NJJ0OMnlJTRKVFRjK6q68kFOWg5PKiZn9Gj60vHTAG1T5DzhdzeuQKnbtpOjX35gXOY/e6sZXLGmJkDHTGVCzl1MnMwCoKSjA9/qZ/FG8kYfCH2JAJ9v/TXr69CRhSgKOKkd0v/1G1lNP26WNkmRPSkdc2ywkJESkp8uN+M6Ue5PvpY9vHx4e8XDdgpoqnl28F3dXF568TA432cIgDJRVl+Hp3PbZmQdeiaRs8M307zOZE/fci2bFMlSOxmfzWrNm5FNrnmJMQCTTNNNQydU3pHaiKEqGECKkpefJnpfUKCEEmU8/XWfYaH3merbnbre+SsS+37l5/710k5M1mlWydh1lW7bwVspbLNyx0C4xD3afxa5cgWv//pQmvMgdyXchEK1e7PiWgbcwUTMZQ2kphb//bpc2SpK9yOQlNa6mBufuPXDw8gKMyeztlLeZM3gOald1w/p5aRzVB8hp8jaoyc6iJjeX2YNnN+zBtpLf2FtYvd2R0tRUBoaNYW7E3DZtfNnPrx8V+gr2Z+2kaPlyhL7hVHxJOlNs2klZOj8pTk74x8ypff1P+j/klOVwfb/rrdYXeYfZWxnI5bLn1Sx1dHTt98eLjpNRksGYLmPaFHNED1/yC35n1Z+bGd3vDYYGDG1rM9mQuYGEAwn89t5vKG3dAVqS7Mjmv0ZFUeYoihKtKEqUoigai+MaU1mUoijzmjg/ylRvnqIo8fXKbIohnV75X31FwQ8/AMZe14fbP+SOQXfg6mj94dWa3MMc0gfLnpeNTi1cSOnmzezP38+LG16kxlDTpngujiqOjfTjxa7bKKm2z7Yrl4ZeSll1GWu2/07GY4/L3pd01rApeSmKEgdohRBJgBqIsSiOF0IkCCGSAa2iKHOsnK8G1KZ6Cyxi2hxDOv3chofjOngw8F+va3rf6Y3W3zPlO7a5jcHVST7jZQvnHj1w9PXl4u4X46A4sDhtcatjGcrLSbviClYr6czWldLTs8X3v61ycnBiVv9ZfJn5M64DByJq2pZgJclemk1epsQTbUosCCGShBCxprIoQGtRPRWw9u4WQd2EtwKIamEM6TRzGzwIN9P2GeFB4bw98W3cHBvpVVWVoUvfT1Cnxh+ClerynjoVl969cVAcuHvo3cTvjG+40ruNFFdX1l4/gJqQIK4q0FNzZK3d2jm9z3R26/aTfUUkiqO80yCdHWzpeUVg7A1FWxnW0wA6i9f5pmN1mBKfZfLS8F/CsimGdHrVFBSQdsmlGCorOVF0AoPBwLDAYY2fkL2TiLV3yWWhWujE/fdT8vffTO05FRcHFxbtX9TiGDUFBaSs+4kPldUsuGg+jzk8yU7Ry25t9HHx4Zpe1/Dd1k84fNFEavLy7BZbklrLluQVDkSYelzmYT3zkJ/aSn0/a0GEEJa9q5lArK0xFEWZqyhKuvmrpMQ+4/lS41Tu7gS/+CIqFxd+OfwL3+7/tukT8g6T4xQi73e1kP/d9+AeGYmDyoHYyFg+3P4heeUtSw65G//l0Juv8ljEY/Tx641f75Gk7teCHZ/hvKn/TSzNXY3X+wtw8PW1W1xJai1bkpcO2GrxWgtEW5SpLcqsJi5LpsR3l0UyazaGEOJNIUSI+cvTU2630d4UJyc8Ro8C4MHwB7ln6D1Nn5CXxlGli0xeLeQ2aCAYDOhLShnbdSwjO49s8V5fFWOHkP7ELKb3MY62j9f4MCt1FmRus1s7u3l3492J7+I9YAjVx4/bLa4ktZYtyWtrE2Va6iYbdVP1FUWJBhYJIVJN99JaHEM6PbKefZa8Tz/j50M/sy1nW/PPC1WXs6e6i3xAuRUyHplLyaqVALwy7hXuGnwXtq58s+epRwjS6nh85Lzah5HH9e3MypqhVO6274PF40PGo8tN58iMmdQUFNg1tiS1VLPJSwiRWu9QBJBkKkumbq9JA9R+bKw3pT4c44xFc7woW2JIZ0bgo4/ifuVU3kl9h0p9ZbP1DZfM573SSbLn1QohH7yPz5VXAtQuE3V38t3sy9vX5HmFlYX84JhKUae6jy50VbuxzeMCqvfYN3npDXpuXnsPYvGnOMqhQ+kMs/U5rxhFUeJMPacw82xDi7I5plmDfkKIBIuyeIvnwlKAlYqiFCiKIoBIG2NIp5kwGFCcndlQvhdXB1dGBo9s+gSDgZJNX6LUVNBFLZNXS6nc3CjfsYOyLVsAcFA5cGP/G+np09NqD0xv0JOasRm33GKef2Elwd0briOp6h1FRWU1lDXc46u1HFQOLLl2CX28NBQuts9eZJLUWjbNezXdnzInrCQrZVaTjRBissXLRhdYayqGdPrVZGVx+JJLWfL2xVzZ68rmhwyLMvBa/gidPL+Tz3i1UuXhw4jqGtwjjZ/pJoQY90+bu3ouPi4+XBl2Jb4uvuzL38fXe78maO9J7tvgTdhPP1uNN7JfD2YefY+V7s3ehm4RVwdXfjn4HUN//BPPiRfh0Mr7z7qyKlYfyOVYXhkBXi5c3C+QYB+5c7NkO/nQhtSAU9euhKxezr9/XcH9EQ81f0LeYUrduxLs4d3+jTtHqa+7DjD1elX/fVi4f/j9fLzzYx75+xEKqwrp4dWDK3tdyaxLZuHyoKrRRXfHhHWiPC+dopX/w3vSo3Zrp6Io/Ja1nLInLyWsFYlLbxB89E8aH/59GE2AJ70DPVmfdornf9/NrJHdefKy/nIjU8kmMnlJDVTn5LAuez3dvLqhUdvwyF3eYfJcutPNT07WaIvqzExOxNxNj++/x8HTAwCNj4b54+cDxiW6RHU1mY89jsPci1GFhjYay9vViT5dfPFc+yCMvBG8gu3Wzqt7Xc3izV8x+fcMAmPn2bxqfUW1nru/SeFYXhlf3TmSET3+6xVqc0t4PGkn1y1czzezR+HnIbdgkZomV9qUGsj/9DPyPv2UKaFTbDvBxZtdLuFyskYbOXbuTPBzz6LysP4hQFEUFCcnPCdOxLFLl2bjDenTiyOuA+DAUru2c0roFA5WpZNfUwTVtq0IUlVj4K6vtlJSUcPv94+rk7gANAGe/DBnNKH+7tz4ySZKKuUyVFLTZPKSGgh68gnGv7SQGX1m2HbC0JkscrxCrq7RRoqi4B4ZSfXx4+S8/TbCYKgtM1RUkP3Sy+h1OtTXXG3T5pAX9A7g98rhiH1/2LWdHk4ejO8VxZJL1Cg2blL58pK95JVU8cUdI/FydbJax8lBxTvXD8fPw4l5STtsflxAOj/J5CU1kLVuFZ2c1HRy62TbCatfpyLvhOx52Yni6IiDlxeKSkXpxk2UpaSgODvjGOBf535Yc4Z1U7OkZhRZnSfZvY1X9bqK7et+4fi99zZb97ftGSzZmUn8zSPwdHGEwyvh3eHwgg+8HAg/za6t6+Sg4r1Z4Ww/ruPbTfJhaKlxMnlJdRhKS8mOfYL3Nr1p2wk1VYh/FpBTWC57Xnbi1LUrne68E4CK/fuoyc9HUanwv+ceHHxsX/jY2VGFplc/fnGYYtelogBGBo+kyN+NjAv7NdlDyi6s4NlfdxN37UC6Hfgcygug8zC4NA4e2gl3r4GxDxgrr30bMrfh5+FMXPQQXv9zP+kFZXZtt3TukBM2pDpUHh4MX7uZgfoq207QHQOVEycMarqo5VRne+t0221tOn/KgCBOrP4cTmlh+hd2aROASlHx4uT/o4d3D+N9r0aGD5/7bTeX9fNhyu55kLMPek8B/97Qp979VCHAUAOfT4NrExjf/3KmDg7m5SV7ib85wm7tls4dsucl1ZG1azPr//4GZwcbZ3vlHabcqweBXu64OMopzmebqP5B/JEfgti3BErtuxp8eFA4Nf+u58gtt1gt//dgLtu0WbxS9gqU5cHsZGPiskZRYMJjcG0C/DwHDvzJvEv7sf5wHusOn7Jru6Vzg0xeUh17/vmZ3Yu/tP0Er84c6DFL3u86S/l6OBMYOoAc74GwO6n5E1roucokDs27tsHxar2BFxfv4ZEJXXDqFAo3JoEtD0z3vxyujQdFhb+nCw9M6sVrS/fJyRtSAzJ5SXWsGCKoueUa20/oMox1PpfL5HUWu2RgEL+KC2G//Zd0euuyhUzufwVVJ07UOf7l+qNE6rczfcJQuOp9cGnBA839r4A+l8DRtdwy2J2TRZUk78uxc8uljk4mL6mWEAKXJf8Q6dbP9pP+jMUxfaN8QPksNmVgMG/nhpN/9Xd2j+3u5M7WTxdw7H+v1x7LL61iS3Iir1T9H06lJ1sffOtnuP75CHdP6Mk7Kw+2S++rMi0NvdwfsEOSyUuqdazwKGEHSxigbkHy2vs7J4ur6CoX5D1rdVG70buLP+t37IVDyXaP/9OAYhbf9N9KLF8mpxDn+BGOU+eDT9fWB576BmRs5RbPLWQXVrBqv316XwWLfkT3008A5L7/PsXJxt9JzSl5b60jkclLqpWau41VMSPwCGp+9QYAKkugOJMtxb507yR7XmezSwYGc2hPCvx2H+jtu3rFFX2vZtv6XylO3Up2YQV9Ul5EFRIJw29uW2B3P5j2Js4rnuCBMX68s/JQm3pfhkrj1j7OoaG49OoFQMhbb+Fz1VXoi4vRXnElNfn2W4Vfal8yeUm10jf+zWUHPWw/Ie8wwtWHvYXO9OjUgvOk027a4M7Ep/dAr3KEg3/ZNfaYzmPomV7NgTWLeXfVIXaG3oH3jA+NMwjbasCVMOMrpl8whPSCctYdbt2MSUNVFUeuuprKw4fxGDUSt6FDa8sURcHBy4uev/2Ko5+f3Gizg5DJS6rVwzWY/s7dbT/Buys5E9/EUeVAsLd8xutsFurvwaAQX7YHXgtbPrZrbAeVA+qZM/i8VzY1qd8x44qp4OFvvwv0nIB7/l4eHVDE5+uOtCqEytmZru++g3NYWO2xPXl7OFL4XzynwEBETQ1HZ15P+e49bW621L5k8pJqXTX9aYbe84TtJ3gGsN/3QkJ83XBQ2eFTttSurhsRwlv5o6HHOLuvuHFVz8tRVq/livJdhAW0bo+vJh35lxmZC1h/6CRHTpXafJoQguyXXqJ89x5c+/ThePFxlmiNsy43Zm5kfeZ6AF7a8BLf7/8eg0oh9NtvcBs00P4/g2RXMnlJAGzP2c7Pz95Ixb6mt56v47f7cdn+pbzf1UFMG9KZLTkqDvW7B2xdQcVG3hsT8dMLsgaG2zVurZExOIkqXuiWyhct7H25DhqMU5fO/HLoF6Yvns6eU8Ze1Z2D7+TG/jcCMLrzaL7Z+w23/XUbOk+F6pMnSX/gQQwVFXb/UST7kMlLAqCTayeCA3qiuLjYflL2TtIrXOkhp8l3CN6uTkwZGMwfm/bAmwOgONs+gYuy8NryLg4j7mL0dbObr98ajs4w+WWu1X3JnykHKSxvfiuW6pwcqjMy8bnmauKPf8//Uv7HOxPfIXZkbIO6U0KnkHRlEt28unHDHzeQ6VSGx/gLUBzlCnpnK5uTl6IocxRFiVYUJUpRFI3FcY2pLEpRlHlNnK821Um0UhZviq1WFCXOMr50enTz7sbYB1/BRWPjr14IyEtjT1WgfMarA7kuvCvf7y5BhETAhvftEnNrvgvT9P/jvqvuxWnh95z8/We7xG2g3zScrnyLHsEBJG490Wz1klWryIv/iI93fUzSwSS+vPRLxnQZ02h9N0c3Xr3gVSb3mMycVXdTOW0C+uJiqjMy7PlTSHZiU/JSFCUO0AohkgA1EGNRHC+ESBBCJANaRVHmNBLGvLpmY++OiUAKsEIIobWlXZL93Pt1NPsevsf2E4qzoaqUlGJfOdOwAxnfOwAhYGtoDGz+BIqy2hRPrHqVX39L4ooJI/H3dGFRoJbl7q2bVNEsRYEBV3LPMEd+3bAbg6Hp+3a+11/P9ttG88XuL/go6iPC1GFN1jdeQuGxiMcY1XkUj65+lLxPPkX3y692+gEke2q2T6woihqIFkLEApgSWJKpLAqwTDSpQDyQUD+OECLZFMuaFUKImEbKpHZWWFnIzuL9+EReYftJ7p0Qd6/h8IcZ9JD3vDoMB5XCDaO6895+HV/1vwJObISBLVgOzNL+pejXf8AOwwK+H2/8THrHjf+Hp8odUV2N4mR908m2uujIm5yocOefQ6OZ2DewQbkQgqxnnqHTnbPZrzvI/PHz6evX1+b4iqLw7OhnOVBwgMBL+smhw7OULf8qERh7VNGADggXQiwwlWlMx8zyabxn1RSNKT6AxiI+AIqizAXmml/7tGBPI6l5+/P34xHYlS7Rt9p+Uk0Fp1xDKas6Tje5j1eHcuOoHny4Oo1D9/+P3sHerQuSl4b4JYb5TvcRPf4C4yaTgLezN3tunoHjtMn0vf4uO7b6P6qLnuCGtKk8vvZGJvad0rCCwYBj396U+bryiOaRVl3DycGJQf6DWHV8FU6FZWi++pfOr75i0w7WTcnQlfPD5uOsO3yKgrJqgrxduKCXPzMjuxPg1YL7zZJNw4bhQIQQIsliaDDOVKa2Ut+GpaMbSDDFN/fo6gw9CiHeFEKEmL88PdthKu55bH/+fmZsc6Xgh0W2n7T6dcSypwn0csHNWW6F0pEEeLlw1dAufLz2CGRug6+vbfmqG7uS2Nf5apJVY5k1su6zgX/fMIAvgw/bscX1dB2BPvRChh79jBP5dTerFFVV6IuK+HukG6/seKPNl6o2VFPl6YLrwAFQ0/qVSQwGwfurDjHpf6s5eLKYG0f14KWrBnL1sK5sOpLPxDdW89WGo3L1/BawJXnpgK0Wr7VAtEWZ2qKsNYkLIYTO4mUqML01caTW2Ze/D5fw4bgNGWz7SXmHyXQMkUOGHdQ9F4Xx6/ZMTjh0h6JMWP2abSca9FCuIyf8Qa4/OpUXrxyIs2Pdt5Epo29g585kCnVtWJS3Ga5TnsUrKJRvNh6rc7xk/XpO3DWHGX1n8MLYF9p8nUtCL2FSz8mUXDsRgTE5tlRFtZ45X28lMSWdRXPGEH9zBNeNCGF87wCuH9mdr+8cRfzNI1i4Oo3HEndSVWNoc7vPB7Ykr61NlGmpm7DUzdRvoLEZiNLpcyD/AF0iJ+A6YIDtJ+UdIs3Qme5+crJGR6QJ8OTywZ1599904w7Lm+Jh729Nn2TQw5KH4bf7eOWP/YzvE8RFVu459fHtw8NLFFb/1eDWt/0ED6brZY/z65bDVFTraw87XTCaj+/sQl5FHl7OXna5VKW+klv/vJVdd95I0bJlLTu3Rs9dX22loKya3++/gKHd1KA7ARsXwvr3Yf9SKC9gXC9/frtvHHuzipj743b0zUxGkWxIXkKI1HqHIjBN2DANI6otyjQYZw0Cxmn0VkKq673WApbjVeGWMaT2VW2o5qjuCF3vf5OqdBunBOtroDCDPZWBdJfT5Dush6J6s3hnJrurO8N1n0JGSuOVK4rgx1vg2Ho29ovl7/05PHd54x92qj54gXjnDRhE+/UiRndWWM49rNxg/LxcunEjP/z8Mkf0Ofi6+NrtOi4OLtw3/D5evbQUl8sm23yeEIInf9pFUXk1X97QD5+Nb0BNFVTo4Mi/cHwDJL8A31wHQKCXC9/cOZJ9WUW8vGSv3dp/rrL1Oa8Y0/NX0UCYeeahRdkc08xDPyGE5ceteNNx88zEJwE/U30NgGlavM50bI7pWDt+ZJMsOSgO/HLVL3SJfRLHABvXo3NwhKcy2FHkKYcNO7AenTy484KePPvbbvS9L4HJL0FJLvz1JOQeAIMBaowrsbP4IagqpeiGP3n0r1M8fmlfgppYzzKq5xSGbsln3YHl7dZ+xd2P/KALcFj/JgAndm9kW8ofvDD2BRxU9r0Pe22va1H81CQlv0PJmrU2nfPZuqNs0ObxxcQqPD8ZC8fWQWUxBA+GWd/D9d/C/ZvhFlOP95cYOh1K4ovbIvl1e4ZNz7Kdz5SOeIMwJCREpKenn+lmnBMKKwtRKaqWDbEUZkBlEREJGSTcMoLw7vb7lCudXmVVNUx9Zw3TI7px38RexiGtVS/DbtODxsGDYM5qKNdhcPYm5ttUDAbBJ7dGoDSzavzqO69m+YVevHbL1+3W/tLMvTjGT+DQjJXMP7qAiOAIHhnRuhmGzdmWs4349+4g1ncmPec2vQborvRCZsRvYElUPmFrH4UpL0PEnU2vtH8oGX6ZA0Nm8m/Ph7nn2238+dAEuy+/ZqiooOrIEVz797dr3NZSFCVDCBHS0vPk8lDnucSDiXz//v2cuO9+20/alUjNqvmcKqmUw4YdnLuzI+/NCuf9VYdZd/gUqLvBtQnwVAbctwluMiYx4erDS3/s49DJYt6YPrTZxAUw5IPPmHHpo+3afo8uA9jV6RIyHrsHV20Wdw+9u92uNTxwOOopl/BRRNNbplTVGHg0cTv3TQwjbNiFcGMSRM5ufouY3lEweyUc/IsJR97mmvCuPJa0o9mHsW1hqKqiYNGPiJoaqo4dI+PRxwCoOHCAvM8+b3P8M0Emr/Pc7MGzueWONwl8tAVvMnmH0bl3x8PZgU4ebXvuRTrzBof48Oo1g5jz1VZjAgNwdIFOYeDuR7XewDO/7mbpriy+umMUvjb+m/u6+BK08HcO7l7Tjq2Hmite5LvhZcyc9CRuju27o/fD4Q+zPzWZ/ffMbnRa+0f/pHFxzRruIdG4k3ToONsv4NcTblsK4bfw5GX9yS6s4PP1R9vcbgUoXbuGmlOncO3bl7ClfxgLhKh9mLw1MynPJJm8znObszajd3bERdPT9pPyDpOhCqFngIdNn8Cls9+14SG8eNUgZn+5led/283ujEIydOUs2ZnJFe+tJeVYAT/fO7ZFQ1iKolDavRPPbXiBKjuvYm8mhKBbVRF0jyRwQzOzJe0g2COYt2d9R/CUacZ7gvUczinm39XLmFf5Pg7dRrbuIt6dIbA/Hru+5suh+3hj2QGOtmAbGEulGzeS/dprKM7OhLz3Hk7BwQBU1FRgEAZc+/XD7+abENXVaK+5loq9HWeiiExe57EqfRVzVswh464YChcvtv1ER1cOGLrS018+LH4uiR4Rwm/3j6OgrJoZ8RsY9/oq3l15iOvCjcdDWrGSSq/b7+OrO/7ESdU+S0Ud37GOspi53DHgFvqf+AH9qbR2uY6lnkF9OX5BGFvT/q1z3GAQvJ74L5+6voNq4lPGYcC28O9Nz60v81CfU7zyRwu2KrLgHBqKx8iR5JblsnD7Ql7bZHye78s9X/LsumcBOFhwkHKq6frWm7j0799hHpSWyes8drzoOM4OzmjeW4jnxIttP/GWX9lU0R2Nv3zG61zTJ8iLd2cNZ+9Ll3L41ctY/siF3DVBg4tj62fvZd4+m8++nkt2qZ22YLEw/9Q3HF74COPGjSNZdQEnl7xi92tYcyT3AK43PkbV0aO1xxbvzMS14CDuAy6BsQ+0/SKhF8CUl5mT+TxHjhzi34O5Np9avmcP+V99hRLozw+BR5j2yzR2ntrJ6M6jAbh90O3MizRuAvLxzo+57OfLWOFwAGEwcPy22ynbtq3t7W9ncsXJ89jRoqOEenYHBVQeNn6qLjgGJzajPdWFCX3suNW7dNZxdLDPZ9ugebHsz0zg5O7PeGrUU3aJCVCWuo3Xaq5E3e9SVIqKU+EP0SnleuN0f88Au13HmqsGTKdmeRT4GGfpllfpiV+6idlTp+MU3uKJc42LnI0qaydPVxfz0pK9/PnQeJxs+XcxGCgVlTyy7E50lToSJicwLHBYbbGzgzPODsZ7lwsmLCD5eDKvbXqNtRlrib17Nq4Dz/6dpGXP6zx2tOgog6oCOXzhRbZvC39sPWz9lCOnStHIYUPJBm6DBjI77Eb+3P0zGSX22Rtrf/5+Pt/wHhQYH/UAuOzCMVxY9Q5HKk7PDNhsx1IeXTCJ/KMHWLL0N36svp+r+7TDhJEr32X81bNxFZV8teFYk1WFEFTs3UtuDx/u8vyJII8gfrj8hzqJqz5FUZjcYzKJVySSXZrNA/kLKSzN59TChXabxJFfWsWX649yzzcpXPPhOmYlbOSF3/f8N0GoFWTyOo8dLTyKX68B9Nm0EUVl459C3mEqfDToyqoJ9ZfT5CXbuL36EbcWDuLNrW+2OVZFTQWx/8xDNS4Sv1mzao8HerkSMbAP2/9IMD5k3c66enYl8ogDP/35LqO2PUF++AOoPDu1y7Wcqor4qfpelq1c0eQu0lVHjpIx91FKS3VcGXYlcePjbJ6B6e/mT8KUBALcA7j37/soy0xHX9q6iSJmFdV63lh2gHGvr+KPXVkMCVFz+7ieXDO8KzUGAw9+34bhSSFEh/vq2rWrkNrupj9uEku3fCuqT52y/aRFN4vji18Tka+saL+GSeccfUWFyC3LFaO+HSU2ZG5oU6zXNr4mFl8ZKXRr/mlQtkmbJ755foao+Xp6m65hq315+8TwzweLNf83Vgh9TftebNWr4vjLQ8SCJTsarZJbliv+PLSkTZep0leJd1PfFcWVxcJgMIiq7OxWxTmSWyImv7laXP7uGrH9eIHxoMFg/G9NlRBCiPKqGgGki1bkAdnzOo/5ufrRc/VhTn0Ub/tJAf056DwQTYCcrCHZTuXigvvuIzzldCUvrH+Bsuqy5k+yYm3GWn5L+41Bz8ThOSy8QXlkqC+/ed+E/ug64/qB7cxQ3pnLt3qyP8cX7LwkVQMTHsffxxPPTW+SqSuvUySEIP2BB8lYv5LNuSltmjHopHLigeEP4OLgwtLPnyPjscdaHGPHCR1Xf7iO8b0D+GVmIEP3/Q/eHwmpXxorxF8Ibw3G9c/Wr4Yik9d57J2L36HfY88R9NSTtp808Um26PvIafJSi1WdSGe8Q18G+w8mqzSrxeenF6fz1D9P8JLrDEIjJ+JgZV8/RVG4atwQvnGKRix/xvZ7ua0gik+S8PtK1APv4x91Jrtyd7XbtQBwcMJtRgK9/d14c8XBOkWKolA+9QIGjbqc58Y8Z5fnL8tqyvhHU4HPO3HNV7awM13HTZ9s4sGLe/NswFoc4y8wbrsz6Tnof6Wx0q2/wxVvg6r1cwbl2obnqeNFx9mUvYlppb1w7dMHlYcNPamCY7Apnpjca4kM9WP2+NZsmi2d74QQKIpCdmk2wR7BNp1jEAZm/TGL8ZU9mPbDUUK/+7Z2ZYj6SitruPC1P/lqmhsDRrbxWavGCEFuwtVsyFa4cF4iX+3/iN1pG/noum/a/cH9E/llTH9rMV/GTKRvSCD6oiKWb/yGuIIfWXrtUtyd7LwWojBw+H+v0m3KVbgNGdJk3QxdOVd/sI5nhpRw1dTLoeQk6KuMK4c0Qq5tKLVISXUJJ0tPcvLlV6jOzLTtpKwdcHQN2txSespnvKRWKN+1m+N33MGJwuPc+MeNlFSVNHuO3qBHpah4bsxz3H3Na4T+uKjRxAXg4eJI9OjexO32hgN/QVm+PX8EAGo2JSCyd1F+0Yv4uDlxY00E97ynRd/SHalboZufO1/7fcGhH40PGR/653fy31/Ia+Nfs3viAticvZn4vN84aShssl5xRTV3fL6F5wPXcOXOeyF7p3F5rCYSV1vI5HWeGtBpAPcPv5+eP/+ES+/etp2UewCDf1+O5ZWhCZDDhlLLufTpjf9ddxHi3Y3fr/kdT2dPtIXaRutXG6q5YekN7M/fT8A3yZStWGVTz+au8T3ZcjSPwrXxsOJZe/4IkHsAsfw54twf5boLjLuP+0aMZtAvf5BbcYpqfeOzAe0l8JrXubjoFzauW8Kj1d9T9NI9jO0ytl2uNbrzaDpdfS2x6e9TduK41TpCCB76fhtzSGRa/pcot/4OXRvek7QnmbzOU9/t+44Nu5ZSun697Sfl7qfIU4NBCLr5tu8CqNK5SeXigsfYsVTs2YtrhYHS6lJu/+t2Hlz1IDtzd2IQBoQQZJRksCFzA04qJ54c+SS91b3xGD3G5g9anTxduGVMT1403Al7frXr5I0cx2Ae0M/lumtm1j7IrSgKKk9PvlxwK5vS19ntWo3xCR3KjtA7Ofn6PIbrfIhpx9X0AR6NeJSA48XsuyEaUdOwd/nVhmMUZB/laocNKLcthZCIdm0PyOR13lp2dBkl2kPofv3V9pP6X8EhtXFxVnutviCdn059tJDy1FQ8nDz4+cqfCXIP4u4VdzP6u9GM+2EcU3+eyp9H/gRgiEdvKrfvxGPUyBYtIH3X+J78dcKR9OFzYfHD0NYekRCw4QM++GsHSu8oxvaqu8KM4uDArFNhjHTo1bbr2GjvsDBW9nNiWNh9tQ9qtxcXBxcenvUuj9wuSDm1vU7ZoZPFfP3nv8TOnITD/ZsgqPEdtu1JTtg4T01KnMT/Tfg/woNa1rX/bO0R1qfl8cmt7f/JSjp3mSdtiOrq2vtX1fpqjhcfp0pfRQ/vHrX3b0rWraPg628IWfhhiydDvP7nfvZlFvDlxErQXNS2Rm/4kOo1bxFV/CLfPHI13RrZy25L9hb25u3l1oG3tu16TagpLOStv1/G0e8S/txQxZLbeuEc1Lfdrmf27b5vOfLJ+8Rc9zoBYy+kqsbAG2/FMbfifVwf3QXufi2O2e4TNhRFmaMoSrSiKFGKomgsjmtMZVGKosxr4ny1qU6ilTKbYkj2UamvJLcsl8Cd6VQcPNj8CQAFR+HTS9DmFstnvKQ2UxQFfVERaVOnUZ1hXDLKycGJMHUY/Tv1x93JHaHXU3XiBJ7jxrUqcQHETNCwPb2Y1dUD4MQW2Plj6xp8OBmx6hUeVcVy3UWRjSYuAM/PfmPTt2+TXtw+H7ALKgoo+Pdvrl9ezoMXRHGF+JfyL6OhqnXPzrXEDf1uwDegG2llxntfi35O5JHSt3GI/rhViastbEpeiqLEAVohRBKgBmIsiuOFEAlCiGRAqyjKnEbCmD+qW5tfbWsMyQ4ySzJxUjnhfOB47RtHs3L2Q0Uhh3NLCZPJS7IDB29vQt57F6euXak5dQpRb3+s0nXryHryqdpeWmv4ejjzcFRvXvljH9WVZbD4IdD+07IgQsDfr7E0NJbDTn2556KwJqt3v/gKekRexPzN89tle5Ev93zJ1521hLz7Dg4qhUFXPsyxMhcqV7xo92vVpygK98YuYnTUzWxcu44r9syleMLzOPWf2u7Xrq/Z5KUoihqINiUWhBBJQohYU1kUYDlVKBWYbi2O6fytVuLbHEOyj4ySDLp6dSXw/vvxmjjRtpNy9yMC+nIgu5i+wd7t20DpvOHarx8AWU8/Q+Gvxs0kM598isq0NDzGj291j8vSTaN74KhS+OhYF5j2Jvxwg+0TOE4dAmDPlO95dH8f/m/6kGZXdfcYPYqYS58j7+Bukg4ltant9dVUVxH9zTHuUk9DcTQ+4HtR/2A+D5yHkvKFceHsdqYoCodS16N/6C5WDYsj8OJ72/2a1tjS84rA2BuKtjKspwF0Fq/zsd6zaoo9YkgtkF6cTneXzuR+8AGGykrbTjp1kDLvXujKq+kTJKfJS/bV9Z238b7sUgDcR43EwdsbRVFw8PJqc2wnBxVx1w3hg9WHORB8OVy2AHY1k1QMBtj8McRPoOLEdub+fIC7LwxjYBcf26658xBP/+HKG5v/j2NFTa8Eb6vf037n0X8exWPsWDy6hdYeVxSF266YwiPV95Pj2MUu12pSVRmlf8fx4633cM3VN7b/9RphS/IKByJMPS7zsJ55vRC1lfotHfhsNoaiKHMVRUk3f5WUNP9go9S4wf6DmRl6NdUn0pt82LOOMfezJ2ga3f3ccXeW28BJ9qVydUXlZnz8Qn311TgG2Hc/rqHd1My+QMP936VSNnAmXPGO8R7RT7PhUHLdmYjpKfD5pbDuHcSsH3hqg4KXqyP3TbR9FqH7yEgG/vQ71/a5jifXPNnmZ7925O7g3eSXuD7oMnynT0fl4tLg51P6T+PtdXlwaEWbrtUkg56sz2/CUHySp2+6mR1fvcNPP7zQftdrgi3JS0fd4T4tEG1RprYoa80du2ZjCCHeFEKEmL88raxpJtluoP9Axve/jC6vz7dtKxQhwL8PO0vU9A1q+ydhSToTHo7qja+HM48l7kAvAAT4hsJv98GrwfDhGGNFQw30uQTuWc/7R7qw9vApPrwx3LZNIE0URUFxduaWNSqmqAYhaP29r4MFB7l/5f3MK76A0B83NFrv8Uv6smnnLgyLboEja1p9vUYJQcnvj1ORtY+CKz8n0E+Nu5M7iw//zsasjfa/XjNs+ddocJ/Kgpa6yUbdTP32iiG1wCN/P8KOP76y/Rmvogx4vRsHswroGyyTl9QxOTqoWHhjOPuzinnm193oHd3h4mdg7j54IAWu+sBYsfsoxAVz+WhTLp+sPcJXd44k0Nu1xddTFAWX4C7M6jeLKn0Vi9MWtzhGmi6Nu5bfxQ39ZjHlsbcJfu65Ruv26ORB1NhRfOx6OyLpDtCdaPH1mmKoqWL7AS0/9HmTSeH9AehzwxyumPE0Ly2P5VR56zeWbI1mk5cQIrXeoQggyVSWTN1ekwaonQpvOaXegmX9ZmNI9nd9v+sJ9AxGcbRxyPDkXvAJYX9OuUxeUofWydOFr+4cyaYjecz5aiu5xZWgUhl7YKbljIoqqpmXtJNP1x7h29mj6NeGCUp+N96Ic2go2Qe2sSZjDXqD3uZz9+fv585ld3KL12Qu+7/1GKqqmh3mfziqD98ZojiongA/z7HfqvqHk0lYk8ZTykM8cN3kOkVXeIzmlfd1vJj8BAZhaCSA/dn0kLIpCcUAW4BI82xDizLzjEGNECLBomwFECeESDbNKpwMzAFigWQhhLa5GNbIh5Rbr1XTjte8iSFrJwN2zWTJAxfQK1AmMKljKyyrJvannaxPO8X0iG6M7OmHSlFIPV7Aj1tO0L+zN3HRQ+iqbvsyaBUHDpJ+//2E/bGEagf4Zt83XN/3+kYX0TX/P7o+Yz178/dyR5+bKdu8Gc/x42263vrDp7jnq438dXtPOvccaExgbZmxuTMR/e8PEl35PC/FzGJwSMNJK7rMI8zacC9XhF3BvcNaNvuwtQ8pyxU2zjN7Tu0hdk0sn+4fhzo62ra14pLuJN8zjNFrhrPnpUtaNPYvSWezjdo8klLS2ZdVhN4g6BvsxbXhIUzo7W/XrU0M5eWo3NzILcvlsX8e42TZSe4eejdTekxpkMTmrp7L9D7TGR08ivwvvkQ9YwYOni17tnJe0g6yCiv4clQmqoN/wdUftm6zzE0JiOTneVg8SvjF0dw6NrTRqgd+/4Y3tr/NTbf/jwu7XWjzJVqbvOS0sfNMekk6Xk5eOPfsicrWachXfUDK7nTCArNk4pLOKaM1nRit6dTu11G5uVG86m8qfvqJz9//nN/Tfuez3Z/x8oaXCfUJxVHlyLgu43gw/EFu6HcDffz6IKqqqDx4EFFVCbQseT09bQDT3l3DN1lduSVrOyy6Ga77BJxbsGVKaR5icwIvqOdT5TOYW8b0aLJ6Z2d/Hhp4D5rgyBa1tbVkz+s88+muT9mXv483LnzDthNqquDUAd7Z5cLR/DLemjmsXdsnSecqQ1kZlWlpuA0ejNDrQaXiePFxjhQeodpQTU/vnvTy7YWhspLCX35BPXNmm3p/20/omJWwkS+v78XIzQ9CZRHMXgmOLk2fWJQFx9YhBl3HY4tS2Z9TxqKYMXi62NbXqTh+jFeOJnDL4Fvp49un2fpyM0rJJhklGfTPcyPjcRuXkMzdD59P5cDJIjlZQ5LaQOXujtvgwVRqtRy55lqorqaHdw8u6nYRk3tMJkwdhqiuxlBWRunGTRja+DzrsG5qXrxqIHclaTl86TcQ9YIxcaWnGHdFr6/4JKx6Fd6PgLS/+b+/9rPpWCGf3x5pc+ISBgOZDz7M+LxOBLkHtan9zZHDhueZ9OJ0BncZjVeUjR90Tu6BoIEcOFnC9Iju7ds4SToPOIeGEvzCCyjOzhT99Rf6ggJ8Z83i5Kuv4djJD/977iHk7bfscq0ZEd1Izy/jhs9S+X7OaMIAdv4AWz8H/z7g3wsmPA4B/eH9SOgWibgxkbcP+vP9hqMk3TOWQC/bHxNQVCpCv/8OjZsbBr2e1ze/zoSuExjb1f4bZcrkdZ7JKs0icGBfvEePs+2Ek7upCRjA0cNlsuclSXagqFS4hw8HwDEwCAdv41T8TrffhoNabffrPTK5D3ohuG7hej68IZyxU/8PLoyFY+tAdxwUB3BwhEd2Uap48Myvu9moPcGPMWMIa8WO6So3N/RFRRy75VaGPHktD69+mJv630TM0BhcHJoZsmwBmbzOI0IIskqzCPjiL3T9slFfd13zJ1WVkO0+EA9nBzr7tPxBTUmSGmdOYgBOXbu2yzUUReHxS/rRw8+D2V9t5erhXbn3ojBCBlxVW6eqxsDSfSX837IUuvu589t941r1YLaZg7c3QU8+Sc+RkYT1Hslz659j6ZGl3DHoDi4JvQQfF9vWiGzy55ITNs4fQgiyS7PxOnYKZw8vnENDbTrvu03HWbIzk+/uGt2+DZQkqV0dyysl7q/9JO/NoW+wF9383Cip1LPjhA5vN0cevLg314WHoFLZ5zEBUVXFibvvJuCZp1nJPr7e+zUH8w9yx+A7eGD4A8RtjuOJUU/I57ykppXXlFNaXYq/m3/zlQHKC+DAnzyZNghvNyeenNq/fRsoSdJpcbKogo3aPHKLK3FxcmBgF2+GhajtlrQsFS1bjtfFEzGUlqI4O3PSUEiNoYZu3t04kH+Afp36yee8pKZtzd7K+5vf4pW38+j56y84+jWzjnLmNvhnAbtV7xNzodylRpLOFUHerlw1rH2GKevzvmQKAAXff09Nbi6dn3uOysOHqanJp69f31bHlcnrPDI+ZDyjAyOp0ey37cbwyT0YAgdyYHcxg7u2fYxakqTzV6e778ZQVATAqY/i8ZwwHp8rr2x1PJm8ziPaQi2uigtdhg2z7YTs3ZzyCMPVSUV3vxY8mS9JklSPoig4+Bg/BHd94//aHE8mr/NI/I54xm8uxXDcgZB332n+BN9Qdpb3YVBXH7uu8yZJktRWMnmdR7JLs+HSKwgKsG11aiY+ybLEHQzvbr9nMyRJkuxBLg91HskuzSbINQDHwMDmK2duh9VxpB4vYHg333ZvmyRJUkvI5HWe0Bv05JTl4P3IAkpWrWr+hCP/UJWxA+2pUoZ3V7d7+yRJklpCDhueJ06Vn6JG1NDjh+9xdrLhyfmMVNLd+tHdz51OnnLYUJKks4vseZ0nssuyCXbqhKqgGJWzc/MnZKaSqu9JeHc5ZChJ0tlHJq/zRJW+igtrwjh2443NVxYCxjzAn/ldCO8hk5ckSWcfm5eHUhRlDpAP6ACtEEJrOq4BogAtEC6EWNDI+Y3WUxQlHlgBJANPAvHm+NbI5aFaTxgMKKrmP7NU1RgY8uIyFt9/Ab2D5GrykiS1j3bdjFJRlDiMCSsJUAMxFsXxQogEIUQyoDUlOWuaq5cIpAArmkpcUutszNrInh0rqcnJab7yunfIXfIiHs6O9Aps+ZYIkiRJ7a3Z5KUoihqINiUdhBBJQohYU5m5J2WWCky3EqO5eiuEEIoQIsx8Hcm+DhUcovjnXyn89bfmKx9bj7bYgZE9/eTDyZIknZVsmW0YgbGnFI1xyNByyE9jOmaWbzpWX3P1NKb4AJrGhh6l1rt5wM3w4s3NVxQCMlL52+MSRg1tZuFeSZKkM8SWYcNwIMLU4zIP+cWZytRW6lt7x2uuXoIpfhLU3l+rpSjKXEVR0s1fJSUlNjRbsvRu6rtkLP8dQ2lp0xUL0xFlefyS1YnRYZ1OT+MkSZJayJbkpQO2WrzWAtEWZWqLssY+qjdZTwihs3jZYOhRCPGmECLE/OXpKe/DtESVvopPdiZQ+tFn6EuaSV6eQey47Bec3TzoKydqSJJ0lrIleW1tokxL3USkbqR+o/UURYlSFCXRhnZIrXSy7CQOKifCkn7CKaiZpaHK8/kz15/xvQPk/S5Jks5azSYvIURqvUMRQJKpLJm6PSoNxlmDQO30+ObqaYFFFmXhljGktssuzWZgmS/la9c1X/mrq6jas4QJfQLav2GSJEmtZOtDyjGKosSZJlWEmWcbWpTNMc0o9BNCJFiUxZuON1rPNC1eZyqbYzpmGUNqo5NlJwkr96Jsy5amK5blI3IPsLigOxf08j89jZMkSWoFm9Y2NCUYc8JKslJmNdkIISbbWE9Oj29HOWU5lIb3JvDCR5uueHwjRR6h9AzugZ+HDUtISZIknSFyeajzQE5ZDuEphVRqm3n2+9QBNiuDmTIg+PQ0TJIkqZVk8joPjAgaQf9SdbPT5Isi7ue+gplMGRh0mlomSZLUOnJLlPPA5B6T4dnJTVcqPcXBVT/R078/PTp5nJ6GSZIktZLseZ0HXvj9IQ69/mLTlQ4n47frU64Y2vn0NEqSJKkNZPI6D4zoNAxXZ/cm61TuX8Gy8n5cNazraWqVJElS68lhw/PAFeNuh3FNVNDXwKHlnPB/nm5+TSc5SZKks4HseZ3jDuQf4M0XplK0bHmjdURFISsdxjJo1MWnsWWSJEmtJ3te57iMkgxy3Wpw9Gt8R+Sd+Q7Mq7iDjcO7n8aWSZIktZ7seZ3jcspy0I0Iwz0y0noFIXD48UZm96/G00V+lpEkqWOQyescl1Nykukf7acmL89qef7hTYQWpTD1gpGnuWWSJEmtJz9qn+NySrIpHDsABy/r25ukrfyCKs/xjAtpZrV5SZKks4jseZ3jTladQn/5RBTnhmsVFpZW0iPrLwLG3ngGWiZJktR6Mnmd44I3pNHzi9VWyz78V8vbQa/RZ/Tlp7dRkiRJbSSHDc9xM699hqAKlwbHM3Xl7Fy/jKfn3AwO8s9AkqSORb5rncMMwkD/gRfioHJoULbwp7/4yvFVnNSzzkDLJEmS2kYOG57Djhcd58/JQynbtr3O8WV7shl54nP0A64FL7mCvCRJHY/seZ3DQrxCcPy/j3Dp3bv2WFZhOfFJS0lUbcAhqpmdlSVJks5SMnmdw0oqivAcMAgHV+MWJxXVeu7/bhtjNX44aJ4F39Az20BJkqRWsjl5KYoyB8gHdIBWCKE1HdcAUYAWCBdCLGjk/Ebr2RpDapm/v43D99c1XPTHeqr1Bh76YRsBNVncN+MqkKtpSJLUgdl0z0tRlDiMCSsJUAMxFsXxQogEIUQyoDUlOWuaqmdrDKkFDvb3YteDUygsr+bOL7fidXIzC4vuxy1v95lumiRJUps0+/FbURQ1EC2EiAUwJbAkU5m5t2SWCsQDCfViNFrP1hiWKspK+O7Tx6gI9MYjPZ9ydRC6Hv0J2rmJTl5eBAb1JONAKvSIxEVzISWr3qTYT0W1lys+B7PJ7TuUCt8guq1fTkDvgXh7duJYyj84j78DB/cASv6aj65vMAhQH8zm+JiLcayspMv29XQfPp6a0hIy0nbic9nzVGXupHTnzxT2DsKpqByXvAqyRlyIR9ZRArKP07PfKAqyj6MrK8Prgnup2P07xXm7KA3xwy27EIODF6f6DsP/wDY6KQpduvUnO203Vb7dcR90NSVrF1LsUkqlnwfe2lwKu2oo7hxKl63/4t+5G/5+XTm+Yx0Ow67ApfMwipa8QGGoL3o3Z07tXE1J3yimvLGKGJ+N3F6VgHLp69BlWHP/7JIkSWc1W8aOIjD2hqIxDhlaDutpTMfM8k3H6muqXrMxFEWZC8w1v1a7OXEs5U82DFdx6Xo9Jzq5sawskJh/MlD5GwgLdESfWsWesGP8m9aZu5KXsjVccDRE4bZkPasrdnEw2JuXlx2lVLeOrq4qPFdU8mNNT3Jc+nH/H2v4wdMBRz3c+Yee7zodw7+4igf/zMa5aiM1RQacd+j5n+Mshp38gxE7/2GxlwNhxw2E74avPQ4x9lA+4w8X4VWwmqzMGkp0TiSURzFt/09QfpxkBwfGpRrQ6535UaQwa30mDqoq+nZ34tjeao75duHPrAHcvP53DnSrZE8fFdf+qye1XwqbCjvx2KpjlPRW6OnjgOO6KtYUKGwPcOeB5f+wdLKKPF+F+5bXsJ4q4iZ5c+HGRSjRn0GfS2z4J5ckSTq7KUKIpisoyjzgSSGEr+l1NBAphIg1lXUy98pMvbQj5rr1YlitZ2sMSyEhISI9Pb01P+/5SQgQBrDyvJckSdKZpChKhhAipKXn2XLPSwdstXitBaItytQWZX5NxGisnq0xpNZSFJm4JEk6p9iSvLY2UaalbrJRN1K/qXq2xpAkSZIkwIbkJYRIrXcoAtOEDdPsQLVFmQZINL8wTYFvsl5zMSRJkiSpvmbveUFtEooBtmC631WvzDxjUCOESLAoWwHECSGSm6nXaJk18p6XJEnSuaG197xsSl5nG5m8JEmSzg3tOWFDkiRJks4qMnlJkiRJHY5MXpIkSVKHI5OXJEmS1OHI5CVJkiR1OB1ytqGiKDVA9pluRwfhCZSc6UZ0APL3ZDv5u7KN/D3ZJlgI0eI9mjrqpk7ZrZlaeT5SFCVd/q6aJ39PtpO/K9vI35NtFEVp1XNPcthQkiRJ6nBk8pIkSZI6nI6avN480w3oQOTvyjby92Q7+buyjfw92aZVv6cOOWFDkiRJOr911J6XJEmSdB6TyUuSJEnqcGTykiRJkjqcDvWcV719v8KFEAvOcJPOWoqiRGHc2FMNhAkhYs5si85+iqLEy99T4xRFmQPkAzpAK4TQntkWnZ0URQnHuGkvgFq+TxkpiqLG+HuJEUJMr1fW4vf2jtbzihdCJJh2X9aa/meS6jH9kahNv6sFpmNxZ7ZVZzdFUaL57w1Hqsf096MVQiRh/EAkk3zjokz/7yUACYqizDvTDTpLmP//0lgpa/F7e4dJXqaehOUnvVRgeiPVz3cR1H1zWYHxU41khelTn+5Mt+NsZfowFG16Y0EIkWS5m7rUwEyL7/2Qf1sAmP5+ttY/3tr39o40bFj/DSYf6xn8vCeESFYUxfKPQUPdPw6prnAg+Uw34iwWgfHTcDTG/wflkH3TkhVFKQBiAUw9MKlxrXpv70jJS23lmN/pbkRHUe9+xExkL9Uq06c+mbiaFg5ECCEmg7EnpihKnOx9NWo+xverOODHM9uUDkFt5Viz7+0dZtgQY2ZWW7yWicsGpnsVd8mb640TQujOdBvOcjrqDvdogegz05QO4UnTxJ+egJ+iKIlnukFnOR2teG/vSMlLS90fSo2V8VPpP6ZhnkVCiFTTfQvJgulGusb0e5oBqE3fS3XJ/89sZP5/Dowfikyz6tRntFFnv1a9t3eY5GW62ae2OKQB5CeaRpim62qFEKmmQ3LCRj1CiAWmGU5JGIcOdabvJQsWf0NmEYD8PVmno+H9mhVnoB1nM7Xli9a+t3eotQ3rPQugkTdCrTP9ntL47yaoGlgg71FYZ/p9xQBzgFj5d9WQxe9oCxAp/5YaZ+p9mXsSaiBBDk3X3l+ejOn/MyDZfDujNe/tHSp5SZIkSRJ0oGFDSZIkSTKTyUuSJEnqcGTykiRJkjocmbwkSZKkDkcmL0mSJKnDkclLks4RiqLMUxQlzjTt2Fp5tKIo8pkj6ZzQkdY2lKSzjunZlVj+e6gyFuMDzynACMBPCDFdUZQUYHp7L9PV1PNXQogkRVHksmrSOUEmL0lqG415wVoARVFiMe5NlGp6bd7Lqd0TlySdT+SwoSS1TX4z5VposMq/JEltJHtektQGza2FaBqqC8c4rBhj2mvN/DoW0/5Y1F25/UmMOwHooHa5ITM/m5bOMd73MsfVYFznUm79Ip0zZPKSpHZmWtU/2cprjWlTR/PmhT2FEDrTpIo5wAJTEpppWp0cRVESFUVJtqEnF4Nx+NK8dpxcmFk6p8jkJUmnh87KsTqrtVss3poPhJm+jwbyTb01c1k4ze+MvQhYoShKKsZtceQq8NI5RSYvSTo7NHbvrBOQZrEtSYyN8bRCiDBTjytGURRzL0+SzglywoYknd0WAZGWBxp7jqueOWDcK8k05BjWTH1J6lBkz0uS7MA0rBeBcXJEjKIoKeaJFaayKIw7NW811YnAuEX8Voy7OGsURZmD8RmxmabX4ab7Y4tMZVpAbesQoGmihw7jnlJx9vtpJenMk/t5SdI5QlGUec0NDSqKMkdutimdC+SwoSRJktThyOQlSZIkdTgyeUnSuSPZtDhvowvzYrz/JUkdnrznJUmSJHU4suclSZIkdTgyeUmSJEkdjkxekiRJUocjk5ckSZLU4cjkJUmSJHU4MnlJkiRJHc7/A7K9hbu60dPEAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = ss.TDS.plotter.plot((5, 6, 7, 8), ycalc=lambda x: 60 * x)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Greyscale and Grid" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:56.994595Z", "iopub.status.busy": "2021-09-26T22:41:56.990550Z", "iopub.status.idle": "2021-09-26T22:41:57.287952Z", "shell.execute_reply": "2021-09-26T22:41:57.287360Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = ss.TDS.plotter.plot((5, 6, 7, 8),\n", " ycalc=lambda x: 60 * x,\n", " greyscale=True,\n", " grid=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Save figure" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Pass `savefig = True` to save the figure to a `png` file. " ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:57.291536Z", "iopub.status.busy": "2021-09-26T22:41:57.291128Z", "iopub.status.idle": "2021-09-26T22:41:57.769966Z", "shell.execute_reply": "2021-09-26T22:41:57.770561Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Figure saved to \"kundur_full_out_1.png\".\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = ss.TDS.plotter.plot((5, 6, 7, 8), savefig=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Additional arguments" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`plotter.plot` takes addition arguments. To check additional arguments, please use `help` or refer to the source code." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:57.773348Z", "iopub.status.busy": "2021-09-26T22:41:57.772578Z", "iopub.status.idle": "2021-09-26T22:41:57.778334Z", "shell.execute_reply": "2021-09-26T22:41:57.778872Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method plot in module andes.plot:\n", "\n", "plot(yidx, xidx=(0,), *, a=None, ytimes=None, ycalc=None, left=None, right=None, ymin=None, ymax=None, xlabel=None, ylabel=None, xheader=None, yheader=None, legend=None, grid=False, greyscale=False, latex=True, dpi=80, line_width=1.0, font_size=12, savefig=None, save_format=None, show=True, title=None, linestyles=None, use_bqplot=False, hline1=None, hline2=None, vline1=None, vline2=None, hline=None, vline=None, fig=None, ax=None, backend=None, set_xlim=True, set_ylim=True, autoscale=False, legend_bbox=None, legend_loc=None, legend_ncol=1, figsize=None, color=None, **kwargs) method of andes.plot.TDSData instance\n", " Entry function for plotting.\n", " \n", " This function retrieves the x and y values based on the `xidx` and\n", " `yidx` inputs, applies scaling functions `ytimes` and `ycalc` sequentially,\n", " and delegates the plotting to the backend.\n", " \n", " Parameters\n", " ----------\n", " yidx : list or int\n", " The indices for the y-axis variables\n", " xidx : tuple or int, optional\n", " The index for the x-axis variable\n", " a : tuple or list, optional\n", " The 0-indexed sub-indices into `yidx` to plot.\n", " ytimes : float, optional\n", " A scaling factor to apply to all y values.\n", " left : float\n", " The starting value of the x axis\n", " right : float\n", " The ending value of the x axis\n", " ymin : float\n", " The minimum value of the y axis\n", " ymax : float\n", " The maximum value of the y axis\n", " ylabel : str\n", " Text label for the y axis\n", " yheader : list\n", " A list containing the variable names for the y-axis variable\n", " title : str\n", " Title string to be shown at the top\n", " fig\n", " Existing figure object to draw the axis on.\n", " ax\n", " Existing axis object to draw the lines on.\n", " \n", " Other Parameters\n", " ----------------\n", " ycalc: callable, optional\n", " A callable to apply to all y values after scaling with `ytimes`.\n", " xlabel : str\n", " Text label for the x axis\n", " xheader : list\n", " A list containing the variable names for the x-axis variable\n", " legend : bool\n", " True to show legend and False otherwise\n", " legend_ncol : int\n", " Number of columns in legend\n", " legend_bbox : tuple of two floats\n", " legend box to anchor\n", " grid : bool\n", " True to show grid and False otherwise\n", " latex : bool\n", " True to enable latex and False to disable\n", " greyscale : bool\n", " True to use greyscale, False otherwise\n", " savefig : bool or str\n", " True to save to png figure file.\n", " str is treated as the output file name.\n", " save_format : str\n", " File extension string (pdf, png or jpg) for the savefig format\n", " dpi : int\n", " Dots per inch for screen print or save.\n", " `savefig` uses a minimum of 200 dpi\n", " line_width : float\n", " Plot line width\n", " font_size : float\n", " Text font size (labels and legends)\n", " figsize : tuple\n", " Figure size passed when creating new figure\n", " show : bool\n", " True to show the image\n", " backend : str or None\n", " `bqplot` to use the bqplot backend in notebook.\n", " None for matplotlib.\n", " hline1: float, optional\n", " Dashed horizontal line 1\n", " hline2: float, optional\n", " Dashed horizontal line 2\n", " vline1: float, optional\n", " Dashed horizontal line 1\n", " vline2: float, optional\n", " Dashed vertical line 2\n", " hline: float or Iterable\n", " y-axis location of horizontal line(s)\n", " vline: float or Iterable\n", " x-axis location of vertical line(s)\n", " \n", " Returns\n", " -------\n", " (fig, ax)\n", " Figure and axis handles for matplotlib backend.\n", " fig\n", " Figure object for bqplot backend.\n", "\n" ] } ], "source": [ "help(ss.TDS.plotter.plot)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Cleanup" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:57.781472Z", "iopub.status.busy": "2021-09-26T22:41:57.780695Z", "iopub.status.idle": "2021-09-26T22:41:58.922479Z", "shell.execute_reply": "2021-09-26T22:41:58.921929Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\"/home/hacui/repos/andes/examples/kundur_full_out.npz\" removed.\r\n", "\"/home/hacui/repos/andes/examples/kundur_full_out.txt\" removed.\r\n", "\"/home/hacui/repos/andes/examples/kundur_full_out.lst\" removed.\r\n", "\"/home/hacui/repos/andes/examples/kundur_full_out.csv\" removed.\r\n" ] } ], "source": [ "! andes misc -C" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "execution": { "iopub.execute_input": "2021-09-26T22:41:58.929993Z", "iopub.status.busy": "2021-09-26T22:41:58.929572Z", "iopub.status.idle": "2021-09-26T22:41:59.147013Z", "shell.execute_reply": "2021-09-26T22:41:59.146712Z" } }, "outputs": [], "source": [ "!rm kundur_full_out_1.png" ] } ], "metadata": { "interpreter": { "hash": "4c42303ec617988e96980582546035234a0dbb343f6614254a1d5bddbb9babb9" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.10" } }, "nbformat": 4, "nbformat_minor": 4 }