From ebec46d34c56ca98eb14214cd09dfde7624ced34 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mart=C3=AD=20Bosch?= Date: Sat, 28 Sep 2024 17:02:16 +0200 Subject: [PATCH] feat: updated benchmark --- tutorials/02-benchmark.ipynb | 2980 +++++++++++++++++++++------------- 1 file changed, 1888 insertions(+), 1092 deletions(-) diff --git a/tutorials/02-benchmark.ipynb b/tutorials/02-benchmark.ipynb index 3133179..4af0f61 100644 --- a/tutorials/02-benchmark.ipynb +++ b/tutorials/02-benchmark.ipynb @@ -1,24 +1,28 @@ { "cells": [ + { + "cell_type": "markdown", + "id": "0", + "metadata": {}, + "source": [ + "# Benchmark\n", + "\n", + "This notebook evaluates the performance of tstore to read, write and store irregular geospatial time series data by comparing it to [xvec](https://github.com/xarray-contrib/xvec) (v0.3.0) and its [two recommended storage formats](https://xvec.readthedocs.io/en/v0.3.0/io.html), namely [netCDF](https://www.unidata.ucar.edu/software/netcdf/) and [Zarr](https://github.com/zarr-developers/zarr-python).\n", + "\n", + "To that end, we will download meteorological observations from the [Automated Surface/Weather Observing Systems (ASOS/AWOS) program](https://www.ncei.noaa.gov/products/land-based-station/automated-surface-weather-observing-systems), which comprises more than 900 automated weather stations in the United States. More precisely, we will combine [the 1-minute ASOS data](https://madis.ncep.noaa.gov/madis_OMO.shtml) with the [ASOS Global METAR archive maintaned by the Iowa Environmental Mesonet (IEM)](https://mesonet.agron.iastate.edu/request/download.phtml), which features more weather stations but at a much coarser temporal resolution (~20 minutes).\n", + "We will use the [meteostations-geopy](https://github.com/martibosch/metastations-geopy) package to fetch the data. For this tutorial, you need to install the `feat-multivar-df` branch, e.g.:\n", + "\n", + "```\n", + "pip install git+ssh://git@github.com/martibosch/meteostations-geopy.git@feat-multivar-df\n", + "```" + ] + }, { "cell_type": "code", "execution_count": null, - "id": "0", + "id": "1", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "FutureWarning: \n", - "Dask dataframe query planning is disabled because dask-expr is not installed.\n", - "\n", - "You can install it with `pip install dask[dataframe]` or `conda install dask`.\n", - "This will raise in a future version.\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "import os\n", "import time\n", @@ -26,55 +30,245 @@ "from os import path\n", "\n", "import contextily as cx\n", - "import geopandas as gpd\n", - "import meteostat\n", + "import matplotlib.pyplot as plt\n", "import pandas as pd\n", + "import seaborn as sns\n", "import tqdm\n", "import xarray as xr\n", "import xvec # noqa: F401\n", - "from meteostations.clients import agrometeo\n", + "from meteostations.clients import iem\n", "\n", "import tstore\n", "\n", - "METEOSTAT_CRS = \"epsg:4326\"\n", - "METEOSTAT_VAR_DICT = {\n", - " \"temp\": \"temperature\",\n", - " \"rhum\": \"water_vapour\",\n", - " \"prcp\": \"precipitation\",\n", - "}\n", + "figwidth, figheight = plt.rcParams[\"figure.figsize\"]\n", + "\n", + "\n", + "def plot_stations(client, ax=None, source=cx.providers.CartoDB.Voyager, **plot_kws):\n", + " \"\"\"Plot stations with a contextily basemap.\"\"\"\n", + " _plot_kws = plot_kws.copy()\n", + " if ax is None:\n", + " try:\n", + " ax = _plot_kws.pop(\"ax\")\n", + " except KeyError:\n", + " _, ax = plt.subplots()\n", + " client.stations_gdf.plot(ax=ax, **_plot_kws)\n", + " cx.add_basemap(ax, crs=client.stations_gdf.crs, source=source)\n", + " return ax\n", "\n", "\n", "def get_tstore_filepaths(base_dir):\n", + " \"\"\"Get filepaths of tstore files in a directory.\"\"\"\n", " return [\n", " path.join(dp, f) for dp, dn, filenames in os.walk(base_dir) for f in filenames\n", " ]" ] }, + { + "cell_type": "markdown", + "id": "2", + "metadata": {}, + "source": [ + "We will only consider the ASOS stations located within the state of Colorado, and we will download the temperature, pressure, precipitation and wind speed data (see the [meteostations-geopy variable notation](https://meteostations-geopy.readthedocs.io/en/latest/user-guide.html#selecting-variables)) for the 2021-2023 period (inclusive)." + ] + }, { "cell_type": "code", "execution_count": null, - "id": "1", + "id": "3", "metadata": {}, "outputs": [], "source": [ - "variables = [\"temperature\", \"water_vapour\", \"precipitation\"]\n", - "num_years = 5" + "region = \"Colorado\"\n", + "variables = [\"temperature\", \"pressure\", \"precipitation\", \"surface_wind_speed\"]\n", + "year_end = 2023\n", + "num_years = 3" ] }, { "cell_type": "markdown", - "id": "2", + "id": "4", "metadata": {}, "source": [ - "## Get stations\n", - "### Global Hourly - Integrated Surface Database (ISD)\n", - "We will use the [meteostat](https://github.com/meteostat/meteostat-python) package to get the data from the ISD." + "## Get stations locations\n", + "\n", + "Let us start by plotting the ASOS 1 minute and METAR/ASOS stations' locations:" ] }, { "cell_type": "code", "execution_count": null, - "id": "3", + "id": "5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": null, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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LzklevJWySIZL5jIyV5hoostMf8hleGfq0FE1FR+sCTEQYrC09Sb1fvQKRKzg3zKvr5dUlVxyMslsgF38rieyqHEMVh8HNFZo/xSaTaOr1au64IKsCrRWZ82w2sYqSLGqq0k4VIHYI8YKXJvCe4SIlKeQ7jNI7EHnsGXsefPuXNMLuFjZgkQu3h/ii5ys3dr25GwUQllRzc+TtZZfuQ4TUGzC2MYmoKlKrrUZOTGmqrZX0YB2FSCqMltF5kKk7Rxj+cKV0A27Otz7qgPLko9F4N67D6xIOl4KTQHSQLCwlSsoxKfMK0mGSKDJtlicvi1IKmuBlYTApBti2nagIULy6gwMmKbUhI4cyYyZTBLpmFHStkPSOxxioKFBj6o4R6wQqohQR/NUSUOE1Cp5ctZqsCgSeqZnsu41ooNsakhsvqq1UC4PnjnT5YFHTnBytmTPRME77tq3Qt9M2WiaKnBvdluppv5SE6VtXs4wD71j1odae4xU3BgEqWzDApdUo5G1ZMwUhqJ/I31rE+9bGlmFSxiXYx3QOuCybN3JFhuBLWfkZK2CYnx82e8bVdt6EzU9tpEgAmRJhbYHso6wwQsE/aDM1pHxzDGZL80eu+/ttwIs0MmJqqiagdN8vxx0oMi6MERkRORUoFOTV0bcoLinQwhEgpoHpnFqN0KCiBCiGTij51pMZNYVvBpNtpUZRkqd6m01IajGYBJkQDAWhKDxgvCUJq+NVY9PQ1/32TQpOdASyFfsg+I8uEsY9F3L0tXr8xa+eoGgCnFpLae/enJ5LSfxFhbUCsi53NmYKxtgZuBo6BKkIMQaqc6AzkOxA/KdCw1lDQODaGG4JxHcdak3WYfGfuMBkgy08VY2+k2MHO/qh4ig/uKU3TcCW87ICXVNNb98CnnE1GIVaF2UGMI2NhSNoSPeeDrrDQFscXgHmQyTTJYaJ3Lv+Mg7buM9r93HA4+d5OS8sneixT0rrpJHoOZtUVXyNPlbeOjC5HDVSB0r+06a7Ua3EDNuNKyc8rUGNN4gQSxLKgYYJKwPFWVHPUPmFYpLZoSBlYAoY0khWLFSIlRnGIRF8l2p5IMsuYJeQE9d76gtKSct2wG9Z00E7iImqwFnad17XgEs0yaNgbMuLScR47SEZCxcJj2Z1QywX3/biylcRMszlOqpxZH1j5L7zEJTfuQd02BlawiAS4KR+dr7SlOItlkcxJKFBGAZ9iOXjPNRbLa3awmIE2RJo+7KYMsZOS7z+PbSoSpVpQy2kmx7t/UISdcs0upkm6dwAXIROknqoO4r45mjs4wS6+FdLd73k9fZoLueMhHoINQjTTgnCQ2iCydTqwWXERitYB5H3NDK4oKfS6HxzKx2XXXyvNhbOyJItmi7wacLuF0m/tkYQTGVqFAidazx3sPYi1I18dyOUJ2GOA/5TtS1hqeT5qovEQL4Fioeqhmk2LG+/ZsQyMBDtp4c68XbjdzNwOhY7VgXJvbbP31KInCDtmrw9OmN0XJaO3TtTcIqBtiDx4DIh3/2AFWoCC6nXR3DeYd0DpgBo6Ut0EZDO9JmIC65HsOjWfT5jIEGz8DDE4bPXysI/bRT4sxI4yESLtDg2UTjJ1QBDQEtthWPNwQaI7GqYYks0FqVoJGWt6Kd27hKoMFUQLe9OBdChInMMZZZGYgVu63GCwe3tZwCIXc5cZAybp968QQx4m+IlQ3syYsiImSSJYHCxenpTTDpwjM1bJ/c5QQiMdYoK4WrzG2vi4wXBmGqBmZoubQKjypUteKc0NQRcpJR1TWtQoY7+g50OgwmkmwKuj80nkWxB/UTqBuzMFUyHC9t5LAQhPoJpDxlXqN1hb4CEuYZTGzN6n7xhTWNoyP3eoF9stS+S1sHOrrt6CEAM7pKSyJojJ0RoupnHj2Bk2RALINltZx0fQbLcJ/EtVpl56fP9Fc2wIAjD57gl3+sxb4dU/jyeTx96FyXuEJ9e36uNXz35MK2uijI4ufTtGnTJo0BFBK3sR5+P7p/E/KCZICtfYx45kyfTz96kpPzx9bAoVoaWStHo98mHm8YllnYNJVmzQW+beBcXUhhiG0j5wLYXJQSL1fttklFet1RFDNo/AjnQdOCoAmNGC8nIuLxLsNppNZ68D4VnqTds5xnQTg/B4/8/VNUdcA7x8F9u3jR9buSmGHEezOOYrR7jsHx/OlZWkXGzukWIgFVz7nzFU89d5Jzs/MUWcaLbzzA3l0dE2eNgnNKv4w89K1n2L1jirKu6PUqDuzdyXMnznDXS65HM0AVIeJTMcYQIcQC3zpMVswjYRbmvk8cfykkj9DGLEUFySaMgBy6SWhtlQM3E3foJsXZ9jqNo0vDqrctWZpsS6jnU2aReTJOzvZT6ZDlDQ4R4eT5eQhzC7+IISmkpyy4wee1XdVSQpADNezVw0SfeezYmgywP/9Wn/f82GlyKhi/aZgksSkT9yJejnggRS8Gnp5mURCH/KAL9h/xADWfJyPtojhUy6Dul5uaQr7ljBzn3QI+jqomD46l4WYbNU5tY2MwqMhtlNVtbC604bOkVO4mFBQxLk7mZaAaHEMgEk3QFePOhMXZJAMIZ2a6fPnr3+LWF13Pvt07iFF49sR5jj1/irqO7Ns9xd5dUzz57Am6/YqxVpuvP/pdpifHed2P3Mb+3eOcn6v44v/4e+a7PQ4f3MvcfMmJU7PECE89e4KqjuzZOcmO6Ukef+IoNx4KdLs9ZmbnmZqY4MzMHPO9yEM/eIY8y+j2Svbv2cn+PdM8e+wU587Ps3/PDm6+fhdPPXOCmRPPct2Ne7n+wAEQ8zgqasXEl5y0F5NMl4b4tk3Q9XkzCAachdEQw+Ch2AQf5s1j4FpXH/di4MXwQDXCJRH2jA21j5bDQMtpMe/GOftsNBW7aQ9xXKDCC2ni9qyFqHxyLq7BAIPn52o8irQPgJ+4+tq/QcPXadpRR+PNjdcnJC+fWh22wQZDL899n32CIw+eWCGEBx95x8oJDQ2yIkOzbNOkWrackROrQNXtkbUtnq5ALwQEl8JUm3t92xiBqq381DQnts3PS4RkNvhrww1YW3uOTkBG8K3Tvxe6+2ut0QCFN4GzhuQLlqa97GXhyFwB2qNfVpydmaXdKsgyzw+ePsrUxBiT42N88f/+Fi+75TAPfvv7TE+M8arbX8xct0dR5MmL4jl+6jTPHT/FG378dl568wFUIzOzFf/li3/H5PgYu3ZM8qX/8S1e/uIbiVEH+joalZm5eb731HO85Kbr+cuvPsKdL3kRToTHvvs0d77kRTz+xA8RcWSZZ9+058hf/C3f/P6z3Pummnf95I2IJMJv7EOrb0aHteBIW8ah16cJgS3iqKQNAQ/9E8kz00zWzWp62HqDSd13bFK/qidY0r0kjpMq99x1gPu/+NyKu6rCO15xXRoHVkETnhG/tu1XwJ6JtYhpwt52ic92I/n01dv+S2HBtTZcneQEUAUaTTkdjB1Pn5kfGDhLwUJ4x3jPa3dxeOcalJyrkhgcLpsAvfKV1reckePyjGJ8GDMUIBdHreZ2FNhy4n+q2lDegGvk/lSTPk6ZBu91ZCBsAtan77FJcK2huKLrsNpA0gzuig7KIJgQYE7QerB4szILmhSEA3UMAw2cIZbj4TDyudJuFbzkpuu56fq9zPcrvvNEoN0umBhrU4dAWdXk3vOyWw5zyw37+eZ3dxr/J3MIkemJNhPjHb775FHTvamDVWbvl+zZNc3EeIeoSllXF1xFjJGqsqKieWbnyDLPk8+eQES4fv8envrhcb7z5LPcdmic192xn1v2O267cR9OFEcwQ9J5VPKU3ryomZMGSpPkrjEM6mtp8tYMHBKSGfcn1sYFAmSkrRa0p2txbejqLA6lwA27J0zL6aFjSzpMLk7LaXHDXxzuuXMf9//VkyufSeGdL28hrb1ciijeVYcF3CEdeMU+89jxtXGovjnL+964c9XTqM9wlKYvRUhG8JUTSdxCT8xQ9fuUInSKYiD4V3hHXUeqEGj5Kx8T3Eg0k1E9skisFaoYyZ2QO6vgnAm4S+lEqolI6JIBMhK3vSRLXG1Qj/2R1enVa+BsZGz6skLEyIWuYy7o2B3hbSzftjFxa2LSn2llHZw4wsDL7VJtN6HRuKljiUo2IAMLjqVLJhiaGlKT4y1+5PZbePmLD3H9nil6VSCEyA9+eJyjJ0/zipe9iJsO7SfLhAN7pmkVcMeth/ne08c4c67LzqkWe3eN8cYfeznf/v6zPP6DZynyjJfdcpg3/tgdfO/pozx77CS333oDL37RQYo8Y8/OKaqqorurZO+uae647TBTEx1e8bKb2b1jHCeO22+9genJcVSVQwf2sHOqzXQH3vqjB4nVBHXnxRDngBLNdyZtHbdkaYehkWL9RHw2+FQWCY9KlqHZGPSPI8WuLcxJk0vWclrqmBuBgZjmcgYY8At3trhx34E0Vl2d49SlY3hfJ+eqtXGo5uo1GX1KQGnhnEO0SvNKkSqxbxBJewWIruarWwEf+9jH+Df/5t/wgQ98gPvvvx+wSfhDH/oQv//7v8+ZM2d49atfze/8zu9w++23L3ucT37yk7z73e++4PNut0u7vTZ35MzMDNPT0zz11BNMTo5TtAqqaK7GoIqI0klZVZaFYftdC16P4YrbeEVljDix0FtQtXsSIcRIGZUqKrlztL2krBJLRb7gXgePPg7/LWLGR/+UGSKIfS/eOrRv2+R5MSvLFJ565uQ5HvjmDCfnAnsmWrzjrn0c2tmylEi1LCsZEOJkUweWX/3046uqCV+g77GpSHH30LNffXvJgaip0N3wbhoF48K1yFxO1EAZ+wPhv8VwyeiNqoOspriCPg0InpwQhCLzZN6hCHUIdMs+UdX4Pk6og/F8vFPqCFUdyLwjS8RkVUdVR+oQcOIoCo8AZVUTFfLM4b2nTgTnpvq4EinrinbRJgYoMitbUdaBKihVCBROyCXQ5gy+eh4NPWL7elzoIiixdR2UJxCXQfuQpYKPeBU01vbd6J2vsCjQ8hTMfgeZuuPq5npsEEY9onsnirVrOY1CQ5oo8xWLqa4VFy5kbN5QhV+4a4z73rqXYvz6LWyELsTvfOkpfuuvn1zVk/OB/+lFF2bDLYFqvksMkXysnbIdq5RyDw05fWbmPLsP3sy5c+eYmpramBtJuGhPzte//nV+//d/n7vuumvB5//xP/5HfvM3f5NPfvKT3HbbbXz4wx/mLW95C48//jiTk5PLHm9qaorHH398wWdrNXBGkWuEKhALoe2FMirzZWAss39HjQQVWl4YuxpW4KtAVVPdoibLBTLnaA1WhcO/c+9oeyij0q9LyrJPL4C4jOlWCyce5wSJVZoEQ0qDrIa6G40oHwrtA0n7IsVrYx/qWahm7HPfScZOZsJUo14DjQzUPpPeQxUC933uexx5+Bw3u6PcKCf4qu7j/r8+yC+8Yop/8/+YpvBNTNHjfRtf7FiaXLiojZ460+WBb5zg1FzF7omcd961jxt2di7JiL3y+h4bgUQ89GOWiVPPW52wJVZMtVaJf7OQd+PVp3Zbqe2a2uERP6gcXhMGJR6Gnh+DEihxmScQEM3x4sm9I+9Y2w30dTIoY0nUSOYhG7yniRMjkVYBhfrB7wDt1uj7HLD8g4iXSOGMjFpkVulcfJrNFHzuiQRqFdqFJwNinAINuPppsnDewqouR8J52686B60D1uebdF5JPKUUpjLekqDYZ4v7oqqi0kE0Qv8kjI1xuVV9NxuHd3bWNDFeSeRO+PA9L+aXXruHP3/kJKfnKg5MFrz9NuHwVEDG9m+tMNUqWGsIb6318Hye4TI1T6YIUIBPStYD3t/lq114UU9udnaWX/zFX+QP/uAP+PCHPzz4XFW5//77+dVf/VXe9a53AfBHf/RH7N+/n//0n/4Tv/zLv7zsMUWEAwcOXMzlLIAToZU5imw44O1oZXgxnRzUMVcH6qCoH62ZMwxFDO6HC53RV2Kh1cjsKxaGqtLzzx0Uzg3cvYOrbAZZIsSKVn2eVphHEVooVR0IMaef7WDMK1Rn7W4ksfDFQzZud6vBJkg/NixaKGACVW2bMGNpE2joQT3HkD/QZFeoGTnpGpUIMfDr//UUn3/kBH+Yf4I3+UcG9/vFcBcf+Mb7CZLxobffaqGTWFJV52nV8/j2fvAthkUhh+jXgV//3Pf4s4eOm0BqcoP/9l8/xT981QE+9LYXkzeS4sNIAsMnqyxlxSjKA4+sLb10SX2PzURjoPi2PZ9BmrI9o6aPe7HJPS4gziq1VqlcUPMGrJJFJM6UiQUkmkeoKewpgzIQdpzGkJEoA90dSQ/HCnna1UgyQFa9zTWgCcnlUpANvCyjfUnJneCLjMw7Ex90HtUSlYJQ7B+0hbhkAFYzQwNORrg24oeeVzXVW1nJG+lyUz6uz6+bML6Niw5CpN2HzymGefZM5vyzN9xEhy6ud9S2GbshhX1fOM9ko+vh1f2KGIIVM/UjYpEyQlr29XK7XzIuysh53/vex9ve9jbe/OY3LzBynnjiCY4dO8Zb3/rWwWetVos3vvGNfPWrX13RyJmdneXGG28khMArX/lK/t2/+3fcfffdy27f7/fp9/uD32dmZgCLe1sc3OCl0cVRsqajiqeKSkidvIpQOMEnZkEZ4oDMC0KRvCaZLcguf4hLoYpKP5qOh2WFDesWDc6vTUpg8szEblpxtqDYhbgWuSq5BjR0if2T9DWQt6bxxTTDdM0lVu3L3WOT0eBakDV6DCktsVHoVCNoatKwCHWPH5yZ408emecP80/wevfYgkO+3j3Gx/NP8O6H/zXve2Pk8M5xlDFCGGeue5pO9zmyfBJdpElRR/i1//Isf/7IWZosxzhipP4fDx5DY83H3nnboG7RoP7LaGM3bdm8fLFEQ4/nz55eaBwt1RwinJxdLIZ3tcCZoRPmQAusfIZ9oyMaOKNQIlVcvKpqfDONOWu1qlxqmBhrghOUJlw1Um8qqQxLqmc1PI55VRcTmKNGIktf23ogCJnkuIGOygILd+G24iiy5t/GRbCuYLwbdR2iCj882+ez3zzNqfNd9rT63POqHod2FywqN2p/OodVbV9eQFAEW0hkU7bwiKUp3W5jFWzM+KsoxJIQSip1+KxF4QTXO2fj6fgtSQ/nhWPgNNhIDpVv5XjNrh0xwE996lM8+OCDfP3rX7/gu2PHLH9+//79Cz7fv38/Tz311LLHfOlLX8onP/lJ7rzzTmZmZvj4xz/O6173Or7xjW9w661LN+bHPvYxPvShD13weahrQlmSp9IOw/457KiFgyoo/RCJqsxUSjsTJjOfPoPxzAbqfhjq7ARVnAhOzGBaztgxkU4b8tZL/lWNBIW52vgGE5k3afrR4zSp180qvUmn9GNQ7F0QOx7s5Ttk+U76QYkCOc7094T1V2IfKGku32mjKiFGYuhRq/C5v6+42R1d4MFpkEnkTf4Rbg5H+cyjz/O+N95ok6EvaHf2EqpzSOgRsJq4mdhzeO5sNTBwlmxL4E8fPsl7fqzg8A6PcYuSd0ptSm4EIi2zqGEgOdQV7J6aRHV2xaaIquwezwd8lIaku5lcr0brxtSCc/tblyEJrmLEpSMuCDyZQnIxwsuJA05YHRXvklpyNB2d5giNsrITvwTXx9qsyewSXTktfTWIOLzzOPEDT9HS2yWjZMHdDq8JDVRVn9/4/LMceej0gLOhCvd/9RHuvXsP9/3sYXJKVHzqSR7yiTSorxLyS94f6tlB0c5rIpNv05FWnBeDpkRC6FOGiigtfFaQC0h50p7DxC1WUfwFiqYe3j9/3d6keCwXzaGKpXly8vFrQAzwmWee4QMf+ACf//znV+TLLBV7XmnQf81rXsNrXvOawe+ve93reNWrXsVv//Zv81u/9VtL7vPBD36Qf/Ev/sXg95mZGQ4fPkxWFOSdlbk8Dmh5IUQl9552DHRrJROl5YxE2Uz8TZ2ghvTbEJn7qnhJw7/KQIOnCTGVVr+Q9qg2j4CJfqUVcDqwueetnYaaPt5WFZIGwkbJMnSNExP75k3xnUQGbrGSq1tEKETIRI2zE5p6Q0pdK20nqWDp0PW+YDUta6/bEzWasRhrcmraPudcN3CjnFhxvxvlxAKviIhQeA9+F2BshSZIIsBnH39qTeGkzzxe8b7X7YBsbLCa0OT6EYznJKmdBQvjiMt45yum+e0vHV3xmpvYdNBgxkWq7XQ5oNr4URZ+FjWAyMArEjWY4YGz8MxIJWdNPJahwdJMFuuZMATn/KAERNRAFWvKaO9ChvFegtTm+TRqMigEDcYNGzGQtQlRJROhCtWqBo5L5wAG4THSMVxSZQasmOhgwWFhtaGOzTJ3l3g0kpSFf+MLxzjy0GmURhhtuO2Rh04Cykfedj3g0FAilChrnyDVt8EV1FWX+/7iO1d/Jt9VgYbrt869VFGt0WqWkowobVpZgRdFyjNQPg+d640Evg0O72zx/p88iF6CwSdZZplV14IY4N/93d9x4sQJfuRHfmTwWQiBL3/5y3ziE58YEIePHTvGwYMHB9ucOHHiAu/OSnDO8WM/9mN897vfXXabVqtFq3WhEFHV7VHlOT5f6aEIhWMgCb6zlTEVzTswKhYoIxO7qnmAwJzvqqkWVjJm5uuIiFEMRYSOd9Sq9EIkc83k6RDMM9QYS5rCJJK4EoX35G543oGBo8GKB1bnId8Bxc6h3sBgw9XhRGg5BiE4VaEbauZqTV4SO17mSCrREe/E5KPWcA6rZQRlqOlISe6srsveiYKv6cpEtSd1H6+YWEgyHn0xFp/91BpTHU/3cqS1Z+HxVFfs/CLCjbvHVk0vvfeVU8OVzeWOYmqk0oqoVmPKO08Vq8RzEVya4BEzPFQF7zzi2hbKDF0z8iTDJVXYAfdGNHkgVycAChBjwLlEssWM5lqh5cA7M5aFxB9LvJRIJGggwwywJmSlKbOryYJaCx+nsTWcuNRnh++MdxkC5knSmIwgM+ozl5O7lSQLmqrqVsjzmbM1Rx48vaK38MhDp/jln7yJw7s6iKuQ2JQmWGOH8B2ktZf7/uIERx7pjRhTw7MuW6n7BQnBxr31kVWjKlWMxFDjNeKzNi2fIShSnob+89C+DrLpF2SI6rJB40UZpBuFdS0LfuqnfopHH32Uhx9+ePDzoz/6o/ziL/4iDz/8MDfffDMHDhzgC1/4wmCfsiz50pe+xGtf+9o1n0dVefjhhxcYSmtF3m6Rr5KVJdKs3O3Hau84MicLPl9uHyeCT56PsdzTyRwtb2tiS922Y7W8FVYUEscmRHopHOYddDLHRO6ZyDxjqQjjwHtDGiI1mtemcaO290FrV9Js8M2FrauNmnuwH+h4T+4c3aCUMTBX18zVgTNlzUwVKIOFIaoYhwqyowTtkc+M01SRa5/MecSPIy7nnjv38YN4kC+Gu6h1Yber1fHFcBdPxINrZuzDWtVKTS5+8TMdfc5L/TS47+23cu/dB5KRaqG9Jqz1D+4c59fevNue1TL7rxeDdky1oha0t8hAtSZooI41w8KVmoyImpgmd4ipurigrpOqagvEPhK6eI3kLiPzeTI6Gs/OyhBxgzBsVOPn1GqDSdZ4STQJC4oZFd55VEleLvPYhFhThj5VrAgpZb0M/TVVMdd0r1UsCSmLzztP5jIkVmh1Fq1nIPYQHVZJr2NFiNXAK3Zh+ycial0RQ8ln/r7HatFcJ/DpR44nq8ujTXhQdQ0/NgE8c74YGDhL3q8aP+KZM91V2+aFg7VPnLb4sjE4dxaOCVE53y+p+mfR/kkodtsCcpO4I1sVGpUY4qbZOevy5ExOTnLHHXcs+Gx8fJzdu3cPPv+VX/kVPvrRj3Lrrbdy66238tGPfpSxsTH+8T/+x4N9/sk/+Sdcf/31fOxjHwPgQx/6EK95zWu49dZbmZmZ4bd+67d4+OGH+Z3f+Z1131CoakJZLahfdbkhYp6hwvnB78Bg8iucIx95b2Rkm9HPBsaKqhk2sZcIxX3jU7T2G+9mA10GjZE3nuugE9YaOF+FNEkJVVSsKpGJDYKQjXi96hipEXIxY87FkrYXnB8WEWwY+x946P18PFuYXfWVeAcfqN/Pva9an+rpRqc6LoXcOz7yztv4Z68/xKcfOTrQ9/jp2w9weHyWnET29muQN18FjdBjo1nTeGZU1dy9OLzL0Ggu96AXZiSMsmcaET6nkjw7ikiGdzlOqyQYOJbCcwyqGGsiDI/SaRsIkvR14qAg5zBYNCQUD6jKI2EX70zPpo71IKS20HOkI2Gqpfu4G4TkUo0sbe44oDEioYv2T9o1ibd6QyqIHwPfIsa+VfHOd1imYNOGje4T0MgfSKw5NVuuzVs4X5s3DAHXsnNIvug2Rnl1gJYm56CBBx47hRMl6PLvthP49DeOG2dtkzwNOvhjk50dIhZnXgGjjyxiY1PhQEOf473ImXKOIs5xMD9HPrYbWnu3DZzLgGEK+eacf8PJA//yX/5Lut0u733vewdigJ///OcXaOQ8/fTTydVtOHv2LL/0S7/EsWPHmJ6e5u677+bLX/4yP/7jP77u84tzlqZ2hbHSoDMa9lodapNP96gZNtk4FFM2ia5KZLx4+ERIUVUmc0/bW6hh2JLCfB3pBfMqtL0bEE57US2UYlfPeOZwzUp25HIbRv67H/zX3BxMJ+dJ3ccT8eCAc7AerKpWKhcjF78UhBt3jfH/etPNgI2tc3UkF4eUXTNGFxk5K5JHB16EhV44C63U5qGhScE248Sp8UkagvNaF0VBa1tF2fSLJ0PEo1LgNEKYJUgL5wpyVwwMrIYuvBguZUiNGjWiOugnjcBgnlL+q1gSY8C7jDxxlSx7yvaW5JlSrUwvRgPqMiPvNgT3dDYvHi/ZwHODKhK7+OosXjJUA5UqIRsnpsrekjyhPvRwcR7RaB6t+jzUMzQaNgDicgvnhRKq80jss7uYQ3V8xTaOquzJzyGzSedLMoQA9Xx6Ug7NdpiqsW83LlogQ70Vnzw5v3qYTkQ4dr6kjMYHbHg7V8rWaDS7enWk8JK8mptIspflG0sTHaCMcdCDMlFa2uVUP3CmDxNunt35GTrtHUixZ9vAWQKDhU7yJF8MFqaQb+TVrQ2XpHh8NaFRPD7+9BNMTU0OCnReW1CIAcrjtppsHWCQEXOFB5IhMTX9nnhEDV/A0ox1EFornFCrDfgtD64pXujHWEyI3hDV04Slyi4MUh0vE1kzqHK+CnSkpCiPIcVuyKeXvZ6m7e595S7u+5lD5C5VlM53oNk4qmbsqEaqWKEazYOTDB1NXBaDDD5bD2yqdSNeRsFrhDBHLbl5HyQJ+Kkue3wzNLxlL6XSDv3YZ662yaTlrE8UvoWXLJGSy+RFMiK0w+6tjiURRTTgw7yFmVDUFQge8R00tYOq1csKWhPrGSRY2EbCPNFPoH7MOEZNBWpzjdqdD0a4hoxdkDuHaLAaVCjEEmmEybRGQxf6z/P0sSd58x/vWtGoFOCvfvl6Du3IGykiRJyFEjWiWqUsSFKBR7foeMrvfuU4v/XV+VU9Oe9//W7e/eOTkE/js3Fy75OK+8oLrY2AqnJyvuS5810yB7vHWuwda+PXm5156ReSwpAlmk0veZ1RYb42BWvvrO6Zi13QyGwV8eVJWq7CtXYj+S6ujbpgVxiN7EaYT7IhF1ccNlYWHnZ5vmwfnZmZYfe+668uxeOrFaGuCVV9jRg5zQCcOlM9Zx1KKxMIk2zTXrzFZ5UUnjJehZKJG2QjNShkZE/XToKB3QtCbBupemrhpJfwnjfcsGGG02ow/4LQrSuyWOPDPPhxEM99n/0ORx48vjR59OHToDUfeeuEEcljCfU4VT4N+ERMF3ySAKhjPfCuDbEeP87wiqXZc1G9KQEk9oni0YFS1NJoincOOULmlaljpIpC4RaFtkRweArfoo6BOlaUoTRDyXlI3JUAiGuTE6lxBDdGRiDTPqjYO1GdsRCX5Ml+sQKZMd9NzMZZPrMwhcxwFqpLRprpPRXDXrk4Iy4Hsmlu2Nvl3le0OfKN80u2umDG9OGDt7DwKY1uo+lZzyQl5LQ+1kYZGd724sj9/33ld10Vfv6OaSbiSWLvFLWfoCwOoH7c+IRp0ZHJ2g2exYuZ1ZB5IUtcw1Z28cvyy50mH1I4NfcpBzD0EwWgZCKch6KFFAeSSOa2B2dZSGah3NhN4rDrf+ahrKysg/fIJtSO3HJGTtYqyForlwHYXCTDRit76UIvGTZqnch1INudOAJX38pCkiHjV720zCz/2GU9BMGLxZWUixdMWqBPh3ndRbs6S66Bp863BwbOUlDgyDdmeM8bb+Hwzg4a5qF3nMyPUTtPrWGgI1PF0vgpG9B0LnkVRo0jTYJ7IjlOu4iWRFl5YWC0Z0cUHSH9BoJa1l7uhkEuM4RM6VgwGYVmLqnV3NfAUEfHZajbQVafJwsz1v+1GoQa1E9APYurZ9FiByHbMSRSL9MXm0COdxmZ5DQChYM2SMajLEHeF7D+29rLfT+zE/ypFb2FK0ssiIWpfNs4RDEQNFoAMYXoDu88zf98p+dPH51f2phKodcb9h+CuA8fZnG9o2Td71tbtPYQpEOZeHOFW5r7NwpVpQyRMkTGi2xNoa/JIueGKUc7c/iUBdoIcDb7rnTOy1Xwtkl6MD63hdVyAdHawsnlGahnwLWR9j7jY7HtvVkRTdu4YujRySZYL2XC5RniV5aRuZzYckaOpZAXV5R4vGaMat30T1onGgj4JTf7OlPCryoMPA5N1kjFQHxvC0HEUupdltNlBzEbg3CWzzy8Nt2eBx47w/veMGkDRjaHq86S5dNEP85QFXTjDMMBSffCGzHvjWT42CfKyu5oERmUgFCN1E2JBhmq+kpDRtYaIqmMQpPJZ+9kjJFaqwXHVszQIZ9Kx/GmZyIO1M5bx4oY5pB6Fl+dRl2bkE2aV2fxtWKChZbt5gZcImsP5VyvouUdnXyplWUi4asZmVnm+cg7bht6C8/32dvu8vaXtjl8/W2pPRqDqWmJJY6qZmbWCr04LHLqylO40OVDP3szPj+3ssqsCPgC3C4km8RV53D9Y9A9D53rCW6cvuZ0A7SSivvo5NJwoawd4Phsj5l+xYt2TjCWL0ycuLBRzf/Xzk2xqooxcX+HHLPMObIVjtEYOEt6Oi8yTV7VtL+sbA+gJTmBggjledMVAwv/59Ob6iG/JiFiXs8we1GjksaIxoi5R688tpyRk3faq4oBbgo0JrLjeZv8fcdSFq/VF06jueAXi7YNwm+JqObabDUjB2wQD9Hqc3nfgbzNqfIcIrOrkkdPzpaJFOssLFmdxpfP4wvATYOQBPOaVPBLxSpDU8oecrFPXMaDKIkiHGI90J0Z/XYxs8+yr5rMJ21yrVLY04p0jh4jJj6SlWPIcDjqJCCYiWVlqUQjFLs2Enpk5SmESJ3vvtATI2Lif4OyDiME76icmOuxq1PQzv2FvVMVytPQO2Ztl8KHC7yFvaNoeQZtuFJNv3dLGwpGhIV+jIQo5M7I/VTnof8k0t5N1tnNR96xfw2h1+S9ksL0n/JpG1fCHL6aoZ1N0nNTdIMJihZu4fXUUelWgSpG5utANyjHzne5bqpDZ6UQVDImLNtSByVzGiM3xEivDomTJSmkPTzv5Sh4q0n7poxKyzkK6Q8LDJenrKRJNm2ZqRfJKdmGtZl1cR3hu60NI0oJmzITbDkjpy5LQr/E51fJramCljZohj7kk6bgu4pC8VWLARmtZ/EHt2hQFGHojfKwKINoq0AV+sHeWi+AOPZMjq2qBdHo9gDWLpJBscf6Q3kK1ZqYTRHUMo+cNOnclynkJxApwAku9lFyy2xaBNO1CTRVtgefpywWTXrUDc9HG8+LBkS8GSqpeKtLnJwYh+Eqa5uAINR2wkEavdk6Qz4R4lDfIRQ78dVpvCoxn04k4tSu2oTMlvAqCKZ0nmVLDroa+zD/NOrbSPugpZ8vR/cZVW5O3owLjjcwDkxnqZUJXqKJe3afgc5BE6FLC571hV7FjLB8F2RTSJjH1bN06mep/ST92EGywvhejecoeYjO9SpA2DPWYrqVkblGDXw0rNkkGthnQZXCiRG30/kl8caypA9mIqJKRRxohzmBzzx64pIK3jZeKFUlRiWESKnRvEsOMk2ZjjGVvHE5dG60DNXNSOvZSpDMPKaxl+p5rX1XlznUXZni1kvhKrEENg7eZcglEOI2FCkLgN5zNom1DyaVYq7hib82no0480at1NvXafFfa7ABfTi1Xbxuj1iRRldA7zgSeuTFHsQb58TSuptCl/ZnHcsNMnxSCEdyvPYsRLPMhBCaQqyL0JQ7WVynrdHMaXhGxgMyn07hWgQJVKG/wNBptH0aRJQYlyiAKg7NJgmuhS9PIv1jxGwnMZtI+8VkJHlYZOg4EfaNt2gvN07UM+YFmHyZcYFYyOVZ2HJplStDDtDi8FA/idB1vEs6Uwq9E9B9ykoItA5yadk9DS/Jin1KNgmhR16egnieUHmiK8AVqNjfrdyxSyyjrhFBrdW8XE4slNVEf4Jq0sUSMgf5Emnjze+eZPQb3Zo6BnohkDnh+dn+mjSHlit4q5ixGGPEqVJ4ocgcaEDC3LD+F2KaN/kOtuoi68ojkeouwrMcyppYB9wyi4rLjS1n5Fy2Fe+6LiLFqGPfXN5SmLv0Wg1NNRh4cFIl8hdYVsICPgOpCKmSJvhL0O0ZEPzaSGsvUj4P/WMWhsim8OIHIngjV0O11OR/kZCGI7PeFa9YuZOgVubEs7CLK0odSqIzBefM5Sm7KZkO4pLcSRPWsqyvpX0iQ3jxZJKhrgDfQfsnEk8nQ10bRKzQZ4TMFQuMFCfCRCo7PiRI280Yh6eAbJxGFHHVN3YJwm5DhK2iTcytZOCI1hbq6j4DYzcirQOXaOAsvI7BffgOdK6jCD1UKzT0iXEO1fNEFaJCO+kQNUkEEXuOIbWWLRg75H4Mn7wxq4nkLy7DkjuPEwsp7RjLWU2xJKqye0TJPChWE41UMgeloE8mZZp0K6vgXp02SzObTiVvrs7EjWsWg7Zc//yatQq0iIjbnPliyxk5cf44sSXQyjdxEo5QnbOXL5uAfOe1b+CAGTlEcC+ctMsmDq0MjZqB90aEMb8w06wRNFyRPLocGiJ6+6CtSsvT5npv7U2hnnRNqmQuM9G+NZRAWB0RF2uCa6GrTGIXXDJWysGJo46RpZwjkUiMJYIQo8N5h6hxfHKXD3hHCuk4FfUSas4NGoOv0mpAMKa1D9UK3z9OKPaifsyyzzXiVyEDDNLq03HVd6DYg/i2Fem8CJTJuLGyKc7SumPfCkCWJ5HxW5JMxGV6j0QAD9k4oopkitOIam3vsTaZe03baPM/QaFbVXT7JXTPM9Fqkbd3pHTr9RnBIlZ32nnPPXfu5Xe++PSK26vCPbfvpAolVdSBFyl3VnDEU1ttMFdAqKB3HOp5WxC09w29y9f6WHtVInkhV12CLETdK9EYrQr5dgr5pSNrZ+RyBioZqUOygR1eNQ0Qta0icEmNOPFPNJpxU542l2k2tcUMAhn52dpQVarEpwjR9IG8iAmMjaQdj7bEJev2iIC0IM+tr1UzkPWMVzDYREAduSsoQ39FbZt1Y52TgyoEPE6Eti9wlBdUEDftn8xSe7VGooxkXfn0txsKJ0o0j8cKaEpCCM5S0lFisRdXncWXp4gtj/oObqTO1tK3KyMGpIx+Ye9tYwCss78bORdTDicZON0fGhF2/OYrWwQyeWwQh6wy5AtQ1oGT8/PM9HMy2lzn+7T6z5uHrNhpBV/Xce0igmjglqk+9941xpFHlkmTB/7hXR0O5c9QzVouTsc1dfzS5KrBiMUut7HWFdA+ANmkZahqbWOxXoN8x6sdroCqD6626MQa4YssyVVszvPYckZOFSapgqdVn7fVcDY14kVxC15448x0jaS2Wqyx2S8VPrQXCQaVcH3bXKSha3oCW9LAccmQD1vsvi5EVKUXrIq8l0Z7JOm9rOFlvXTdHrHVqZZQnrSwjGSDc9sK2QpSrha2aiaU5a/aoeJxWptXpenra0StwkQmphosDp9CRcM7sYypJoQUNODUDTwybp19ySHEkarpdRwSkmM+jWjAlachnyIn9dV8xwocskX8kpFp9WKN+cI5eum6JPZh/gmbnMduXNXAaVLNjdpy5co2NCi84+DEGDs7dv1jmYBU5p3uHUXFI4PSJCl1xvxwlt7uO8PECrDvy5MQZrnvLbvB5Rx5+FzydA75P/e+YpL73roPn2VD6vuCKMmIoaPBvOR+Io3ldaq9piP7ZYvG/tEDbmPdSOPPeikhMUSI0RZum4AtZ+TknTbZ5BR4hf4JIxEO6tPokPTWZImIM7Xa1dzSTR6cazKG8uS9SVXCQ9dIb5IPC2lulZWEjgwuVwPn6TKjGb77MZqy64hs/RVbjYgAmWXN9I4aEba1j9FBWqTRoWGk4OWFz2ctVxxdgYSAi2VKI1/rZTo8ggs9js/O0mlPMNnKBtwasHBVFUu8ZJYazzDTx5DCgTGkuWxlTk5TemKp3wVHle+gqM6RVecs5BT7Vo+qc9BWoKs9w+SlM5FALrwSHRlHVkBQC7e4/nGkfxImX7YmD858FTjXKxkrMqZay0vhXxaoIlrTpkdbz6MakGRDS8Obqk6bwZbvGIbiG2NHK/M+Lja8swlo3UzuW3zk54X3vLHHp79xnJOzffZO5Nxz1z5u2DW2zEUtbv8AYRayHcPvBlpJjdEVk+Ezz2BRi0vjdvLubxs9VwY6nEI2A1vOyKn7JXWvxE+OmzclzA+t/QZJZRQkSVWvxcoffUKLtnO5GUqDoXmrxYSTx0uDrdIWS+BvNaTJCU2FS7mCxs0oRGxFnO9AytNo1re05lGCqVjYqkmxrlOBz9H+agbHCqNMSrkOvk1ezxl5V/2aJgERwWlkpj9PXzPGnRIWCf2BZUmZhydYVXCNiHiihnS95pVp+DkrnTWM8JAsVb0e7OeToKa29lkYymVoPYv0nkNnfwCtfUg+OejDz5zpWVhxrmLPeG7lBXYkL22TXjSaMg9mhMVgXBdY0uDxYvXc+iHi6nlL4fZrI8NWMXK2XxEUJopsxXDbJaO5dk1Zk/U8Us9inX8sZfgNIYxBvsvqi/k2zQLS9IIaXZyl+tqIFx04vGuM97/ppoWbrPk+0yIz9lLJmMXfpQWsprpkpPFeY1Jgh4HwalPiY9GYfbnLTryQ4DIT9Nwse3LLzVYuy4caOaPFLUe5OeJZv/riSk9odaNmtMAlNGtXSdWEr3KDKPaTFysRD6/2690AOJqQVWQi2+TQXDYO1TmkPmdh0RFIsyJV+02XXTKtsoxKLv3gClzsEl0b1WzZbi9pQsvEU0hNLY5WkYo1arxwv5TFlKXinsOwm9VAq2NY2RBb6dIZraMmeLEJNTpvobB8kuhehCtPIvM/QMZupKTNff/nMxx56OTC8gJ//RT33r2b+94Iedazvt+0j0bzZqgiRLuH2GWpRvJAB+hpJMYqGctre2/G84zrJ8fIvRsY2RuOgfr6vBF366QK7FrQ2p080fmSocuBF625NmVJQ2FlXMqkl4wc7bO8ON2op8bZXDB4N6KFthpeZcODI6OKOlBlvtkd5UY5wVd1H/f/1cHLVvB3qyOUNRoD+XYK+QZBRxz2qXbOFT19ugb7t2k6WLqx6Yk0Kx2r9+LIvaO1xDuzWSStC6DReCGSJ6/X1keTETKRO/pBqRXyzXocTZaMa0Gq0r0sS0NMTbgh5YIZQWuPoQvRtXCq+NgHnxFxKaF74TG8eHKXEUMX0chkZwIXoIo1zsNiur8gRI1EDZZGTuIXKTjJ8AJB63WbOIKQOY/qsBxK412pY41vVJfFkWcTSJhD/Tj3fe5pjjx0cpBNtLC8wCmoW3zk7TthUD9sKIIoIuAcS/O9h8dxYplnEbcuf33uHdOXYyIdSFtUZtRU5xJRN4dilxk2rsVqfLsLxRWX1hG6rHAZ1L00Nq2RBDsw2Bz4ZPRosGPEHkjOfZ99ir948Hv8Yf4J3uQfGez6xXAXH3jo/cD6y0680JG1c9B8O4V8oxBjINbJnR1LFtSD2kDoiDGlNJ6aiGogRissWMeAU0sj9Q5yTBwfFBGlVqGsHT2XI7FGBfrRk/mMTuZwXCi6dcXREEi3eohqEUSMaAxWxHCxRP0VvhrUt6l6z1NXFWPFhYU0m2vLXI6kNGzTalmmbtWypxIibaAii30yKQiuoBohEnvJyMRTlbMcm52nrx3Gi8BE2+oyEaCTFvZ29Va93DtPHStCjDg/NNacOALD6urN5+shOC5+NgHTkY9J5yZ3GRIsvPH0OeHIgyeWPboCRx7t8543OA7tHQNiItouOKP95TrLEruVJDuQ7UDDDLIh6f7LXXTDm6sXhs+0tnGwIevGnvEHXcvKyvhO4iNeQ9lIIqCJmnwpbSpi84N2QGuePjXDkQeP8Yf5J3i9e2zBpq93j/Hx7BO8+8F/va6yE9sYTSEf204h3whkRT6sQu4Kc8fGXlqhXHoDm6R4IA5q+DSS50ouihdHkdzfLd9OA0jjSIfBylAcmda4UFLHnulouIwQ+vSqCqHNWHYVPJ4mi0xri3FfKwPhBsDUYO35VtEUVjfpSlIF64DGCli6WriFrtQ4L+KImmr4rPt0QiSnIpDHnqV/Jz0bJ47c5YhGemXJuSqjVGWuLk012V34mnnxg5Tx3BXEEW+URYEsdJs12WMqyatzqUzFRkTO4epzSJiHzvV85utrLC/wjeO89w15GkP6I8aDmhekCR2mjDRdvChR0+lRP21p1w1heaPfIVVUK9PfqRKfpoGILVCacL1rW8r1qPfjBfROXwh7ZyDjM988z83u6AIPToNMIm/yj3BzOMoD3zjO+954A0Pu0QgRfRA+cwzIzvCCbmNfFLCdQr5xqLp9qryHzyfs5fZjFncN86lAW1MVezRmuzQWk8/efudeDk6KDXjJxS5A5kHEVqqyamx6yHMQ8pQuGWkc/OOupqh79Os5+tqiyFoL0oavKFJIDVckr1jOUhWftzIc0PJuhV5yhRArqgCzZaDT0hV5XE4cGRkqcUEq97qQQkkNoddSwK0PSlr1j7VydtY1XWnRqwNzlTJVWJp9VJMVdI1QoAZQxbvM5gSJkEJMIo2Ojp0rsBEGTkpNV5DQNe2q1l5wbU7OlqxeXkA5OXMO5gMUOxgmJzR8lCQcaL+gMQxCi6Pvae6E0jmC1mRhzmQBNqo3NdcfeyaKp33LwFuQKeostDOYcNfDm7lKsYbMtvXBBvKTcxU3yokVt7xRTnBydt70joYDuRFrIb03jdHTkOVGQ5VraXsZ/rgCxPPM2S4PPPL8phGhB3PhzHn2TLR5xyuu4/CuVcr6JGiorVzIJtWT3HJGTt5ukXfSSrdJw5XMDJ1Y2UAgaeLGs5R3pwpxQD5bQEr8qyd51yt38xs/c5iiPcZCDw0j51wjRmPEzUdk5Pk43teEep6qrvG+bZPDZiD2rN3Erxqr35IQIdvstHmt0f7zdGWCimw4fi4JK4TnMB2aizZySJXQnUnx23GEZ0/3+exjpzg1W7F7LPKWl+1m786Cbh2Y61fMljXdyooy5pnSzkApbcgWRwyWQeUTKdiJQxJZOKhSxeoCMcG1wY4hKbvGITjnaTRaXD0LY4cA2DNSNmA5RBX27NiHTN5gYp+LG7x3DK3OMUh3d/6CbUTMyKkQYqhNt2tD+1K0Kubl84groP2iF06lba2MbbaBi649EwVf1cV15RbiSd3HKyY6I0Uqm7Ye/XvEqLmo3Olm30BVznLfXxzlyIMnLpiLjAj9YvLLGAJadi784rNrJmJrYgZuFrackVOXJXW3xDfCQ80LnwrTWVy6HLqfm5TokYGheahLkRL/7OFTeIGP/vztbNiKbBSJxOdcjuQT1NU8ZdXFZx1yf5nTSS9ARGIP9eMMMy1eWLBxbLPvW4mhIsgUk0VhGUxrgBPBSz58BVL2VdSwoCjmqKbN8DPrg5nYAFVqxoc+9/0LylX81peO86679/Fvf+YmJnMPeFSVXh0pg5I5IXfJha868NLEGLAq647MZak+l8M7D1EXXN/a7tXhJUsBKkUGejwCLkN8hiYP1JoLqb7i4AKl6YUN5ICIxhoVh8hCD85gMzGFbCcNyVUvbthosqEU+zsVo9QwD/kU0trHC4o31wiSXmTZjaVg/eIgXwx38Xr3GJkM+2Ctjq/EO3giHuQdrziwShKGLPnPdUOV+/7iBxx5cBmC/IPHgMBH3n7TyPlSJtlSHKvFWXFrwEpzoZ1/dSK2887iv5s0jG65t8JlOb5Y4baa4pLEZOx0beBwOSoZT5/pDx7qUlDgTx46xT9/Y5fDO5cTr7p0WFjAkxfjuNCnX88RYpt2ZtoPzYp1oyfhBSG6cc87Xz7Oob1TV8FE/0KGw+VjTGlFXvi1aXgIeDzeX+hhqGNFHSsLEyWBPhMTrAexc40V1BVV0pT6tf/6FH/68KmlDf+HTgCRX3vbjYPPMicoC8N8o4aUlyxp2pjXqfFAZWREiay32nHUQDUihhgI+OQpyn0L0Uk0eSIHhVSXec8FuPfuXRze2VolNGI8HDQSQ8S5zEQOF4XBYzrL+tbbpjehsQ/lKaSeGYZABFQy8ya0rzND7IXoZd1gNP3iAw+9n49nC7OrvhLv4AP1+7n3VUsU2L1MePpMd2DgLAUFjjz4PO953UHrq2Bed0oWeo9SxKB5pwZ9JRGvBxSLZlv7/unT3VXnwiMPHltExL4wLBfKCg3RUsivPO946xk5xJiIjCtAxPgAro2ROCMaK3pVlz976LlBWHU5OIEHHnn+EmX714DEf/C+TRuhX/fo9vsggifaCtgXVkTwEo2QUbfkAn2Iv97Wh9h0iEeKHfi5o/z6Z86t4LoePqOBfk76rYGq4sWjLmUepZCpS4NgSKrD4nJ8VuAQnjo9NzBwloICf/bQSf7X1+7nUBpsRRabViO3kwbRSMQxqrskyRC6uL48yuNRIrVGmgIBzTeNgZg54faDYzx2dD6V6hgpL/CqA3zoLTuQ0F2eG6R1khqokmyEaa+oZMbLG13Mh7550dwY0ijxLn8TDLKk6lnjErkWdA4v9NSMkIk3LevvIjwDG4fIeovJrgVNAd13P/ivuTnYOPik7uOJOBwHrxQ+8+jzayPIP3Zu0Vy0KES2XMhMFViiHIbaC/GZR4+vkaB/jPe98fDIeRrelxlMWdvCw9sp5BuEqJEY44IU74Xfp+J5aVCzJGFHrQUVGae6gkuu+OUgIpycXble0MbBBjHv27RdQa1NZkqkrPtk1RzeZzjfoiEFX8ygd99nv7utD3G1QgRxbT70l+c58sjcyq7jd9ggvLD3LlzViThyKYgaCKFPDDXeGb/BZ+OIeKusnjRnPvfY6VUHOxH4L4+d5pd+8uBabocsFexshkKwMFoV60viES1xNlQDVa3c95nvX2AgArzswBh3HZpm/2TBPXfu4/DONq5sVtDNu9SIAI4Sd3UQXh6sjmPvAq+Kr08jBMQXQ3HBla64noXqNBprpLUbsp3pnCMhRi1XpnqIZ00lLC4JzfVscBHktZw31qk+1sZiqQK7r1xPgd0NxNoI8sLJuWrRc170LFZ8NCNZdqpY9q/9nJztre38s12TJVhwsmYfR92t0SjkE94MnStsFG85IyfLc7IiJwLnq5gyNmTQrg4Zuo9FcInf4IF2nnFgsrUGUqKyZ2LtVVg3BGIVm5uzqjpc4S2VPfSpyzmyfAzn1n9djVtyWx/i6sXTZ+qBgbMUGtfxP/uJnVy/o5UiG0aCdIkMqQjOFTifoxqJoQcxkDmP84UVXpSGJDiUdzs5V6062DkRTs2tzThp3i/vMiS9m8YV0kREzolJnkEHb+uFY/XaHAkKseS+vzjGkceqJQ3Ebx6d5/aDU7z3DTeSYkRWENW1ePqc8sAjxzk5W7J7POMdd+7jht0TSJOl6Ra9D0tMvLV608vyY6n8ywpXG0s0zCOuBe1DCyQo1oxGGyfLWG+QbH0YmqhXHJf5tJdeYPfSsTaC/AbORU2iDuaJ3DPRXuP5l+nXGkArvA9WFF77WKmN9apjXxq2XPyh6vWpun0cQhkjubMK0mCVgccyx1Tumco9E5mj7R0d7xjLPLkT3nHXflaLdqnCO+5amYV/uWF8ChNZy/Jx1LUpqx4xlst0zERcHPwMXZifefTEQB9ilGwHI/oQ7igPPLJyeuU2Nh42HyuffvTEqmOCCHz6sVlqGYNsHPFjOD9O9GNINg6uoKz79MtZ+uUsMUayfMKEBjVShj79ukc/9M3ISP1orYPt7vHl10yqnvkuzMxGZuYis71AHYcCgGBp5KapY7o6WROeUc/52Ui3B5pSdVUd813h/Jxana0VGuXp2c7AwFny2jAD8ZkzqUSDOKqg/OpnfsBPffzr/PYXn+ZTf3ecT3zph7z5tx/k3z7wHapRt5bIyI+74EdQExMc+V6TKamM7KM10nsOVNH29ZZu7scsOWLNP+2UOdpk+VxGyMJ6VFcOVmhTdHWv2LWMe+7ctzlzUerL99x1cG3nf8X+Jfu91XTsEGkRo0sh3Z6l32u5bt7dxeKSjJyPfexjiAi/8iu/MvhMVbnvvvu47rrr6HQ6vOlNb+Kb3/zmqsf60z/9U17+8pfTarV4+ctfzp//+Z9f1DX5TgvttJgPAS9CyzvGM8d07ul4h3eStDuWjmU35LPlJhQRrij5bDWIWPihyNv4rE1ddQn1vBXMS/WCYuhTV3PUdZe66lJX89TVLKGaR0Of58/31qgPcaVCdNtowiMhKr2oHJ8tV82scyKc7QbaWUbuMjJnpOJ+rQR1ZL5FUUyQ5+MUxSR5PkETDhVxyQw2bZ1+6FPHiqiRt9+xd02D3c/dsWvZ77s9+P/95cM88H89zOe/8k0+89cP88RzZ5jvK6fP9zl5rstst6ZXKWfm+syXgTLCXFeZ78H/9bVv842/f45e3zEzGzh5ts9/f/B7fOl/fIeycszNR87OVMx3lRgz5ntwfi4y1418+tGzqxqITowDISlEd99//eGCsg91VIIODaL7Pn985QOOtEvAo0tkusS6GnqUYmXV5jUi7etMPHAbK2DrJ0Js9ly06vlZy/nFMg9dkQz28VSipjRjJ468A5cJFx2u+vrXv87v//7vc9dddy34/D/+x//Ib/7mb/LJT36S2267jQ9/+MO85S1v4fHHH2dycnLJY33ta1/jH/2jf8S/+3f/jn/wD/4Bf/7nf869997LV77yFV796lev67pm+pGY1WSdnDHvLAV2nW6xhly2OF1WFe69+8qSz9YCo08IuS8IIlR1l7qcNYIpkSoqgYzMeRuwNVLFSK49Cu0z3Y58bU36EFc4RPcCRohQaaSO4J1wYB2u66a/qyrzdeCps/Psm2ixZ6xlKdoJxlvTwYrKeCrpOyJlLMlQDu9q8wuvOsCfrJCN9K67dw9Ix0uhqiNPPXuC/Xt3Mi6O7z99lMMH9nDi1AzffeooAJ12wUtuOsR3nnyWl950Hft27+QL//2b3Hnbi5g532VybIxHv/Mc333qOVp5ztNHn+fA7h08c/QcD33r++R5RuYdL3/xjTz6nSc5d36Ol958iOfOzA8zk5aBiHDyvBWqfPpMzZGHTq/s+Xl4hvf86C4OTyx7yJGDLxE2EsF5SxjQWEL3h2bgdA5vjNbN1rcBXhDY7LloxfOvkYgtTQo5JL5abrXDYg/CLCBJQ+ry4KKMnNnZWX7xF3+RP/iDP+DDH/7w4HNV5f777+dXf/VXede73gXAH/3RH7F//37+03/6T/zyL//ykse7//77ectb3sIHP/hBAD74wQ/ypS99ifvvv58//uM/Xte1tTPHVMuT5d7ocBcxWCxFPtu7SeSz9cCUY3PIPHWsqbXGuYLC24pepAl/QFBFgoUR7nnFJL/7306sqg9xz52bG6Lb6tCUWRMUymgk15a3SvXvuGs/H//rp1bdf7Hr2juhnXvmysBEEehkC/VcLP/BmbrMBe5jtVRzhF/7uZuIWvOng6rdw2ykd71yF//mpw/jBiEYBn8uvD4lhJAKiConTp/j+dPn2LNzmpsOH+BrD36bOkSOnjjN3p1TtFsdnvzhcW46fABFme32ePbEKaYnx3nZLYc5OzNHCJGHv/0DHv3Ok7zkpkOcnZljvNOxY+ya4qbrd7Hr+eVDVQ2iKrvHHFTn+cwjM2vLKvl2j/ddH1iKeDtahyunZ0zA9PJpDKhGs2NCH+mfMPd9MnAG2VoDLuG2xXIhUptcjjIZVxE2ey664Pzne+wdh3vu3M/h3dNravu6X1LOzFFMTZCPtanmjdCcd1pU3V4i41++Z3hRRs773vc+3va2t/HmN795gZHzxBNPcOzYMd761rcOPmu1WrzxjW/kq1/96rJGzte+9jX+t//tf1vw2U//9E9z//33L3sN/X6ffn8Yk52ZmQEgjwEXI34DOv7VQD5bL8zQcXhXMMqcH53YVMCrIGpEs1v2jK+sD1G9n39w9wGu37ntQr+8UKoI/cQlK1yTuTOi7fLQsSW9uyK2sls88LW944bpMVQhX1R7K+pI2QdtdEkXH9wMncxl/MY9L+b/+doDfO6xU5yaLdk77nj77VMc3tnBieJEUfEEPLXWg5IQzfWNj7VptwrG2m3GO20y79k5Pcn5uXmePXaSLHMc2L2DXq/k29//IcdOngWB3Hs67RYT4x2cE87Pdnn2+Cmqumbn1AR7d0+za3qS6ckx9u2e5ubDBzh+6iw3Xr+HXTta/Pzd+/mDr60cjlWFn7/dSsCcnO02nO1lIZII2f2j4MdQ3waVBZ4xRYk4XJiDfJJIZoV4Y7Bt6nNIddp4NJ0bjVMDRnzWkFSUtxxtcoPQZMet7KHbKtjsuag5v9RnTWV6MeF+BYjz+FaBSwssnzfEY4crxoEx6F8+ftW6jZxPfepTPPjgg3z961+/4LtjxyyNdf/+/Qs+379/P089tfwq9NixY0vu0xxvKXzsYx/jQx/60AWfa0ohfyFjNe/VYHGYBnIRWVEf4hdedYD/z0/fTBUVywBc+fhNpowk7tM21gbFDJyiMXAWtd2FruMRbZe7D/Brb7uFOtbGN2NYNX25wqJRI3WsgIbbJWYBX5CAbts58Rze1eGX33BoQGt1Sd1LxIFWSOyBtFLWlBt4hzptzxt//OXMzpdk3nHjdXdw6MBO6hj54dFT9PoVt9zwEq7bt4sXHdrNEz88wVi7xU2H9nDowA7GxzLGxwpaHp45eopaHT9x923JsJliz85x5nt9pibG2LOzw4/deTNTE22cU67flfMPX7WP/2OZyuMC/KO7xji8cwyNJXvG3ao0gajKng5o/6Q9CD+OFrtRyVMRVYjq6KuQR8jzKRBv7SGChDkzkNr70GIvmiQRaZLYmoKaL4AJ/OKx3TZXHMpILbS1w7cKfFEgzpG1h4vlrJ1C3OXl43uuy8h55pln+MAHPsDnP/952u3lV/WLB2ddQwXS9e7zwQ9+kH/xL/7F4PeZmRkOHz48SCHfxvqwkj7EoR3tgYfByyABELhwsRsV6mhpv61Nq9p97cDqQll4ylKord7RUn1/wTP6xnFOzpxj77jjnlfexKFd40QNlMn1m7sCz9KlBhpY7ahG7XjlhYGiS+rXqCo0oVAVfIyo1ERxWLkI825kPnDnbfsAofAtMudBIlWs2DG5D9XGgA60W2327b4Bl7RsnIPdEwUQEeeZnjpAU6JBAOciL71llxUDdxbeu+XQNCpq4nvAB3/a6lb9HwOdnBED8Y6M+36qzdPnIg88Ns8TZ3TFUJXdt3DP3TcSWhlowFFB7xjiclTaIAWVG0e1JNM+4nenFH0llmfod0+Rj91I1tppBuHImyTb6sXb2ELwRW58s01a8K7LyPm7v/s7Tpw4wY/8yI8MPgsh8OUvf5lPfOITPP7444B5Zg4eHIqCnThx4gJPzSgOHDhwgddmtX1arRat1oVEx6rXpyr61rDbWDeWc4vmzgbhflBEhlqjQYfEZyGawKJY2v62ibMyzMBR5msTpxzzLmX9rbzf4Z0d3vemF0F9HvonoeWGU6RCJFCGPoUv8GTLDi5WKyojhospiDmEiBBiTSSYkGCYJUqL6PJBKQURxXvrG+alIgluKs4NmTy2LWSekc8UzYrm9kaKRQz3cULi9ire5TjnqGM9kKvLvOfD99zKe193kAce/A4n+x32TI5xz537ONDp8euf+x5HHvvWwABa8X6Be28XDk85omSIb4Fvoy2HxC6uPA1hHledpYjzOF9AsRsHxN5xzpw/yfFwgIPtCXYNFItHeFKX8uLoBf/YxjY2FXW/JNY1rUmPXFbdpqWxLiPnp37qp3j00UcXfPbud7+bl770pfyrf/WvuPnmmzlw4ABf+MIXuPvuuwEoy5IvfelL/If/8B+WPe5P/MRP8IUvfGEBL+fzn/88r33ta9dzeQDknTZ559K5I4szWTZNOv2yQrCif3FV96OIkDuHk7Sqj0oA8+ykUIfgB5PEtomzMiykB92gZGKE+SZ9ec1INdg0zINvQkTGLresuhKc4HHJM+ouILJ6cYRLqFZu56kANa+QayFakYd5am2hvrNg1m4yumT4AatPyKu0yoJ31QyusIBf1EhGOA7v8LzvxzMYPwzZNAj86qef48hj5YhQ4IVn9240NLiL+143C4nYL5jomUqb6MZwnQnqWBPmniHvHzfV4v5xKx3TO8+c2894a4qx/DIN+Gtp0m1s4wohbxdozK+Nsg6Tk5PccccdCz4bHx9n9+7dg89/5Vd+hY9+9KPceuut3HrrrXz0ox9lbGyMf/yP//Fgn3/yT/4J119/PR/72McA+MAHPsAb3vAG/sN/+A+8853v5NOf/jR/+Zd/yVe+8pV131DdL6l7fXx+8WLOg0rNGq2+jngyyYbEzEGa7TCD4po0giQ3eXStQVZPDxcRssQZyBaFoq7J+98ANOVDguoCsntjrizVLKomx1hG60utzF0c+0IyyHdDddr+nU3gxJvejUaiRsrYH2RP5S5Pnp20uwioVQEP4VJKKdh7YNXNBaRN5iK+nie43IiKi7ZW1MjJS1Qb/+GZPv/lsdOcmqvZPZ7xc3fsWiE9XZEYkMQ/jUlob2HD2/scYo3E2rI5useQdm3p4isUIWyu956XT3LTnnHuuX0nh6cqmDs/EE1DK6j7iKvSGCHUdUUWZnHFLsh3oP3nIfZp+XH2j4/hiza524RqhdvYxiVAB4z8tRO+635FDIHCO8Rf5Z6cteBf/st/Sbfb5b3vfS9nzpzh1a9+NZ///OcXaOQ8/fTTuBGr7rWvfS2f+tSn+Lf/9t/yv//v/zu33HIL//k//+d1a+QA+Dy7pFCVGTjRtADA6mAJSW5eUvprHGw3nDyMqXJNTfZNIcF1Kk9eU/e4wWg8ME06flCljkoZwUtKnh6E7LiAQNxwcHrBUohbXgb6E+uGCORTiNZoddq8bdkkGTkh1lSxQjUSkiFRRRDnGoprOkQiKePQJQyO9cPil8G1cK5ENJgi8QWewiZlfWheVEH52H99mj976BQiDGrI/e6XjvKuu3fzwZ+54YIMMbuJpKaqitOAOjfg7CzYDEybo32diZLFmgcePblqurgXeNEO4b2vbgNdc+lgqeAiFUJt9xIrSrVqeO3yGSTOocUe08EpdqHZTnycx1dHQXpQ7GNzFIO3sY2LhU/vGmvutj7PcN5t2rwhuprC2DWCmZkZpqenOfbU95mamrrokJWpzNZJ9CgS1OpfeefTRNCogNh2oHjJyFxuhtA1ZACoRqSeMQVKf/Xq/1wNaIyTOhk1g+esindCNvLco5pKca3KRObIUziv0SfqB8uw6fhLzz5TVVQD/fmT1NV52sUYWXsnuA51rKhiuSAtPJMMJ1lS/fZJk0UpY39DC2MKkKnitKRGCdICEbxkFL4gxEAVqxQwNaPhNz73FH/20NLVzgUTHPy1ty2RRjtQMGxozjL0sgzuOyf3OdI7asTe1n4Qz4c+913++G+PUq8g6Zw5+F9eOc6vv2Xf8Jj941DsB1dYeQFxxGwnc3WgozP47tN21a5l5RmycQsjxhqpz6H1DOx8NaMLo6ZC+snZkj0TBe+4GC0UVVOTjV3IJlhQuXyroLnH0IV8at2ZPtu4SKhCOG99ynUuWEQsh7rXJ4ZA1mkvcG6MYmZmht37rufcuXNMTU1t5FVvvQKdMUZiuLQVqXfDwR+My9CkyoYYUEKqsWOVlL3z15yBA2bkoHF7HbkCVJVaTda/nybCthOyRJ51S3rvhMwpVVR6teIywWMeoH6IODGRv43iLZVRmImTzNaOseocO+tZirGDZH4MdblxcxJqtfCkE4eXgvnK+ngnW32iaNLCo65OVHbi8b7AaQupZ4gElCzdsxXJ9eLxYpo6T52eW9bAAVs4/tlDp/hfX3vgwtDVMP62xP7mp7JFSspjSl4fiOwez9emJD1mRlOjcSOpZIpqwMUalYwyBnz/KF7nLYyYTyf1YqDhIjnBaZ8YK1RrxBVUIXLfZ7/LkQePcbMz+Yav6j7u/6uDA1XZ3G9P5AuxTTy68kgVyl1rXex4jRENcbgYucLYckZOlucrhqtWIxQPMh1ULYUVM3C8eMsg0UDEwlkurRs1KuIdTq81Q2fbVb4cGq5NlTwyXoTxzIjXKV9oxffcsogYGDa5E+p0zNYGeHCGEArv2D3eYbLdpluNM1uepZg9wXhrjKywiXbU0IEkBBhLZsvIfKXsHcsoVhgNcpfjJTOez6Iwk13FQiHBqEpQy7YChyR9GOO0KbnLkjy8LUj+z8fOpDT0Fe5U4L88dppf+smDy280AvNaWRq9a1SJfQcpnyfGPriCt9+5Z21K0reWEEsLWQNoJEoL9ROoa1OFktg7RVsCOvESRIoFHobhoilAOGccuPlnYOIW7vvsd/mLB7/HH+YLhTi/GO7iAw+9H4CPvPMla7rnFxa2x64rCg1GcVhnhpTLM8T7TZNG2HLLg6rXp+4trZ7YZHZYGCosGJSXghNveiPJi+OdJ/f2e0qYTscLhHhpabibARGXVFW3MYqGd9MLFq7seEcreW8GmWRrHF9b3tLpjfNhBslGDs0Nd8U7Ryd37BwbY3rqAHnngHlcus+RYeGaCyeFyFQLdrYFWL7/OvHp58LhIpOczOV4lw08U048R8/V/H+//Cwf+tx3+Z3/9hw/PFuRuZzMZUnfxrhBXjzeZZyar9dUgPTU3NpDasataxIIUpg5m0BD34wuHDfsaPELr9q/7DMR4N472xyeDFCdN1pxvsNI+2EOJKckR/on6cSzuM51iGuBSzykphL54F2TFE7LkeoMT588zZEHj3F//gle7x5bcO7Xu8f4ePaJkQrp68UWNwK2+UxXFk39t3UaK6FfUXd76CaJ9G45T07RaVOMrcDH0Sa3I6KaDJW0yhwQMkffm4ZMPvKFF5+yQtxg4BdsULXX7trw6Fz9V7g5aIjBTqwsgnBxxOAmJXw5xeGNRJMaLoDzntxPoLGFdn+I9I+Tt/bjpCCMCv+JiTuOrZJYZ9EWNTHkRRlkzg29nDVGHv73//VJ/vSh5wdyAqrw2//tNL/wqv186O23DtpSxMJWMdTsGvNJN2d5RFV2j69jyJKmmGCFSI3zHawictv4HH6MGCO/9jMvApQ/GQgFDosQ/qO72tz30/sQnYfyLBq7SN2FMIuLfYIfg3KGrDwBnYNIPYO6NvgWF7AzNUJ1Fu09byviMMcDDz/Bze7oAg9Og0wib/KPcHM4ygOPnOAdd+27dM7OloFpS11Q3X0blxHNQmh9bZ61W6CFFercBGw5I6fql1TdPq3JJW5Nmgh9QyStIUJID69wRZKi14HfvNEijTEMav2IpFWoy3DiBivGKpZJT6bY1om5BtGEMstoJuzYJRg4VwUkQzrXQe95pH+cLN+B96bGq0rqs9WqWVVBAyA4dcQYaDRxPH7AcWkM/CY7ainNmT958DiCcN/bbyZqQARCend+7o5d/O6Xjq54Harwc3fsZF1FGQXQRlNYLXmgfQC6z0Kxw7IjJfCRn7uOf/7qSR547HlOzosVQbx9ihsnuqjPUbcPyaeQ6rylxNfexBi7T+Gi4qgtFBbmUfGpLy3y+MUS+icsG6t9A5QnODVbcqMcX/EWbpQTfObRE9z/V08OjDBV5f6/enKbs7ONK4z1j4WhLAlVTTExtjVSyDcbS6WQL+bhGKcmUsc6DXz24IxU3PBukgiY+EGISxPZTbCBX6MmI0eTB8fyigeCZ9fE5JhcVVu8mu9a0QuRKkZaSX34WoaIgLTQzvVQnoLypHkyil3gJ8z7KDX1qnxAwUmqVG4stQUcHcvgivzwTLkqefjIg8f4p687yP5pv6Dq+aGdLd519+4Vs6v+4SumeNFkICQS82qIGgbGjeLRWIPLsXwugcZ9rhENPQ5Pw/tfuwtJ5GzNXLLUnHl+Yh+0n4jLgdg5TC8/QHv+e0iMQG3H0pS5mNps4OaPJUJEXJuQTSLt/eyeepyv6vLK7gBPxH088fw80BiOwxY68pApxV/I2bm2++42rjKosuyLvQpcnoHbvOjGljP/NeqC2F9jcNSxGhg10GSK2ASvKdPDOT8YyCUN7JDk52WYDbOgujJDEmmz7zXF+pccYoAN0Ui5NqFAiJH5OjIXIrlzFJukznk5ICJIsQtpHzS+SP8UxC4ijswVFK6VuGfLGw5Ba0IMZC6j8K1BtqETR56O8RffOmvlFVaAE3jg0ROL+HBmCHzwpw/zrlfutpCbQOaShhDwC6+Y5kNv3YfXQKgi/ZLBT1U7IKOqhBAcKa5GCI66FkLwlJUSNMXOqnNUfif9IJRBmKs9s3GS82EHc3GKHuP0tcVs6ZitWsz1a/rzp4nlOcAhkqHSovTTlorvcySbhHoWQg8NXURL0BINfWLdJ9R9tLLvcZkZmCHw9jsP8oN4kC+Gu6h1YZ+r1fHFcBdP6PJEa1WW4ews1X+vsbFpG1cRIiYau35PTJNdtVk9b8t5cgbpagwNnBADtZqbPQRLnzV9EVth5c7Ik6OFChsdkZj2s/9HYuzCILVcURBNC6xrxYOTIA7rwPqCXfypDtPDJzOf6m5tscYQZ2Ugigx6z0E1A0UxIBSb+GW1zBxoxUMjSghxEMLLXZH2tffm+dkyqSgvP5yJCCdn+yYSaMIxQERiTSHCr/3c9bzrzr384Ze+z7leYKqd8Zrr29x14w5mwxS9bs3Xv/kk5853yTLLnDqwZwcvufkwf/vYD5ga73DnbYco8oxvf/855rp9du2Y5OnnnudHXn4zB3Z16OsED373FMoc7SLnO08+i2LvfCv33HrjPrzP+Mbffx9VyDPP1HjObYd3c2h3Tl6fQuvz+PJ5MudxYQ4Vlzh+ivSetkwUjbaIkAKRzMJbWoPrDMaKw9M5997h+cBj7+fji7KrvhLv4P9dvX/VR+sEHnjkxEjNuaXavxnvzDN1TY1R27gK0JC812+qaFQ0hAEfduGXzd+XzwTackaOzzN8K7fwUsO7QaxGj4bBT0MKbIjCtq2pGQ8nOB0YSkPIQk6PLP7eHmrm8mtkorwWrvHyQdX0bOqojGUeL9cwB2c1iAAZFLuMG1J5tNhFHQO1VqsSfxtmSyQpnkYofCsV6IzsGs/WRB7eOyYUsQ/1eTTMWU0o8aa5LC3a2iY+821+5kdfzvX7dnDs+bN87svf4K6XvIjr9u3ib7/5A/bt3sFLbzqM944d0xPMzvf48v/4JnPdHnPdH+cVL72Jb37vWc7MnOd1P/JyHv72E6jCT7/2Dk7OZfxff/MtXnX7i+n1Sx769hO8+hUvYdf0JHme0e5M8P2nj/G1b3yft77+bsbaBd94/Ckef/oM9775TvYXQL4TGX8x4jOkOm28pHx3c5cQKyT2IFa43lHj62QFPzw1zwOPn+f53g/YPTnBO+7cza+/KYfiJt794L/m5mA6OU/qPp6IB7ll7xhzJ+dXVGQ2w7FMXMIqGV0ZzaSkIxOJakTcWrOSdMHcM6J/mfrDCljrO3Spk9tmaK9s1fFhJYhYxmCjkbWOdvd5hvcRoYSwuO1SODf0Nu5aF2HLGTlVr0+V9/ATrZRJYqTJJuV7oSXZaKH0GZYMTGZP46URTaRKsRo/SQG5gaWiRwRnIoIjhOVrAjJkLbwQocB8iLSd29oGTgPBShpkE+ZZKHaZ2aLGQnNiXJkmhGsenjggGkcCXs172ZQ6sVRwx9vv2M3vfPHZFU+vCm+/YydSnkRjTciniX4MFWf0f3UoXWKMvPym/dx5qGb2lhv57H8PPPadp2i3WtR1YOb8PM+fOUeeZRzcuwM04pxwcO9O/u9vPE5Z1XSTlMSBPTt46c2H+OZ3n+aVL7uJv330B+SZ587bXsSD3/o+/bLi9LnzhBCZmujQuX5fEvl0HD64h+nxDk8fPcUPj52k35vlbFnypYef41x1lte98hZuO5gZqbg6h3MZOI9qADySt5C6RaktPvSF8xz5RpnIwyWqM3z8S89x7+1w389dz3tes4MHHtvHyfnAKydy7rl9mgcePcNv/bf5Fds0qrK7HdHqHNTzoHMmRljPmgdv8GqnlbTmqC8wj07TKRjq+Cw3genCsXPANVrQvxoD6sIyHguvY/Sr0XFZ1mZEaJ04VtXq2654nMa7MFzYLucJs2vLgOyFaejEColda5113H9MVcizzlLEYx06iS4TtpyRU3Ta5GMdC8trSN11WAZwcVsKTe0e20oYqqOGWA+k7t1IaCpiLnnbxzI2MpeROSNiuouIW24KLAdz5IMlBq0tjobHmS+qMbV10bicxSYXDUgSyhOEwhUjZOIkl6DD/i8qibs27OcNh+2m3VP8wqv28ycPHl+WPPyuu/dwuH2GANTt/ahbXKXcAbaqq6NQup3UeOoQ8d7hvRlWeZ7RaeXkmTepeBGyzPOjd95GXQe+/uh3ODMzx+GDuxlr5/zI7Tfz+A9+yF9+9Rs8+cPjvO7uW9kzaUsf54R2UdBpFxSFp0mVPT/X5fNfeZiqqjn6/Gl+9g2vYvdYzdmTZ/jvjzzDsTMlt+yFl+45QJTMwlj5JBpbSCwh9JEAaM1vfOEkRx5dutL5kW8q+KN8+Gf28N7XtIYhPGa556UZ93955SeqCu+4rUb6R82WEKB/Ij2bZqMmccIhLkOTSCMiaDYJftzySGNvgQ7KwsWajPzZYFGNMNXBar/ZWkevZDDEjBg1i8ccXe09VIiVhf7ipRg5Cz30dt86co2L712tXMYFddH8ulWArz2I8XFcy37WMU/4VoHkgmQZy5L2/MaVlFmMLWfkVL0+dd6jmBwnShysRCUNxIs9FoIj9yYU0tTSadRRh6tbSdyeipBWHcbXiQOBs6aOtHcDPdwreduXADHXdixtlXKtXPYlQBO/qlbo1oEiEVw37uA11HOJf5GZ50T8yCp3syGQTaKhC/3nccWuJrBhXsskXheTlxIYDPxDUcDhROggke+V+972YgThyIPHLtCc+Z/v3ssHf/oAdL9H6By6wMAZHM8J7VbO1x/9AU8+O8W52Tnm5nu89lUvY3K8Q55nhBCY7/ZxzvHUcyd40fUHaBU5E+2M22+5Di+Bz37pQQAy7XNgWrjrJTfwmb/+W15y0yHuuu0QhS/JPGTe0ytL5uYzyrLi6MlzeO/Ys3OSt7z2TkQDn/vyN6iDEmixd0eH977jJZSx4LrdBcQ+khUYeT+zUg5am0cHx9NnlP+cDJyloAhHHpnnl96wk0M7CsR5U4oW4YZxuPdVgSMrGI73vmo/N1z/4pHj2Z+qAaJJXpC8bjaJB0QrWwQm7R56R22S9+NWD8q1U59NStFLnnk5WCxz4PgZPOPl9rmId0I8og71Y+vf95KQuFYDqGXNhTJdyzLtdbUbQEvxZZbaTPLEM1v7/dS9LqGsKCbHkXWqJW8EtpyR4/Ic8qaQpuLFEWEkBXzULTn03jhx4CzttDFgEJOGzyQz0TINZEkm3opzkuo3X8tEPkkZVj1bgW3Fgn4jaAJz3TpSqwmKdbzbGKNUo4WAytNpksuh7KGuheTTVsvoavDyidgk1toHvWNIPYPzkwQNlLFPJvmCsFWzOGhSskWGmYfU82h50gwm8eTZBB/5mT285zVTPPDYWU7O1eydyHj77Tu4floI5XFiNklcduWr7Nk5xjvf8uP0eiXOOQ7smeL6A7vYt3uCbq/mf3rN7czMzuOSZdppZ0xPtnnzT9zJ4b0dJv0pXn/HbnZO/yQuy8h9SaHn+dGXX0+Re244MM2eTokPFS+/YZIiu4M6JiFFJ4zlyp7DuxhrvYoXHxynlTncG19Jr6yQfJy82Msth84Tsz2IKDF0zXCIJVKdhLqNaB/FoWR85u97q1Y6dwKf+eYZ3vuTh5NRMgzb3Pf222AZw7HRyWE0G1DV9IzUId6MlQVhqdTOgzmt2GUGT3kO6vNI//l0UbkV7vVj9rPmvpvCVZdrSNQRL9AVH3cXLQRVwWdo7EGYT220yAMkDsi5aguJakzyCCt7UyTMg8vXTWxwWVI5365CfmloqpAffeoHjE90kFaWBmgdrNx1YOYMb9nhaWWWEhtjTO+NpCrJJQ5H4VtDLz92rDL0CRrIXW7if9eskYMZN2EeEBvMNmXwuDJQVeoY6QalM0I0XupuV64KPcoxiBBrqM7aJJdPo/keGxBiP31+Dlp7IN/Fhe7uTYJGqM6g1VlC6yClGqnYY2nhQ89OY8wnsn7icVHPQ/eHBFcQ853E2EfCfCqZkIIV0vDh7N0Lrk3MJpPXcKWV/VLfxRW+s/tpVc8bCdiPEbIpFDfwXKhkCJ48dsniPLgW2j8BnRvRbIIYaog9fDhHdGOoZPj6NOrGbcKPFRJLShyt6niKaKRr8VNAbTpEYR5Q4xqR8Rt/8Sx//GhNvYJKQ+aE/+VHD/Lrb7t12W0W9MfxnLffsZsbdo9fUBNIG4IxIG45T8wSzZcKl4qWqZJ5L3F8apugiz2QTbLp44NaWE20RLPpzbuOUSTS99DL0yyoY1o8puzG1VRbrmS7Nt6b0AWieSBXuD4Jc6Yw7afWdZ2hrAhVRdZu45YRrdyuQr4OaAzEEFJGtPFlXOKeNEbPEELmc5rsqoGhoqm6NBajbQTQRp1AmcutMOdWkBoSZ8ZN6Fo9Ht9hC3aNASRVq/bShFkS0ktfhch9n/v+gpXzAoXZt72YzNskL2HW2k1tkND29TYRpFWv+M4gji3lSRQP+RSqfnAtm4fExyhnLFxR7E1tY5mDiiIa0XoO6hkkhXOHu5ux5rJxXLGLSmtCrCC9Lz6FXFShThyftZEWV3Kdr/Sd6T3V2ZR5ijSCNMTGVirUKUQ3RpRJnMuQ3lFbhceWjReiOK3tDBpxsSS6MZuotMbRJwt9hIDLJgYTm4ZzZgi5MdQVSOgisQKJ7BlbxNldAlGVPRMr19c4vLPD+9544yAV3I55YVtan2rGpbX3L/MgAXTShDwJebR7DHPWR9wZ8wD6pUONL1iIYN6apb4M5ikJcyDLPGPBDH9dq7dsA3wTGs2QHSxuV158qeard+QlTxOJdZPRfOWx5WayrLAq5PWIuF1jU484YwAjVXpcIgs7NFUXb9zzvlkhjSgYj2rvDAUFr3Ukl6rvWKcP88k9veW6h92qKi7OQw1kHesUYS6tXvvc938+z5FvzIyQRIe95siDxyB2+chP77B2ch0odoOfGOHdLD6hh2zavDr94xbSci1bOWWTSYX3IpEyYizRxa+vP6aBWbNJ3OzjFL5Nle8kaqCu53BhDok98lgixU6kc4Nd82j9qv5xe1tEFhQBbYrYighVrIniBjIOQ/2pjYaj8lOIhuQ7WjhhCE1GmE9GqINs3Dwv2RTO50Z6rQK+OkGUNhK7UPv07keQiC9PIT4nujGEYNyX/km799aOtGA6h9Tn0NDnntvg/q+tfOWq8I679q3pLiVxu1Z61Jc8LjX8MTGhRVwb/CR0fwhzP4DxFyWu2VYY/zYIy7ZFltKvq+VDQqEEZJmxYPFxFxv6cuF3a7InIuCTwbqWxXryTK0TLs/IN1HxeMvNYlW3b3VcFhXya+rWGM2Ppn44tdZEjVZkUAMRNS+OuEQodknttcKL1aqy8g/DMg9bA2lAcx2b7MO8rTpczjC+fo0OaMlIUQ3GOShP0aq6ROcsM6cpaSE5T88wMHCWPBRw5OFz/PMfb3No7wEjaV4Qh18C4qFIK+B6DqnOJmOyY9+5jhV19B3UtZKBOTKRKTZI9k9BdW6QgCIjf+I7xq9YZ8hR8kkoduGrs0Tp4KuTSOzjfMe8Fdkkko2PcDKaQTRa/6hnQSMiGblbuFId5cY1xU+8DKUWhttgRhFCIFxcTxMhuhYulskDU5jHTEzdx+p12YLGE3FSQLEHmX8SfGFtXp2FMGdhJ/F2r42nl0ioziP1HLgpUzYWtf2K3VCdRqrToIHQP8+pKiPzExyaPM0/usPznx8LS/YrIw9f5cU2RczAHbsB7R2D+aeQzmGTIrhauSZXE0SSF2cZT44rUqbY4h6yVHhWlvh1Idd0mOSwhnFpzcaHpMOvLws3lFaFvDU1kcKnVxZbzsjJ2y3yTps6pYEqkWFK4miGVVJxVUtBDIO0x2YNKGkPpY61fS+YnofWRNVBRtXWQboX1wJyC8PUlb2ALuOq4ZKsB6kKNdUMVOeIoYu09uFb+1MKdFOR24NkfOZvf7gmkuinv1vwvut2sKaBBNIg50F2QDZtK7rYT4S/YMJxYdY8PZKj+ZStlL1NfFrPWf0pcUj7QFoZMhjgBGyC7j5tvJ/WyvWQBpcFqMvNozT3XeifI+Q7KNoHcMW0KfWODqBqWTuSVqXRtZBiHCRbeqWm4F1GRkaMkVIjLkkuWFvaoGfeD4dqMNXyi148mKHjY4+snqP24+bRGbEWYzD9HO/6uDBvxtf8U6gUaLEfl7cTDyVD/SQUu4mhQsIcrjqHZB3Ej0E2BWEW8Raigoj2jqPFXurOiwh5kRa/yofedAZw/OfH4qA6e7Tm5N47hPt+9saLvN8rCBEz6DrXQT83r87YoSFPZxuXAG/v9JXGusfz9S/sfZHjvNsUAwe2oJFTlyWxXyAdNxgoB9WHB9Tj0Ye00CptBurG3R5iPSjtEDUMuAq2cTbMMtkqGHR6b5NsLM2DUJfJ2Ekhiavc2NEmlbs6i1bn0Fgh2RTSPoDLkqdjCZycq9dWmmAuXMQKVoarLikS0W+SgS+jiZGHLlLPmoek4VbEvhE/W3ssLHXhHZsHp8ygdxxae2EN6ZqK8dhA6DPOs/VuvJ9kvwqdlGFoBlkvlWJIiciSIa6DuFEjaIk7FsHjk0J4ZURkcWTJSyK4lNGY0taBzCnVavoni59P0x/T39EVuNhj4JIf2S+ff8JMU98G10ZbB5D6vPGrRIxgrH0kqRhLNWMhsOqcPYfWPlRs0FZMM0RDQLJpNFaQjXO82+GBbxzn1FyfPW3lnS8u+Mhb2/zyaxwPfLvk5Hxkz0SHt718mhvbz4FL4bCB9+5qfb/EPFytfeaJ7J2AsXbqy9u4aFzl46lhyFldT/cMVU3d69OaGN8Up9+WM3KiA5eZ4FUdraSD0mjbpJpVQDPAGheHAUdANRXrTEaOEyNQxjS8+zQ4qyqZy7YQL2cJNC5q8kQ+7NvfrsVVq/qZMktidc7k9mMFxS4kn0ZccUEmymLsmSguqFq/GGshia4PzQTtwY+hbgzJd5qBWc9DmEfyKQuJLJvGmwwoN2aeifIU4ifAt5c3xhKBVcJ5er3THI/7mJNp9rc64CJ1XZLLvGWxIKi4ZOgaXyvlWq35Lp00wptNbbAUbEsaLlEDVazW7sVRxakSl1gh2vXmiOoF2nISeohrUbWuI/NWR8qF+ZQ9Fiw7TCOSsuZULFMJ7YNkRDeBo0LJEYn2zNShWlHJFL/x2Sc58ljNze4oN8pxvqr7uf+/HeTeO0o+9FOTvO81Y6bDqRH0DJRzaHkazXYgWdsC5lfhq7UA4qBzPcx82zSh8vVpp2zjGsSC2Pna4bwjK/LlhQAvM7ackaMaiGqUw9wXOIRaAyHWOBzOG6cmaBgI+UWNBBXqaMU7c18MUl8dnsL7BbyBBlvWuBnFILZbQJalEMt8mugukjA7KH4jA1I3yVtmwcTMwjLrad/kudHYI/aeR2OJa+1Gsmlw+ZqPdc+d+7j/r55c9VRrJYmuHzIgwKtkSD6Ny6eQMGcxeyfLGy0IZOPQvh7K4xCfg4mXGddnSUSkf4LYO8F8aBHzaXZmOWO5ySqgFTEGnB+3cOWIMNxKrTkwUrTxotrWmcsHv48+D8EI/aZFFdG1khtFiMteiBk5WexRuWKwsEEj6seQMEtIixgHkO9CYxeV1M9rC3OqSFIHtgWQc23bJvbR0EO0lzI5BYl9fuMLp/iLx87yh4uKbX4x3MUHHns/4Pnwz+5ARZHYR2KJasBVxwgI0efXjndYCuOklafMi7iIlL6NrQbhojmom0hf3XJGjkSHi2IFMtMLV6gnpAHaiUOcIDEJmjWrWSBPRTWHK82hIXPtKBhfJogwkC8PFRB45ky9go7MCBqjRmsTjatnbIXtctBIDH1Ua4RoKcuuMM9FNpHIn2l30gSfVtkaSjT2EdeyUEr/BGiNK3ZBfhBx7XUPujfs6nDvqw5w5KFjS0asRODeuw9cRpKoeaKqWJqxLhmFz1PosGtt78eXN3TEI8VOCyvOfc+yxpaafDSg5Vm0f5KYTTLplXGZIURw7MdJZkZsEv9aawhFVQdVyRudHe88bhCW8omPEpd8p5wIUS9UJr/wPpt9V74mdSMGniq+fxxfnqCcuA2cHwgbRtqInzTisCuAAOJx1WmiYl6d8hRa7LNTxxLUGadP2uDbPHWmz5FvnOcP80/wevfYgut4vXuMj+ef4N2P/Wv+2Wsqbtjh0LprfXrsVtRPmMzAAuXZa2DMaR2A+SdMALO9j7WESDcGL9Rqe1cD1tfyGiKhrvG6OSHNLWfkFK0WWbtYsBqydPDhrXrJcN4PBlmPDMJT21gBqhBL6jry63/xBEcePLGEjsxe7vvZGy3DDU0hrhrVGq3niaGHc7npx8SKOkacKxC/I8nZZ0h1Di3PoeXpgZHZmKIieTpeSBNqtDCIOMh3QLETJE/Ul4t7nve93QTZllSYvfvA4PvLCSufQOq3ifDpOlCfw1Kfl+cVDT0610HvmBkr2cSwPVShOgf9o8RiD5Ufp6mX1AmzOD2HsieF9i6uDUUcMdV+CyE0TB4ypwMyfxMKbmpgefF474jRwlZxMJiufzoz/2MkSIESkbqHxB6+OkX0E6iftO4cA947nC+gvR9Kj5Sn0FihOPp1n/NMMeFrOhoRAtI/isQu4qMZkWEW3BifffQ8N7ujCzw4DTKJvMk/ws3hKJ99pOS9b7iJ2LkpeYmMGC3iVuU4XVUQMWJ8a595c+pUEuJyouHaxXJAyt/GFYLGRD5fn6fRZRmZCHIthKt+7/d+j9/7vd/jySefBOD222/n137t1/jZn/1ZAI4fP86/+lf/is9//vOcPXuWN7zhDfz2b/82t966/KTwyU9+kne/+90XfN7tdmm32+u5PKCpQt7HTw9DKUuFKhYXnrtGhpUrCx04+e3P0EPiPL/+X49x5KFTLK0j8zxaneMjb24TxVNTIK4g995quxR7bYJ2ma2sSRPS6DPyHeP+xJIFE1w9C73nrMJyaz+SJslGUfRiPDdLIfeOj7zzJbznDTcMPFV7JwruWc5TtcFwIxM/jLZN01r1yuS/xuvW2mthle7TMHErQuJNaAnlSTN8il02oad9gkziq1NovgOlAHRdRFgT3LPwbj1ipDTrbjNuNGUzCl5INbJInDkIugZ5htGQ51Jfp7NKdZq8OouL86jkqO8Q8z1mNKJmiCXSs+Ag3wv5DjT0qao5jtVC7SYp8j5tnYdsJ0gAnTa+U2ghoYu6nFNdx41yfMX2uVGOcaq7z9retwf3YR7m3K5jDWKJg9tfoQ2uCEQg32m8nPL5xAG7nPwcTUVEc5YV1tvGZYK9s6uqNi/eq6youl1a05OD2o5XEusycg4dOsS///f/nhe/2IrB/dEf/RHvfOc7eeihh3j5y1/Oz//8z5PnOZ/+9KeZmpriN3/zN3nzm9/Mt771LcbHx5c97tTUFI8//viCzy7GwAHIO23ysYvbdxsNEnchJkMjVqjWEOZ56kxvYOAssyd/8mjJe954K4d3tskkpyk2uDjlfrlyCraqbbKPhkcesEFEkm7L5X1hGoXZK4uVRN4EXBuJPdQvyhpaEg4tdkF5JpFDd1hpgId/yMmzp9g9Nc3bX1Gyb1rS1h7FijZqjODCmr05i3Vv6lgRkvEyunejpgxD4y0SU5KALTfCqGDacllUa4BqIO8fI2ZTVO2DRJcl42bYbkGUGMuknZOMZjeG+I4ZfFpzXTvDq0PKgMYeodgHklvtLD9JTEbirsmar+rKqftP6gFeMZEh5fOonxq0g/hsVVL8wiYxrSKVVGJjM5dpzpsXrPsM9J+H9gEuS9hKFSuTUCfxze2l6ZXH+tvcFznikybZJmBdRs4999yz4PePfOQj/N7v/R5/8zd/Q57n/M3f/A2PPfYYt99+OwC/+7u/y759+/jjP/5j/uk//afLHldEOHDgwEVc/oWo+yV1r4/Pt1wk7vJD1Vb51XliPUcIPVyqupvoonz2W2ssNvitOd73xj0bNtQJYuGabMq8OZLbwHo1FLy8UhBMLFD7Znyu5rkSUpuNUXdPcN/nnuHIw2cGOi2qz/PxLz/Pu+7ewwd/5jDtrDFEYb2rNTAVcBUr6TDktS3fUUKsUInkriATUohqsRKyItGIyNoYAWLHtcyp5Z5/tDT8GAj5DmI2scKVayrIKzjnUhKII8tgUiF3gOZovsv4ZPluyMchiYsiGQLcc+cBfuvLB/liuIvXu8fIZEigrtXxlXgHT8SDvONlHQsXtnWQUg+SwgFupM2Wf7YazRgVceCyTZ7vzfim2GOlH/w4FDsuz6k06Z5tGzjXDGKoqeZ7uMnxTdHKuegzhhD41Kc+xdzcHD/xEz9Bv28CW6MeGO89RVHwla98ZcVjzc7OcuONN3Lo0CHe/va389BDD616/n6/z8zMzIIfAOe9VT3dxgpoRN0iGnpo7xjx/OPE839PmH2CqjxHXz11sR8ZexFu4sX4/z97fx5l2VWd+aK/tdbe+zTRZURGRvaNUn2XQgKDBDLgMthgEMKua/ndUcO4XGW7bKMq3XKN+y74FS5RLi72q3F9JQyXwRgez1SNGqMoYYwRNsh2GURjwAakVINQr2wVGZmRkdGfc/bea833x1r7nBOREZHRZmSG4oNQZp44Z5/drjXXnN/8vs4r0Z1XcjbtuGA6XSnF8GS6+rutI6ju84FO7RjY+vkr/Q2NMLgHErJIfoHjV57nVNnL/X83xUOHzzVLjLnzfwrw548P8/FHjvvsTfBwU1o3M3BF6edC++YQcpuRuRQrttmhOB9aulUQ6agpENh6g6CcD2ZU22u4lgEozqGc9a8FvobOJ4injxE1zmBLfb5MWnxWXPNP5ez55y8I9DkRMgdl43kygkYqe1AmQdePou20P0c6QkcJOkrYv62bX7xtO/dl9/Jtd9OMzX7b3cR92b384uv62DOwu5mX9PIVLlhG6HBIFufsglIGUuzopQKl/HMZb4HGqTV8NtexTWcTy4LSBpOsn8TAkqOBp556ijvuuIN6vU5nZydf/OIXueGGG8iyjP379/PhD3+Yz3zmM3R0dPBHf/RHnDp1isHBwXm3d9111/HZz36Wm2++mfHxcR588EHe8pa38MQTTyzI5fn4xz/ORz/60aXu/msXRarXNfwQ4Xynk03HEaWRZLt3XVaaTAxaG2Kjz2v37e8qXzQdmTldwLeUobIHpl7ypNrSNk+yfc1kdBSiEpS2KDft0/YsXFI6Oio89MTEgiXGP398mH/1lj3s7xZvqGcz7xXY5H6oJk9odpDbuh98G3jLifnC8CKBOa3yxszsj2jtj0/wOjZBuNAZz0/SzmtgoTQqn0Tn53yWylRIS9sQU2ZG6URAF5pY4d5WyqAxobML6kGK2ImjpAHxQZ+4EnRcCRPPoaZegu6bvB1E21rx/vdcBeL41cc/xEE7yH51miMywMtuJ/fctp37330AZMp3bil8qUep0FU19/kp0H7etY5BuVDaXfTpXlsUIoHiYPqoX5CsEk9uE5tYLpRcaMaahTRNOXbsGKOjo3zhC1/gT/7kT/jGN77BDTfcwA9/+EP+5b/8lzzxxBMYY3jHO97RrMN95StfWdT2nXPcdtttvPWtb+UTn/jEvO9rNBrN7BF4q/a9e/fy6kvP093dTalrfg7Qawuhdm9rSHoWl01gtEHQ5ComNz0kpS6v8LyIwejYSI2ffvAfF1xLKeBr/9sbl03Szazj/r984TwXcCcEF/CDxG4cGqf9irF6BcQ9r63B1GUoO+k1W0yZ+Sw3RIRPfeMIf/zosQVLjEbBv377fn77LduQxhly04EzJa/sG8T6IhVhZmVbCk+o4l+Zy2Zyalo7As0AyEsFoBSivF1IEUC5hTRyBLQ4L+ipgw+ds+i85s1E81EkqpCXd3l5gvkCv2YQpkILufGkY6VJnScgR8phxKERlGn3sQLVOO3bpjuv9aTbtvPunAWXceLVH/MXzycMThm2VCPef8t2rumver2jfBKpnUC6bwJaoorK+HPbaoKTUJYS75i+TpyGJSF0YDL9ipebqO5bvQVIUU7PpyHuYkMaCF/KsFP+GizRmDVvNMim65S6OuatsoyPj7N1YDdjY2N0d69uh96S75IkSZrE4ze84Q18//vf58EHH+Qzn/kMr3/96zl8+DBjY2Okacq2bdt405vexBve8IZFb19rzU/8xE/wwgsvLPi+UqlEqXS+yFlUTojK84mfvQYhIHYaO3WUTFeJK3vBxGHSMkTBImCxYnkXQ0emCHDm7N56/BQAH3vfNV6AbPJ5pHEG4i7URdPouARQ+Cq1u8bPc/xnp7JFWVWcncqwOgrZDwkq3y39qBm9UkEPJw8BjQ68Ejc7i+PTht7wMx8Hl1MEZAqvJOxUjOjQlaNjX7aZt2tK+aqdZN6KwWUo58t2NunHJj1+OwsRJNvlJURwkvvuMtE4iYi18q3u1qJ0hGouAMI24x5/vuuv+ixiMF0s6L/iUvb2RPzrt+7CRVtwLsfgM28iXiHZl82C1UwoVbUIxDPJ+Qudj0sOhUp6eTdMv+z97xbgQ21i40NHEXG1sm5B+oq/VURmZFQAenp62LZtGy+88AI/+MEPuPvuu5e0vcOHD7Nz585l7U9W81HjJvC8m3wSO32cmuokqu4hSrpQpowyJbSOgsbM0gbQ+997NffcusPzYBVEWvmMCyvXkTk2UmsGOPMcEg89dorjo3U/mMa9vh06m1j2d16WUAp05MXuJG9xTc57m6K/s7SoEuPWzti3cysQkzRX4IKglcEEA0HnLKlreKKwWB/suNwTiWdlYpRYTDqCTocRDC7Zii1txSZbyZN+bLQFUOh8HJ2exqTDKFsHmYMvg6Akx6RniWqvom0NVMlvs7wTl2wNHXlq3vMxF9qLbUhO3TZIbcOX3uZ6PnQZKvv8BD7xLNROIPmkF/dzOUrqvh1clzBa+QDHTnm7EVUK2avASAodaGgfJPpYVILrOZ7zoxeXZb1koJSXiUi2ehPPoGa+icsZy79+LstJJ6cQu/gy9mpiSZmc3/3d3+Xd7343e/fuZWJigs997nM8+uijPPLIIwB8/vOfZ9u2bezbt4+nnnqK++67j/e///38zM/8THMbH/jAB9i9ezcf//jHAfjoRz/K7bffztVXX834+Dif+MQnOHz4MJ/61KeWdUBxpbTZQh74N5Kew9ZPk5kukvIOolVyuV1LHZkvP3V6Ud1bDz95mg++dR+Ut6Nc5h205WBr1ajAi6wFvsrlNEksAZ4c7G0GMIWOzkws1qri7kPbibVBlKbRJo4pzRRFMTW7pqJx+7cZHWEKByjJfQYjHwc3jU0GvFP3rDZpp+Ig6uZQLkXl00TpMKIMzpS94rKKfWCgNLgGKjuHRJ24uI9CO0jpmMQkCApnU6wITgVm9YIdaKpZSbMCmRO0EpwIKDf3AKmUz+Z03QDZOd+ibye9TpOOfMAtDhELLvVmnzrB6bK3yRDxPCAT7CakIBkLIir8GXhGC161SxhK+yAnG4PaSe9cvpzyUkEWL4JnKbrvLtszc3lCCNdh6eddxxFJZwfKXAYt5ENDQ/zyL/8yg4OD9PT0cOjQIR555BHe+c53AjA4OMjv/M7vMDQ0xM6dO/nABz7ARz7ykRnbOHbs2Ix++dHRUX7jN36DU6dO0dPTw6233so3v/lN3vjGNy7rgPJGRt5IX9st5JIh6Vmy+ghZ1EtSGSBag9XgWujIDE+miyqtDE+mYfJKvFGgZDD5XGhd1S3BsKg72BpoXyYwlfMm2osDmXFIq3ctlM+4uAbzrbaaJcZ5MmQzSowuwwWeilFeu0U3ycDFPvtWc1/O0k3bhha/RaFFYV3D809QcwY4zS8HwCC6jCRlRLpRtuZ/XOpJ8tqAitDZeBD0a5mVijJEJvZkXHGgY5wLRPtFwAGZ88cYKSEKu+k7nyxa5nh2mvdTFco7PXFYrFc/zsagftLbcJgOVNwFpQFUIPYr58CUmro4Plh0baf4/OxREQTN9btLE6GtvLLXNwlEHRD3LWOx4bxXHtBs2TdlNoOc9cDMUupi4XJLNl1btxbyJROPL1WMj4/T09PDqaMv093dRVx5LWVzArlYcsgncY2zZCLkUR+l0hYivUSzy3XEp75xlE98/cgFMzn3/dSBVoAlApKhasc9VyXq9jwVW/eDqjgvhifW65sk/Ujcu2jxtZXDr8y94J1gdDRD0XjFcA1/rFHXvAFclk5z/5ef5qEna+dbVdzmS4yxVmCnvSCg7mieHycWG+wzdCDgZjYjl4xIxd7QdnYg5GpQG0Qkx5GQlvpaOjeLRShZKckC9yZF2Tou7pmle+O96pJgROrEYl1GLja0WkOrTczvn0YHErWiYYW6zSkZ5/vUVPuWNZGOfMDX7MZa4FkSgXwCqZ+E+iAq6vT3X8eVPstja/5tjTNQ3Q+mE3FFVkxBaN1v/44mB8rlPgOk9YKt+ZcURKAxCOkYdF7JktWQXe7vJZ20ZYIuI47SRoGIJx6jfGC/hPNvswzbSIkqZbSZe9y7pIjHlzouOAhtRAQvIknPktocF2/FxF2UTexXjpfR+ViWC7hSQIxU9gYfobIvJxQTW7vfTTqMTDzrO2OSPlZSyhKRtsX3haYdFf67FhNUcQyO+Wh2sUr5Tz/Tzb9627V8+elzDE9ls0qMvj1b2Ukk7vNEYuWJxLnLySVHo9DaEKkoZNto6eeIw7ncH6GyqHQEMSVUsssfs7OAa71/UYdlPL1GfJanlalSwYaibV3Z/Esh7KdJdIQViw3EZJQOGSovkaACUdrhg8/ZAU7Ymtf9UdZ3l6kIT9WZ5xoq5YPNgrNTGoDpY0j9lM9AxL0oyb2h7OTzqNIOBK/ELCpGRdVQdpyJ3GVYlxMbT5C+XGIclPLnoHHWZ7iSrSx95xU+sHkNNRZsKKgm52w9sOGCnDzLsGn+2umwEoFALm7E25BKH0kUe0O0yyi4KbDs7i2l/CpRfMkFXWoNigogAlMCU/HE1skXfJlLRZ7HE3UuuYyVWsdU5if/cmQwumhJ9m7abTuHUtImdre610WU9i3ZrgFmjkfaWcinUa7Ovh7lM2DtmYJQClFiQXKfwWm27bvQMeX/LtaBnufCgM8o2VF/iMkAoiKsy9taw4uMzxLQ3Ne2rqPZ50C8H5YEEnRBltZKE+nYX5fQqi54dWafobLYRSSznThycrQEkcQL7W8+4Ve8UTeSbAVnEbMFoh6vUKxjqJ9Gom6UnUZJA+wEyCTYcotL1syMpRgRlDO+5KrLIQi8HJ5x460e6oM+ANSly2S/N9FCwW9bxietxdYbREnMKvQ6LRkbLsiJyyWiymsjwBERL+5XHyTTVYj7KEUx5jINcAqsyAXcZSGtPdfxK/+7jiu8xg74slZ2Dso7Q7knWvQArJUi0prcOqYzT4iMjaYamzm+vl20bRWvjYhvoUY4bwBp3h+nAIcyVXy25/zRyolD4dDoZtDjxGGdRSuFiAqlH0cuOQqFUYZIhzIODu3qkJ/zk2+yDXQJFYINJfa8zqtVOgHgBKtznLXNTFHL4Vw3s04Oh212g2WhDORPk77gNZdmuar5ivjuKKBZYmpyZ9JhVNLng+eOK4LeTevzorz5KUpDaTuFUKfvwsoRFwi3oXVdScg2OQO27r9XaZQu+aDBlADtbS6CrlHB71l3FGrI+pwnIZe2hQaBjdsQsDGxGL+886HjmKRTrVsL+YYLcrJanSxKMD0bW5tBRLC2BlMvoyLfPYVOlqR5c6liJd1bSrKWjP+cbygIkfugEKezU1AfgsaQT63rip+odbLgIBxpRVfixdxEWmHG/B9Zi+ti/f6bDj/ZzUY+4TkN1YNh5T932lihyK3v/BGXERmNVprEJD6T41LytmKTURGJCarWdgKyoIETd6GiLlA+eyIuZIkW5pKvHCLIrMMq2ttd0KKZ+fX+X7mAFUXZLGbnQmu3mvGS/48KAZPzvDglguhwr6oIZeIWbVspJGRjpHEGKUUok6BMB2KqiMuDAGBQe1ZepTl3eWiRDyRnyRGXeoHBbDSU8LR/T1Rke9ZPTn8GdOIXF+mwJ2UnW73X1aUQhG1iddFupCoWl2Y0xicp93Rh5rNcymtrtjsbLsiJyyXiDZzJKRyIG1kNqR0nMRV0ZSdqhmP3xsDyu7cusEJsL38oDaobKhFMH4Haq+FXGko7fbfWPGWsIphc1wVz4JrMyEC12SzQNHGML1iOK/yQnMvJgy6OougACgjf4fDKw8pOeufpuBtVGjh/Ug0t2msX3yiCo+YMeK7NwpkjEUidwqi5+Thzfdd5gVLwnRJnvU+Y0pCPev6N6UBcyPToaObiQxn/HtcIBG/d/I7C8kG1Sz4ICBaapOR41n7gJxUbxCEbI/56m4rPmugS65o5KcrJpe3+z/SM36eoe8F9On6uzsNPDjI85ejvKntrlxXKVGxiJQjcP1c8CRZsw5fKmxnlEOSE17RzlEyOTscgm2cMqk+u2R5vuCDHZjk2y7wh2IaEkFpLWj9LBzmmcsAPGptY/kyqQsdA5zV+hewa0BiG2lHfERN1XRqr4XkxK7UgNnSXTUM+6Xkgc0ZhIfuA7/xyYtGAVV4FGEfQjHG+LRyD4EJbucblE5h02AsyFq37c5ynSMe+wU28aatSOmRW1qexs1BvzsX/K1aL2w8rFuUU2hTkcW+AiiiccyGgFJSr43Q11MHmJpoXoSI68j/NEvMcZUd8OS3W8z3nKsQvQU8o6ggBT813FdaHfGYn6prlJXUx7uk5ItwiG1U/BdVQbpu1Umi3djmovQfYd2SAB762s9UNuE66K6uH4tzMFr5UrVMx6+Xma/NduvZOwubnCm7X7PNlZ22rjQMWFjzNv7uGzwi7FOoNWnpFhAxx+Cn2XSdN+Q7JLbmtocvVpnXJecjXTsx1wwU5fsVwKU9IK0duG5TyYXTXwWAQuLGPd1EInjmiltl5Uqw0iQPHoQzTx3x2J+mH8nYuye4OFbRDikHJNXx7sljfqVPeEbSB5tuAhLJOjnYNrC4E6gRLThbKTUV5ys9FCpVP+vJe3INKtsx7borsRdTMZIgPkMR3LV3MQKfQ9DEY6jZnykJJ28D7WsznFSZwkCAcmzIgGqOCPUM+5dWPKztAHJrCc2qOLyiybDPGrLkNN5XyHKgL3dxN+wmVhImmywc72TjUT4cMUsUHQjqYi67KeBnuv0LduJhsXd1/f1PBOpQxTBdIBrVjvssx6p6RBbz/L1/grx97kT+NP8nbzZPNb3nUHuK+x+8F4GN3X7sK+w1NNcj24zjv37S9Nt9mCsPUmDlJ4c3jt75MLpkXjrQTIQtCW0AyV3QzY2PzH0e7tUpRwlReZ2rGa65GS+BPzSplO46PZjz84wbDU5b+Ssbd1yr2bN0CpR1BqyjsmwqB+jz3kpLcRxq6PGfnIACmMffrq4ANF+Roreftxb/cIWIhG6NUH0KXer0Gx2aAQ/OBdzX/IK2UwV+IDFYP+Il8+hXIx4PWycXPmvnOISF3XmFYK0UxNJ0aa/DlJ4YZnjpFf0fCXddF7OqySGk7xpTO01w5H177JjFlIMc5hxMQHC1tWe01ciRFuQbiMshGodQfskQXPt9KKSIiJJS5jDY4iXDYpo2B57as/v1cBCdR4AnlLiN1XhNnsVmcJt9qrqyMCpkUMZBOIaaCjjvaSogLLbvbfxa+TstCU7Sw7K+bS8FOoxpDfuIriMsrNbssMke2RmsCVj6QMlVafDDCpBhTdIaSnoF0xL9PJxwb1zz02Cn+NP4kd+qnZ3zNnfppHow+ya8+9iF+887d7O2r0AwKxIWf1JftpL18Mt9+h/80Axs7M0hwhSXFYmxCwl1iSoHPF8xzi+ywWB/Y2PD3orOzKZI4O8BZyjimFnGLFOcpHA9b5nzeMivc/8gJHnr8XMiiDfEd2c4D393JPbcZ7n9PL3G0hDlWKXS0fp2AGy7I8cJDGVFpY3FURATJxmH6ODrZiioPsB7teJckCj4CIRuzGs+SCiuU8i4wVY4ff5qHjwrDtYj+zuSicwOsCNNZTu685cBYLeNTjx7nq08Pz0znP7qTf3pLNx/6uX7KKsNoISKaJ9DxWQNfvhGIujD5FLGtk6kYVITgA5JIct+RpjSomDzuRUXdPruwiMHL9185MuuzN7FOvFKyA+cyLK6pfbMaKAKzpiJzUGJ2WDKXkzooG4dZwlc6fJu6noPbVHDlFA6ljFdo5gJdjqbig+f0bODNVDg+WufhJ88wPJmu3n2mFGC8Voku+eyO5L6U5WqhVLCMjFoo91H8oUs+c6hnZ5fb3tP+usLrWUWdobQ6AfkkX378DAf14IwMToFIOd5unuSgHeThx1/ig2/pa23Tpj6IKJ5dZSiI2wuj4OZFrWCsvQTT3M4Fsmjgg5d8MpSLpyAf878pOHG64nlJzXO0ihP/op6fWeXDOT5z/1ee468fP7ZAFk0vKYsm1pHX6pg4hnUoMW64ICdaVAt524W+DEpbEtLALhtH6whV2cXFU+u9TCB5GNwunNJfPBSZE+7/6mkeekw4qJ9YH26AUiRaY0oxTryZ5v/3r1/hO08fmXsgeuJelCnzH9975aLPRLPMYSoY18C5HIt3xlZkzZq5lLaDinCSo8QHCU213jlQaO201qdBDlH5xnOLQwdei1UrLV6FMhKK2CQYZVqvhPbu3AmTud+bRBuMUt6U9ALf7Lcj5C4DxLemo1BFuzaFInEFZU+j8umF3bcVvkyjy5CPk00Pcf/X6jz02JmmbIKI8MDXjqzafTaT+BxD0gPS3SqfrGjjs8jvS9sx/2fgeQxPG/aroQU/sl8NMTx9g//OIiuSdAR+kwmLnYIjchHHeGX8dZVeig64ZpCznsTv1g4uODwWBskXzKK9dd+ig28dGUpdHejLwbvqckBeb5DHdUzceZ7zso+0c5quzSifTrwMAgax02g7je+uuPT39+Jjbbgdnhvw0sXhBsyDggcThQHy6NlpvvzkmfkHotgPRL/1k/uXngVQBh1VMfkUgkWLw2TTIBkq6Ud0gnMWcQ6LeC0aZuoCtT93gmAlx4YJTBPE+UIW0pgIiInwxN7C2Xyp0Gji0NIuYb/adW1EhJq1TGU5Rmk6Y0WiI1CQ2hQr+aK+p1BALgKcSMVEOgodVg4Vdfh2/vSs573MO6OEbEPUBTrh/q88zUNPTvmCiTCjNPLQ46eAtbjPwqS7Tl5uPgObQjrqMx9xN5gK/VvgO7J9wU8fke3c0t0dNIYKFBP4egcStLJJl9kU++WnTi8ui/bk6UV3vrrc0piYotTdhVkHrZwNN1tGpWSG2rF1uZdltzVPyKydhNqJ8HPM/zufXES9dT0hOFv35arL7KG5eFCzCIMrR7GqeWCBVc1Dj53i+Lm103iYC3/5dCudH6mZK/DmQKQH+fJTZ1iyzUnQEYqiDhIsUTqMzie8/UDU5d+CF9srPJXmghX/3Ik4Ih0TqQgnEvZHN/eryIh4RopuBidLRZGJMSoi1klLBJCC0+So25zEOLoihVGL4TAs/H0a1Ry0ldIYk6BMyasZS7a47IiCY+emmwHOnN8lrMt9tqYQvAVL/ZQnJ5e2e+0cU+WuQzt52e3kUXuIXGZOUbloHrWHeMXt9NYuSrf9rHL55zWI4cmU/er0gu/Zr7x22WKhjCHpqK5bJmfDBTk2y7BZ1pzwNA6dnkVNvQx2Cmc6aMTbqZd2I6UdfqCuHUcag14t95IMdhQ67oZkK4qlr3JfM1jFQU5EePjJU4sKJh5+cuFBYbWxFgPRDCjthexM1Z/SqCMQKFt6MJGOiXU0b1axWcoJZSmvQKznNCYVsWS2QebSkMVZXpDj5ggqCo2e1AlOoKQjjNahS6roJlneM2/FtWWevKKrUgpJ+rwoYGPowmOKy3n48PG5pH5mQCt4+MnTM0nac2J1A/1VR+iCJB32Mg3BxR3TyjgW1i73ZffybXfTjI9/293Efdm93HOog72V0dC5Vah4b2Kl6O9MOCoDC77niAzQ37l4zqs4R95IgzDoxcfGSwvUTkDS67U7bA1lpz05sroHoi4yB6n16z5tNNp0oV0NVT+B5NOo8s4lu6yuNcTWkcZpnMvRHXvXe3cuUay+ZcDZqWxtg4llor8z4TuLGIhuWcJANBd0ISKoI3AZogxOHAZfMo3V/Nw3rcyMFZTv4Gq3G2jB93pIMDxd/nWcOwMkZA6cKLrjxDutN3/jsG0+VwqaZbXFQHDkzuGwgUgdCN5RN1QjpHbC/7u0nfPl8EOwkp7h7JT171sgGFJKMTyZNn3ENGaODmV//mbbT1wSkNC5lE96o06lvbq4Cd1Rs/bXW7c4fvWxD3HQemL9ERngFRe4cO/eB27MZ4KiDk9gVgsrlG/iwvAGyT6Ldqd+esbiLhfNt91NrSzaZYINF+ToUicm0pCe8w9QshUVdSPKkAvk4tBagUAWBhWhQqV6Bbp2Aqmd8IRBU4WoE6WiWWuEQLK8wMN0/FytaUmw3C6JJuE4HUblk6jQ6bOJdgRtDpcFPZjVGeSUUvR3lhYVTBzquLht5RdjIPKTrm/3Rld8C6zSQBQsB+bPms03wc4dhLTIu26FWcrZ5GERHzJlzmG0ItbqvBKWDdy8wotLYMmcIIfP6BQiiZ5oWoF4i89YJP2cpyMk+Db8fIr+7i5EFhZDcyJs7YixkocMlAu9ObpJUvZBjlz8AKeZWSqeRdv6dxG0utx3G0nueUhR94JE5dhoPnbXQX7zjq08/Mx+hqcyXjfD2kVAyp7Lk46AHfSt2FEHq6f989pDM4v2+L08GM3kIX7b3cR9+b3cc9scBskLQGmFSeJ1C7w3XJBj6SZXXZhq2bdy4jVFrEAtd0RhsCtaRwWYzh11idClPV40K58izs+g05FADAxCR6biQxw9nwHk6ip1CmDTUUw+4Tuq4p7Nh3c2BM9/AL+SW0VcqquatRiI5ob1P0HnRLs6Ymv+lKvSqt6KK91UrJMgluch4qfXuvWeVYmaGeB4WwqHUVHzOLTSKFGkdulqzA7bbC9XyvekIXmrq2YGBHF1X65J+rjrUIUHHn11we2LwF2HBkIg481OlWiiGcGmo1BivigQ8cfo6l6XxtVp2oy07ZMnXPnOPe+xliya7Ly3t8QH39Y/x/tDRtBUoZz47FA64vcj2QJcIp5dlyEKA+R5s2gLGSTPAbGWdGoaHRnMZgv5yhFXysTVCqKN96axDhvq8kZByQTSYYAA1UiHlV2ELvej6UdJA8nGIJ/AuRzJJ4niDkgGfOvlPFgtpU4RQey0dzOOOkOAs+EoVKuA4JGyilmcAosNJvb1Xfzs2vkD0RBHZPuyB6ICPnvoKJys/aTpQJUQU0G5CVw+3eaFtbJzLsEGvAgwlttE7tVm24IchIYVRBQVozBaNV+XohVcxHd6zSBnK4yKyIvAeWk70fyrkjwIJu5AlEFCGz0ER/FG8G6Kt7Cvz3DPbTt46PFTc1asFISgtUxmU7QKpURUaNG34euLDNsaQNoyNeCvvQvaSWI9ZyvqoaU1M2s/Cu2Z1Q7ACqXypM+PAekw1GtNEvMmGXnpON8gucHrqpa7btnP3mWMdTqKKHd3rptIr5L52iMuM4yPj9PT08PJF5+lp6cHVa2QhkVE2Wg/MAA+PX7+56WpneN/3zotDmtzXHoWXIbJx1BRB6rUHxSHW6nRYyM1fvrBf+RP4z+Yd+X/q9mH+Nr/9sY5VtkzRZpEHG7yBXTUAaXtvmPjtb4yaU+LA011U8nBdJ5fElgFzJWZm72qWU8PneMj03zp8DHOjE+yrWcL77tlF/uaKrBLRzupVbkU6oO4qAsV94WySI7kE97x3lSXLWdQfI8Vi3PeKbxwDGcZe6/RJKbkuTXK6xtN546y0SRNfrGQSw5Ck9sS66RJkC72K7WNZQU5kYpITMmfk3wamXwBOq7AmornMimDVgrSEVzjLFLe459rFBbFR//qZR567FRTJ8eJ9xb7xVsH+L13H8BEnhMV6xilNE5sk0PUapkvur1WOFY0g5rc26WETI1yaShhxj5YM1XPgVSrrAMTLEpwjeAdt4j7rMgsZeNgx31m11SDkvKlolNzGUIcKj+HRL3LWmi7LKU2Okl5S5cXBJwD4+PjbB3YzdjYGN3d3Svd4xnYcEHOsSMv0dPTQx5FlLUmLpTEl3lzNwd9O0nDCtY5yCYouTGipMdrO4QOjU99a4iHv/U4f5f8u3m399Pp/8X73n5H0BgIEtu2HurVYYhXCrEptnEW03kQHXVuPpxFV4akhPy3/7fLwiC7tqTDdo7VthncgPVD695skNeHwFSJyttWPME1hwTJPLFTGSjvDEEOfiKx075sqysLrpaLxUMhGNgKJjyPJXfZjOxNU6NzifscqZjElJrNUlO5QytF2RTZKPFSEiHIUUoRqRijfTK7PcjJXErmlkom9waacTGZNoaQxgg22Y6Kqz6YcQ4lFhqnsChc1IsOmSRtYpQynBitz7jP3nvzNvb0JD6YURodfiTwgESk2TLf3JPVCHCKTJSdBpQ3/jRlVNSJoP31L1zO14IDI86TlHU8y1R0kfvvGl7AsvDNirrDOLGZDV8yVhjkiLXkjRRTKs3bRr6WQc6GK1fl1pLlllIS+wBHLV11Y4aYmYBzgtZVSirD2pxMbUGo4BpDUDuJEoeKOxgeqy9OqXNs3Kd5szEKRUxRMUiOcxm5KvuafmkHZg3KMJcd2ld1utRKe4sFGn5mXKs0fcDe3sqixa8uFgTB5g3fHRRVkHwCl1fRUceKJzorOU4ckTKoZmt2yIKqCKiGCbAeAp0QeM63ny5vBRRNXZzi721lnlmfPXGuwVeeHuHsVM7Wjoifu6mPPb0zu7oUiihsG/Hu4gLETUV/aWY9jIoR5XDOIdpndFoBQsgiLWsiFMQ5RAUtIJchQU0Zm6FDPKqxaFdHJ/1YrVEmCjwen4Ga6z4TEVQo6fkWfPFJTGkFju1BWjF+LfkeaAbNdS9miPiuJV2ZkQlRAHp1J6I5dgaF9VIGS72VlfLlM10KAfkUZOegnnq/teUqM29iWRC8IKBJNlvIVwU/PjJEZ+cUV+4ZoL+3Kwyn4CTc19LMAwCte73Q01AK6mnG5HSDrmqZWiPl6OAoV+zeSndHGYUjUTU0Mba8i3ruPWDi7CxbK3ZxSp2lKb9CjrcgugsBciKEyP+pE19i0wq18aSMlo6QMve8m8KbSoHqCgPwhruNF4TnYXi+WT1XWCeUoy5KRnCNMz5roJMVBTpWrA9ydMmviF2jbUWt/ERhqs2Vvg8+z/++YomhlQ68FANKQmDiyy5WPAlYhfdYycms8PFHjvHnj5/1+oShfPP/fGOQX7h1Kx9+1z7ipvGU/zNzKZHyTQGJ9uVp6/LQnu45MUYZlIpwyjX3CSQ8//59tnCEXiJEHE6s/x6ToHOLQcjFkbsUrVq6QtqUiHQZrYsy08LbNjMMNH1ZKtFJCDqKD4dmfOdQeon8FxFEMsjGvMN81Bnasn15Yf1a0lfAqWl6WPX4ezcNYrClbZecTMiGhoCzF7ZOWStsuNnh2KkRjgy+xE++4Xr27dxKT0eVLd1VTgyN0FEtU29kTExOk1tHHBn27+4H53jpxBnqjZxtW7s5c26cp587xvVX7GRbfy9DI+Ns6+tiotbg1aFzCMIVu/pIjOHV4WmmUk3W6OC23VUedPkFu3Hef1M3qtSLRF3koknFgIooGTWjC2QThCxOLXjSzOIlKQMb1HF+IViB4ek605kltY5GbumMI7Z3dFFmCpeNY0r9K/qOSEU+K6F7UHYqkGgHaOq9zMjoTIU09twlQ6WUt34AfEARKLhKEymNacucOrHghN9/5Ah//vhZz8AS30Jd4M8fPwvA772nlfHIJUejcRTBjJ/yc8kDKVnNUEJuZm+anlYZVqwPVJar1aM9+ce6DK2rKJehtUZHCXloZzdKoUwCrkEUdS1qop1rPPDZm/nufTVzJbcgipL5dMjeqBAEdGyQIKDowipDaafPoNeHfEYn6twsX10EKK2IqxX0Olg6wAYMct5827WMfuspGnnO1//xR1yzbyc3X7OPb3z/x1yxdwenzpxj8PQIe3b0c3zwDLfeeJCz58Y5NzbJzoE+BMW5iSlePT1Cf28XUanE0ZOnKZdinn35BN2dVUQcTz57lBuv3s+3fvgMA1t7aKQ5kYb3XN/NfT++lwfjObpxsnv5xVv72bVtO5mukFHG4UiMxmjlSYmbmIUwCG+emxmItWZrNSLWmsxaRCCONEr14NJRvwo3y2upnxmUALqEuAxxGWpWy7J3Vi5BXsMZhdKmqd0ye5tQNCCFGbgoq7S9TyvDqTHHFx4/M++6T/CBzr94845m6UpEcKEMVXQxRToK/BW/cPCO6e1NBkIu1md7FmHSeSH4cpICJ57DEko7BgPBiNRog8R9SOM0EvehZ58rKfZCwlkqAsLF3P8K0Iuft5vcm3OQT/gOzqj7/MXERoGOoLzdB+zpsM8Ox1tgqVmvTSwJ4hyN8QnKW7rXxbtqwwU5E1M1z8mJYxppxumRMQaHRzkzMsaeHf1kWc6u7X3c+Ybr+Otv1Xn19Ainzoxy7RW7eMONBwFIhg39vT3s3rGVJImYrjU4OzrB8Llx3njL1WgUX/q7f2TnQD/GGG6+bj+NNOeHT73Iv7h9B9YK//z5/4Mr8lNcoVutvb9w63b+3+86SCrTOKc8n9N4ZdjN7M18KDoiNgQ/flVgFPRVWgFMJWobOFQnko3h8nG03rrs+2rm5wr2jAp8DxfKLiHgCdwHZycRVyIyZSgm7/B+xIa4wv8dsYhYT8SVQjzO4y8Pn0WrYFQ57/7BV54e4Td+cieCw0orcGnus2OGQrAE3owLAoAO21Q8Xg34spPxYqQIJNt8MEOCicpoHfnXxeeKmkWmNs6TP0W5D75CJ5VZQjn2wte7OE/OT/KNEEyWd6F0udjIor/v8oP2avi65DNXkkK8NWj3bOTjXj8obSj3dK1bC/mSwqpPf/rTHDp0iO7ubrq7u7njjjv46le/2vz90NAQ//yf/3N27dpFtVrlXe96Fy+88MIFt/uFL3yBG264gVKpxA033MAXv/jFpR9JwN//8Dl6uzu4ev9ObrxqL8PnJnjsmVfoqJbp6epgW18POwe20F1N2LWtl4GtPbzx0FWcPjvG1/7hR7x0fIi+Ll/ieunYEPV6zq6BPg7uGeD6K/fw+I9e4QdPv8Sh6w6we0cv+3b2099dZWt3ld0DfWzpqPDA/+sQf/PrB3jvmw6w86af4K7bD/A3v7GXj733AN2JoaR910dJ+5XfZoCzADbPzXkoiKZz/ugEHXVDeg6XTbRNoCv5Qu25bYrQbq19xsHZ1v6YqjfilHrogrNgG37VXD8VjHFP+r+nZ1s8n6BvIzpBdAl0ibPTcsHLrhWMTNRQtgGBBzOzxcC7nzdtDlA4Z0ltSuoapK5+XmfXnCh0gxbRhGqb2SDPpVNxrz9fdqztTTUkPQtxL0oEm9exeYqzefP7nM2wtoGEQPBC+yYuQ2xjET91yKeDlsyQ99ZSGso7UEWDw0Z/3pTyx2y8NAfioHEqdLduLqTWAuIsjfEpnF0f38UlZXL27NnDH/zBH3DVVVcB8F/+y3/h7rvv5vHHH+eGG27g/e9/P3Ec86UvfYnu7m7+6I/+iHe84x0888wzdHR0zLnN7373u/zSL/0Sv//7v8/P//zP88UvfpF77rmHb3/727zpTW9a8gG9+85bGNi2le6OEtt7O7j5qj1orVFApZyQ59tRGqqlmDtuuQoUJEnEjQd3k1lLZ7VEJYno7b6FLHeUSzHX7ttORyXmqr3bmJxugAhdnWWM0uzf0UdnJUFE2NHbTUclwWjNwd37uG/XLsgm/KBix6AeRLN0gtKlzQzpJlYfSqOSLYDD1k/i1D7ieO5nbwkb9W2kIqGLTeEZJmGN5NsnwKZoO4Ew6QMOsb5EYKreXmWGeGAxoZ5PLN3aNYbI2QX3yAn0Vx0mP+eJjVEHYgqORXu3lsKEckQm6RL4NtLcjBJBFjH5e7K29SThoPB7YrqTLz15irO1s2zt6uCu60vs7TLoqMsHMy71Pl8mbp0WbTDWhj1tdU3BzEyN4IJC+8TigxORwGWrgNkCuvTabG5QIQNZGvAWQI0zEGeBbP0aPB9rCaWJyglqnTg5K9bJ6evr4z//5//MT/7kT3Lttdfy9NNPc+ONNwJgrWVgYIA//MM/5Nd+7dfm/Pwv/dIvMT4+PiMj9K53vYve3l7++3//74vej0In59SRl9nS14NJVlfif0UQ5yXP80m/khUL1QO+HrzRV06rgXzcD8x6syNisRCXkU++QK63UK4OLL3bph35JFI/BaUBnOnEie92EoRIa5+RqZ/ysgdRB0pFXmNHcq+CO4/OSeEt1Qx1ZolqLjQwKeArH7yePT0aZafR2QQSdeHiXpya/d5lKCmLoMQhzQlPLer0GRVTMiVyJ00RSR3iOU+ghntuivjIe2/2REwRtPEdYVqbIPLnvIs5PuDROvIZG8G/N3BpJD3rx5S4BxUtNpANpqtrIJy5qhCLyseRqCsQ3Nf2u7wtxDmve5b0XfrnZ60Q/BJbhsc+W6jcFBL1LSsAdNaR12pElfK8Jau11MlZdmhlreVzn/scU1NT3HHHHTQaDQDK5XLzPcYYkiTh29/+9rzb+e53v8vP/MzPzHjtZ3/2Z/nOd76z4Pc3Gg3Gx8dn/ADYLMPl65MWmxeFaFayDTqv8anSqZd8Kn81ygkbHbrkRf8k20wpLxbKEFV2E1Mnr530E+dyz52peOPDdISptMGRc5McGZ3izHTDbzcd9QNhaTsq7vXk1bjPcx9c5rvjXH7etavnjuOjUxwZnaJhW/tX2GnMF1Mo4J/euo3dvR2IruDiXmxpG8pOY9JhlJt5nyzbKkJplKTEtWMk9ePnbXcuOMmxYpsBjuC5RbmjaS/z0NM5//GRV3wRTZvArXc4m+Nshtg8nAtPYj56ZpxPfeMYv//Iy3zq0SMcGx5Baid9WbC8o2VpUKj7LvhTvrwm8GD7sbbQfsFZ3uG7zOqDXivotTjWuAbYyZbQquSAQ3Qny14kicM2MsRdJi3kTz31FHfccQf1ep3Ozk6++MUvcsMNN5BlGfv37+fDH/4wn/nMZ+jo6OCP/uiPOHXqFIODg/Nu79SpU2zfPlNbZvv27Zw6dWrB/fj4xz/ORz/60fNejyulSyuL00RYCeoSdFwBteNQP+lf3zTeXBgqAZV79dLIAJfRIL1OUCgk6sYoTTp9EvIa0aJX+7OhUaYDySaIY4giw0Q9Qylw+RQmH4XyrkDe9N/ukUAUBfPG6TDBtgwrlecGM9bIqEQR2ztLzU8W3ltz2Rz8wq39fPjde31JTIGIwZkqUkpI0mGi9Cx53IushEyqFLiMqH4KnU+BnUIrgy1tZ+H7T3F0ZKoZ4MwFAT5/eJTfeOMwe7b1o0zkUzxB1dhvRZHllv/4yBH+7PBw8xyICA98He553Rb+w3uvJy7KXBuw9i0S0l9rfWjFPWKqUC7azE96zs6GaaVfLKTFWVolKG2IO6vzqh2vNZb8rddeey2HDx/me9/7Hr/1W7/Fr/zKr/DMM88QxzFf+MIXeP755+nr66NarfLoo4/y7ne/G3MBVvVs4q2IXJCM++EPf5ixsbHmz/HjxwFoTNawjaVKsl9EFAJV5V1+wJ96yZdjXourhsWiCA7xnTKbWASUF5hTpkoUdSKNEe87Ne99Jq3/yawfoGgXLxnD7q4KV/R2MFCyRI3TqKhnDjNE1UbyrHoemp2m5T8GJaPZ3llmR0eFpG0AFBG0UvzHu67m7+77Cf712/dzz+sH+O237eIvP3gjv/eefUTaO3/71m/vGi46QkrbiEyJOBtF21qLNCxuQQJxQU42gJYcnU8RpyNolZB3XkVe2YdpDKHyiQWfVaUUX3nq7AUFuLWCv3zyGDo969WMtfZ8qlCeUkrz+399jD87PNyWDZJWNujwKB/9yisz1I43HC7qcRX3awylHT4b2Tgdxmb72hyfCyJ6+88y4JylMT55eRCPAZIkaRKP3/CGN/D973+fBx98kM985jO8/vWv5/Dhw4yNjZGmKdu2beNNb3oTb3jDG+bd3o4dO87L2pw+ffq87M5slEolSqXSea8nHWVMaW4TsEsGBemtsgemj0DthM/umOUbK248tKepxZeqVqJ++pqE103R5QFk6hh5OkaU9FK0d7f0YpgR4IA0y1taaYxSvlNKe/PJWEGsa5Cd8eaJyVbmXy8VGcwYcfWQrWgNO9XIUO4w51FeRuspE42MjiTiV9+8m8QocklbjtttR1iEYQpFrmN0aTtRPoHJx3CujlXac1wUvrxlQkk9ZAk0ikgs2jVQLsO6hu/JiqpkpopTESS9mHyUqHGGXJeQBXhGw1NZW/v8PGdFwXDaicrPQUOQpB+jFGIboBTHz9X5/OOnF8wGPfTYKX7zrfvW3UNtQ8GvDPw9rRPfCegavpzFBtUPWmNorSl1dVweLeRzQUSafJwCPT09bNu2jRdeeIEf/OAH3H333fN+/o477uBv//ZvZ7z2N3/zN7z5zW9e1v7k9RSbLU+W/aJCKb/CrezzA//kC76987WGgujm0pY/lUv9j532xEo75evDusoq3LKvLRRt5aV+pDFCmteD47fDOUvuMlLboGHrNPK6/9PWyVxKLplvt85ruHzSZw3sNCo9g2qc8V1cpW1eTO2Cg3+YPCRrdS2FLITRyisBt22jqxRTjiOGayknxmuM1DJsG6N4Vs4oBDteAycHSPpQ5Z3ePkFpjKmgxBI1hjChpJWkp0kawySNM0SN02g3jY06yEs7yEvbSaNuH+AA6ARX2YdRiqh2si0rNROCY2tHfEH+kxPYVnFoJajaUXTjFLp+Ep0OotMz/NUTxxeVDfrSEwt75W1iOQgZyKg78HRqvt3evUZ5OiuEOCGbroVMzsU/f0vK5Pzu7/4u7373u9m7dy8TExN87nOf49FHH+WRRx4B4POf/zzbtm1j3759PPXUU9x33328//3vn0Es/sAHPsDu3bv5+Mc/DsB9993HW9/6Vv7wD/+Qu+++my996Uv8z//5PxckKy8EHZl1a1VbMpTy0uKdV8HUKzDxDHTdsHF9VQphuEJHhbZMzXkZmjApNj2RQvvxRjwvFwEq6iCKYtJ8gjS0WRdlnnk+Ef4UnEuRbBxcGX+tDJQHAl9hsc9ayF7a6ZDJmX9VrJQiMYqBjhJbyjEj0w2GpxukNqK7rDHKzflRhded0iHscSrBRlu8lQMKa6vYqIaWHKUMohKvI6QNSixWKTJVmvOcCGBNBQllq7h+kjzeipvD2frnburljx89vuDZEIF/cnUfU85SMiCmF1ydmo1xJJyamr6gBqZSisGxBlP1nFIcoTVkVmikOSJgtCKJDZEpfNghzRzWCaXYYLQvg9UaeTAhhjgyJJFuvj/LhUaWo4BSEjX9wl4Tj2GxEC3vgEbQFiptXeJ9vwkU6Chat7LqkoKcoaEhfvmXf5nBwUF6eno4dOgQjzzyCO985zsBGBwc5Hd+53cYGhpi586dfOADH+AjH/nIjG0cO3ZshofFm9/8Zj73uc/x7//9v+cjH/kIV155Jf/jf/yPZWnkAF58a40dqVcVSnmTyY6DMP4jZPoIdF6DUpd4yW3JCBLydjoEL4GAWlg2BGPF5nvbg57XxIi6tlDKoEyFKK9j6cReYEWlCP5OroHOx9FxV5ux4TJaehWANw7F1YPn2MLpa60UJaMZ6CxjtGIys9QyoSOZcXeglEajiYPh5wwrBKVwSFAV9wRlrROMjhARrLNYLC5008g8t1ox6VsVI6WdxPk5kvQ0qVK4uLftHlXs7S3zi7cOzFtuUsDrBwzfe/IkT5YibrpqF/1bSzz3ylmOvHoG54SREcOFmlGsE04NnuYvvj7GVft2cM3+XZw8PcJ3Dz9LFBniKGKgr4dD1+6jv6fKdCPnH558keFz49z5+hvYubWT8amULz/6g6aXX1dHmav372Lfzq2MjE3xoxePMzwyDgp29Pdyy3UH2LalUiw51hhhUbTeUIm3g0jP+WCn0NNBb45Ni4AXC9Wth+gin7IV6+RcKih0ck4892P6tm0lrl5mdWoRJB+D8R9DdT+qHMwQL/eHqJm9CS3gKg4kYpi5VL3Mj/MSw1yPteST5PXTuHgL1pQCwX/+bRgVEedjaDsN5d2o1ZC+F+fLjxjfbdWWnWvnCM0QvQuu67kIzlkcKXhHqqCvo0l07AO58z7nVYg1msxlOBylwC0qBl0Rh9gp38Gly+Qu85yksDOF8Wc7lFji2gmwNfLyTpzpCN+vMTrGWfiPX32Fzz821NTJcUEn55pqg3/5EwMc3N3P2XOjdHZ2cmzwLEdfPcNt119BVzXhe8+e5BNP5VzouXjwPXuQtMaPXjjG664/iDj41vef4p133oYA3/z+U9zxuut4861X8+zLg/ztdw4zNjHFm265lp++/WbGJ2s8+F+/zJ2vv5Hd2/t46fgQLx8f5NC1V/DS8UGSKOLQtQcQEX749It0VCu8/x0/QV9naW2HJrFe5FCX53W4v7gIHMF8ErIRv19xX9AcWu99W0XYmh+nzeLMYxcDl+fURscpd3Wik3hmRieMU+PjY2zdvndNdHI2nHdV0lHBlC7FFvILQIGKugMZ+RWvLVLeE0wWL9OHSAJh2IVuN13xWZzzfJEuERQB2WW+QvMdUULuckAwSnubAVPBRB3k6ShZ3EdkFn78/UQPTR+q1TgnRbdVPuUzOtoHOu2EZz1DxyXsgYJEKdCR7zASQYegxgdrc5uCtrufK6WIiGe+V/nj08pfc6UilFZtJGxvvJm6FunZb02TJ/3E6TBx/VWcqWLjXrTpJooiUPD77znIb/5EzJefPMXZmqano5NSfYqzQ2PccehK+rsi7K6Y0xPC3333JNdfuZfbbz5ALOP0du7hqy89z4vTpXlybsJ7b+znna8/yMR0xpmzYzz70nH27NhGmufUGinOecNSAUbGa/zwRy/RWa2wa2Arz7x4nGsO7Karw7tD79u1jRsO7mRrbzcvHDnJYz96EWsd737bGzh0zV60gtw6/urRH3B27EZ629r91w6X0jMY9qUQJ0yHvR1E0u8bRi7j8WKtobSh1NWJisJ4IwIUHWuBk2lra/b9Gy7IqY9P0tHZQbJOTO7lI0wild0+EJg+6jtaqvtamgWX+oPUnj0oghuxvkShS5dBHVu8pkvR/UZY7a/BYDtXpmW1atY+wEnJg/mkFSEiwpgEFXeT5FMcPXOGr7wgnJu2bO2I+Lmb+pqO3mEHEeWwGDQCLvOZnFXZPy+OqWwg2odAx4onQhsVNctORZeSxaFDMGJU1HYrqQUvT9P9HIh0PENZubWFQuXVoGCGIaaI98CaY8O4qIPMVIldnTgdRtePg+lGSR8S+XLGnh7DB9+oUVE3Nb2Nvzs8xNFX6hwdPEulNMCPjk7xyHOT/Hiqi2d/dI4dO89w3Y6YY0OT3FodZ6BvL39/ohbsKbxWkBO4stzgf7muk8m65dTwGGdGxtk50EscR9TqKScGhxkcHiGOIw7s3s4rJ07z/JGT9PV0klvLmZFRHvvRS9z+uusQEXJrmapnHB8cppFm7N89wMmhsxx79TQHdg8gIhw9eZrurgrVckLrrK4AC348kH+Li3spFRx04rmU2ZgXDizv8IE7XPpj9HKxgvMvNiObOEfSUULHxbNVpGwB0csrgS8SG65cderoy2zZ2ouJLuP4TZznrjSGfHq0vNOvGC71IEEEJPXBmTL+xlVmjuzNJYogl980jjQlX4+HVd9/EaGeO0ZqDbaUY6rx6hHzrLOkrtF02zYoTLgGaZbxn776En92+JyP5WaI7G3lw+/aR6wBHMplaDtFLBZd3omKqquyf0Dbua6BihGdkLmczGVtMUtg14R9NEqTmMRnpZZ1ruYpjYpAPuYDnbiHmWVi8ecHXyrLJDvP9NSgMZKjbQ3t6n6V73Jcso3RiTqvnjpJXO5jz559TDXge0+f5MXjQ3xrOOHpMc2V+hT71RCvuO28Iju4aYvjp3cK1+zfyY1X7+MvvvUUX39xFBWX2dqR8FM37uLbzw0xODpNNYZrOh3X7dnCG2++hldPj/Dkc0f4ubfexsj4FN/+wTO8/qarOfrqaUC48aq9xJHh2OAwr5w4zW03XsUj3/wBlVKJStnf6wf2DHDzNfs4PniWp54/Spb5DFapFHP7LVdz7b5tJNHs8zn7esyeVua6XhKUsNPz3y/is3069s/hYiG0jZMtTaYLQ4W3BtLIgveXhEnZeHXgdBSSLSHLU9inXKZNEjPKVbSdk7AQEOt/P+O8hsYQpf2fzUVD0DVzYHPQSeFfVZybVhA7Pj7B1u171qRcteGCnJPPP8vWndsx8WUc5AAEzxCf0al7Owi9tGM6fq7Gw0+eZngypb8z4X2HBtZOU0PET1iSB6+iy7hW3QzW6n6Q1eVVDTBFILWWVydqnJlucEVvB/2V0uplcgIX5djIFA8/NczIVE5/Z8zP3dTHn/z9IH/22PyE2F943Rb+w7u2YWydiFA6ird4f6TVDrJnBDoRGRGpm2PCC4hUTGJW7zzNQCFZAG2T1ay3iCW1DexsZ3BxaGtRKsLEJZ8xapxGasf5xuFB/vgvnmWgt4v/45+9kQO7+sh1Nx/+y+N8/emTPBB/krebJ5ubetQe4r7sXn760H7+z/ddCcBkXainObkV/u9vHOfhp8/OUIF2Ar/4um38h5/bh3OKNLN0lg2CZqqeI4HgX0oM5VhQQGoV03VLFEfUGxnW+W6sjkpMYsAoh8NQz4TJWooCujtKJMahsT77RXGlikm9eGEu0c75AiEVni8z89fFQk9Fi+fkFBNyUyVZn/+Vi/nsQlCzAhiR1oIU7cdonfgfNM0O0SWO3esGW/Njn67SCmzytgYRDarkZSMKCG3vC6rdKm5eU2cd6cQUcbWCnmcxt5beVZfJmV88bLpR/I0UTbfgfMLffKqDxawQMutmmQMGOfivHeGe23Zw/3uvJl5NiW2RlteJqYYH+jINcCCc3wSM9rwRO902EK/8uAQhc0IpMuzsqtCdrG4nnTeHfOm86//g1y/Q1gz8+eFRfuuNHezf2gVxF2pG2W6VoRQQJjFbR2uFKQwq8VyY5o7BLK7Oau9L7MvC+YSfYGfxsgovKaV0WKXO+DCiNKLAudxzheKtoKvs3h3z3jeO0NnRSXdXB1bFPH8m44tPj/HZ+JPcqZ+esaU79dM8GH+SX33yQ/zanfvoicGJwhjDg984xsNPn20qILePc392+AxKKz70jitAa5SJsU5wSqg3MiJjiDBYDFlumayl5LmlpAxdnR2UosK9XbzbvPLFu6pRVEOGR7UFLguPsIsIFsIW/YQ411jUyqTNHSDN95GFy5er/tmm3tme1hjoUp+FKoIEFSFJH+jyGrZRS4jtfIApzqEkB9WWdZTifM+xAC14Mq4Rgv1pP/fMDtjmulaKkNmaP5xYz1zKhgtyNpxWXKGCPPmCb+Etb2+VUObBbHPA9gHnoce9uvTH7r629YEmAcwB5w/g4U1zfJP4B4cg5qfLzGwFv4xRTMCm6jM6diqsyFbe6aGASmSoRAZBzhPCWykWuv4Xglbwly8Y7t21jYuSclcK31ruMC5F6QSnkxDkmNbdF4jGa7sfpq3FvdN/b7jvPb/JhRLg+RCtERQ6lLVOnqvz5aeGOTMR09dzJW89OEpXNM7xsyX+r6+8zEH16owMToFIOd5unuQKO8hnv72V7rGjVCslplzEF5+f/1oI8NBjp7m+I6dMxs/eeStPPPsKz7x4HGsdWiu6+vo5mpZ48eQIjalJbuiFgc6Ef3L7TVy5q5fmc9v2Ncu++qt121wOC1al/Jis4qCKIK0fl/lyVn3Ql0JNZ0s+Y9nPVtGF2FZGKsZvl/pt69gbzLbzmigCmblEZ0P5SJd8MGNrYbwrt45xuQgdjCvmcC0TGy7ISTo6UJcd6XgBRN3QdR2kI97+wU55leRZ7bcFjo3UFjYHlDY5+C1B3K1QGC5qzTNa/Jr/mftGLwYh07lqmY5LBkXd2FRAMpSdRooszwqOUymFaX58dc/Xha7/haCU4uxUvqrluQt/qW6WBLVr+Kq+9tyb5nle69uqOZmqwBFpve45OY7cZcwlFFiU8ZRSWAv/6ZH21nGfRfvU97v4X27MedeVUxw9M84V+vSCu7OfU5wcOYBp1Pmp22/hr54fR3Hal57mgVbw6EtjHOqq8/zRQf7m24/ztjfdzJ4d23jwm8f4228GTy0RBMM/jCjeur/Ce8rlZjViEytAm1ZSEzoIZ+aTkI8j2RjKVBFT9VnSIuA5bxsBM4K84L+Ga5WGBCR0GSpUU6hQNbNSM2qAM8fz8w8glBxDwKRWp8tUaUVUTlBGr8vyd8MFObbRaKWbNwKU9quE0oDPKtRfhakXvENu3B1SiSG4EMeXnxxEq7CCnwdawcNPnOKDb90dOqBcSEvGzEjTt3tHzbnykNbzsmFHyOK4E0SLz+pEl67z85efOn3B678QnAj9nesgwVAEj9qXCJWVViB/UeACHyH3nIPWjgGCURGifKeV190xGG08CRpp8nQ++tWX+fPHW6aa7cHTn/0oY1os1+3dxvNHJhbcmyOyg5sqEVOjDZ5/5SQvvppd+BBEOD1ew3XA4OkRlIIbDu7mj799gv/5/Kg/SimOyeObRyf5T199nk/8r7dgllnp2cQCKDKEUbfvyLINJJ+EbJTmolKXQ5ND5Mf7wky2WDSKl4Jomduq8LkgL6KMf/WCY/Bcgc9cWN2MS1OZQ1rFx4uJDRfkYDZYNqGA0p4Q2XGld8dtnIHacR+5x92BuzPF8LkzMzX25tqUguGJoFOioqDzMIeG6Vwrk5lveO2MiipwpJrp4eiSPPbhybTZdr0ciMD7Dg2EvwuNLGN0bIp6IyOJI7Z0d1CplECE6XrKubFJ8jynVEro7e6klERY6xifnAal6OmqYtoUzrM8Z3RsiqlagyjS9HRV6ah4s8vJqRpjE9M4Z72aQjljS1cHUWTCraiYrjUYn5ymUi4FjRdFnlvOjk7QaGSgwGhNV2eFjmoZozUiQpZbRsenmK410FrR29NJZzVwJMTOSzr2WTeDiBCbBOUUuctDK7vvpHFisWI5ca7RDHDmPLfAXz0zyr+6pYNHZBeP2kPcqZ8mauNN5KL5truJV2Qn9169hW8M+pJZ5AqD2gWuHTA1Nord3sXBfTv4wVPP84VvPMnnn0gX+JTib54f5chInSv7ywtufxPLh2oGO1X/I84vmFzdd6Pm4+GN2gfb2QREFSj1+wCpCIBUdF6gcgkOQzMhgk0zTBKvS5VlwwU5DaVpWCFW0iwJrJdnxqqj4ImUd0DSFwjJqU+F1l6FqEp/Vwci9QU34wT6OytBf+fyFr67qGiutHLWUtdhJejvTJZN8lPAL962g729FZxzDJ45xzMvHGe63iCKDM4J3Z0VbrhqH6Pjk/z4xRMIEEeaNLN0dZS58eq9VMolnnr+KFoZfuLQlZiS36eRsUmefPYIY+NTxHGEcw6lFVfsGeDA7u28fHyIp549Qt+WLrQ2NLKM3q4qr7thP10dFayFZ148zjMvHmfXQB+333otndUy0/UG33nsWRppTndnJYjgCXt2buWq/Tup1Rv86IUTjE9Ok8QReW5RSnHV/p0c3LuNkppGKUGirnnLdEU5wCiDVTlWcqz12ykc3P/q6bNcKL7UCo6M5dzar/g3w/fyiVndVd92N3Ffdi+/eOt2bti9hfy267n9lqu57roG3/mvT8+/YUBQ/MJtezgw0MXenf3c/Y7b+cw3j3CBNQ9awVefHuLet+9fcPsXFUW78ippM11yUDoEOxWIXet4JZSi4j6f7RGCiOrlO0YrrYirlXWjkVyaI/UKEOUZShwTmVCJNKXLxaxzsWgSJMuQBE5NkzBsuOvWBg986+yCmxCB992yk7naZDexABSeXCg5Pv966Z2/u24e4IGvHVnUe03gjBQ6OT9/Sx+/++4rkZCleezpl8lzy0/ccjVbe7uo11Mmp+vUGyn/+MTzbO/v5bYbrqBcihifqvG9wy/ww6df4uZr9zM51cAY05zwG1nOD558kTMj49z5husZ6O8hTTN+9MIxDj/zCsYYavUG1jneeMuVdHV0cHxwmG/8448Y2NrDVftLDA2Pe0G6zgpnRsY4cuI0N169F+ccYxNTHNy3k1tvuAIFvHh0kKefP8bkVI3peoPR8SnefNv1DGztIc1ynnj2CN87/BzVSsy+nb3hWVjIkUlm/FWapE+NBMuHs1N5U3doPijg1TTmuj09NHTMPz/9Ia60g+xXpzkiA7zidnLPbdv5yM/uB6XY0X8jlSRmR18H//R12/nzw0Pztv//4m07+NV3XQVAKYJDV+1k27OTmJOnyBcwwtJKMTKVXloZATvlnzW90Tz8ZqEYz5UGaTtWEzqdmu+5fCHO0ZiYpNTVuS5uBBsuyCmVyyRxhHNCah2xVmHourxvlPPQXkpSmuJS7tsacc9tO3jo8VNzrigVcM9tO9jbt4rCbq8ZKNAlVN5AxF6SQeK+vsrC11/BPbfu4Dffuq+loVSFu67O2bXjCqbFNwpPTteZmKpxcO92Bvq6ieOIchLT1VnhpaOnyHLLlft3sKW7w5eWKmW2b+3h5eNDTNfP17rJs5xXT4+wb2c/u7b3EUeGSinhwO7tHDlxmpFzEyilSLOck6fOUSlPM3jmHHFkKJcTGpnlpWOnSOKIm689wPOvnOSV46fYv6u/2WQSGUMpiYmjiCv27uC5l1/llRNniIxmz46tbO/fQhJHlJKYg3u389RzRxmfrLMYTScREGzTC6v5Oq7JM9jaES0Y4IDn6Tz96iQ/PjXVtLKobN3Bjh27uaVDuOvWK9k7sIOiDThRyldKleI/ve8aIq1mSAMUAerc0hCKnT2lC2b21o2HtQAUIDq6uAT4dcXs0n8Y1y+H7rILQGlNqbsTvU4CvRsuyMnqNXBCxWgmJeiRaOUlAtZ75y4S7n/v1QBtg6EvUYnAPbdu5f73XMlmO8UycRmcs/Ovf9tkeGtrMvzg2/YDgqRjXszMJJD7Z6ZSTqiUEobPjXNufJLuzg7yPCfNc8qlBK01g6fPsa23myiOmK41ODc2RUelTCnxE6a1lnqa+RIOsHVLFyNjk5w9N0Hvlk6yLOfU8DkAuruqTEzVSNOcY6+eQQQGz5zjlusPMNDXw6nhUV4+PoQxmh+9cIzxyWnGJ6Z56fgQe3f0A5BbS5rl5Lnl9NlRrHPs6N9CmmUMn5vg3NgkvT2dZLnlVAigOiqLVdNt6eQYZbBtBp4q/P7nburj//nG4KK21MqsKH50Bm7YWeK33rYLVWopm89O78dG87G7r50RoG7rTLhrAZHPxWT22nlYm7iUoLgkXNhXCBEhm66TdFSC4vHFxYZTPD519GX6tm1FaU1mHTXriI0m0coP+JdZqNO8PMvY93bF420dmruurLO3Og4dB3y31iWYibjUIeJQ+bjnM13iqfQZ13/GZChtC0SBbNwr9HZdQ2odqRMqWnF8cJgnfvwKeW7p7CiTZZZqpcSh6/YzdOYcP3rhONVKmUo5YWKqRmQ0h667gu7OCv/wxPOcOjPK9v4ekjhi365tVCtlfvjUi+TW0t1VJU0zpusp+3dt47ord/Pcy6/y4tFB3nnnISqlEn//w2exznHougM8+9IJpmoNrr1iN6UkJs9zXjkxxNhEjTfdcjV//8MfI0B/XzfWOian6mzv7+GGq/YxVavz5LNHqDdStvR00mhkTExNc/WBXVx/1V7Ks52RF4CELhcrFicOFSTyrMtwCL//V8f4wuNnltyfooC/+zevZ29fx6pzCP8/X3rugpm9GbpZlwKy0ZZOy2WwsFh1uMx30urE2/pcTIjzPE9TanVwrQDOOvLpaUy5jI7MRVc83nBBzsmXnqN/x3a08R0RmRNS59PCZaNXXXhtreCl+V0QQfMryBXvt1iYPg7pGei4ysv1Xwbn4lKCiG0Lci6tFP+iEHyYxFnEiS+F2AlUdhY6ryF3wpS1dEX++RmfnGZ4ZIKpWoNKOaa/t5stXVVEYGRswnc1pTkdlRLb+rrp6qxirWNoeJTR8SnAZ5K29XWxtbebWj3l9NkxJqdqxJGhb0sXfVu6iIxmZGyS8ckae3dsJY4jRscmGR6doKerynStQbVs6OvpwBjvzD06PsWZkXG29/cwMjrB5LTnMMSRoaerSm9PJ6UkRkSYmq5zemScyek6kdH093bR29NFPM+gO/OUtYbIpuFnOI8KsGLJbIpRmszB//nVYzOyqNZduCnXKPjXb9/LB992IGicrN5zOZcC+sJlrksARedR1HnJkvzXDIVVRO04Utm3up5xi/p+B3YKCe3tK513xDmyWh1TStBmM8hZNoog59WXnmfrjgF0SPVK8HZJncWKohL5QOdSRTF4Wuc7OBSaSEde/XU19tvlMPEMoLwf1lLM7zbhV1h2IiiXXq5BDm2aG4CdRDWGoOMqMoG6FToijQ5CdiL+viy4Ib6jKGwr/F4F7kjb18zgrvjupDDBOjl/e2EY8q+3XivsFHzvkEW5GqgSEs598X6R1rcV3wOzgpI5jmMxsMHN3bujq7bXrdfNEYdWmkjHRVGLE2fO8PATJxmuxzx1KuXpVycXJP9GGv7X27bxe++9dqYI4ipi/szeJYiwmPAdb6/BICefQBpDUL0CdbF9r1Y5yHG5pT42TtJZxSTJRQ9yNtzdMzsdppSXWk+0oWYt1jm0XoWsyJLRXiKYG4XehgupcD9w+gBn1apsOvI+K1Mve2VXWZl672sGhaKVnQ4tnZfpo6Nazt5NuMQfj53CUkG1FUZbwcvMe6TYxnzP0VyfKaC1On97s4KS1ne3azUpcArIUSS+hNumNrwQ5juOxcCJI5ccUa0HWCvtMzguRStNrBOfbQUQYW+344N3boPSdj71rVd56uTC4n9OoL/iQoCz5F1cFPb2VgIPaxOXA9Z3VF69b1dGUerqWDfi8SWWo1w58kaKzFoxKeX5OEZB3c0lzL5ytFadM16csdotXIwbtkbmUnKXkdoGuU2x4e+ZS73wmPaOy7pdsnu1YCqAa5nIbWJxcA0/e+sS6z0ErSp0jOgSeTpBw0Hpkh0VlM+eiQ0B+tp8iyAznmefKXKkzj+fxY+TPOyV9sEJ0HSwzyebpq533TzAAkmc5sfed32J9dGE3cQmZmEucdhlQqzQmJjCZotQ7V4DXLLD2XIRl8soff7FUUoRa4MG7CpV6EScT1k72yQi+tc9n8aKxboM2zYw5pJhxfoAJ/w7k8wPmjiMikhMmcgkq1eimg1lQCWQnvXll00sgKBD5Br+xwRhro2U/SoGNDuFiMOsS6ZzkVCJ/7H1lo7IaiMsSIqMqmnjwxXCf1YsVhxGGeJmOUHA1ZH6KUSXvBK50s22/vlOqVJwz+t62dudt5SXN7GJdUPIqopFrcJKQmlFUi1vtpCvFrJG3RMq5wjfjAKjFA0raCUr5uY4caQh86JQIYWdNXk1rmnacf6ic6bWhv+XD3BKoVywhpOMijxjf/ooZOfA7Fi777qsEfruXd1zmUyVDeOy3gYRi4jFCZRVjuIS7hpTtJzgbcisqdUvuToRrHgrBa9ifP5gr/E8HK0izxqyKap20pNl416vvxNwwbb+91wJtRchG5vfZmUTm7ioWJ32dRHBZhYVuXVpId9wQY6JFhD2UhBphbUOJysPcrQyGBWRi8/CuOAKuxwoFJGOfHiz5qtoBXGPT/1nY1DattlOPgvHz9V4+Ikhhien6e+Ied+hneztW3k75SUJsTiXcXwi4qs/OM7ZmqK/M+F9h7ZfgsTUQvAqAS3e5ycyrPZQppRCiUIrM4/7uLd4MMr41a6rQ/0UEnWiSttgFrfmQho3IoKUtkPtBCrqgKhnQ95qm3htQmQRLYZrhA0X5DTl1ueA957xA5gVIQqdGctFYd5n0Qg2aGas4EqGzo81R8ErKfVD/ZQ3g4t7NlYJZpk4v93WJ3MeePTVS7fddoXInOI//PU5/uzJyWaWQUR44GtHuee2HfyH91xFpAmk5UtIgkEZVOhuWs2AoHiutdKIuOYT7Rc1hX66whRlqnwK0mG/aEj6F1wwzEv+FYfoMirugcawfz7NpRZgbuI1BbHgUjArM25VShGVSqh1Gjc3XpBj7YK/V0CkIHWCUUK84myOJjYxufPbmS37vlhIs2h1kaAUJNsgHfG6OVEHx0fzltR/Z8L7LuUW0zVCEeAIXoK//ZI89PgpAD529zVccstscX5AEtsqdegI74vT/sbz9/ujX3mFP3tysu2YWwf90GOncDh+7z37MCoivpTa5sUiKl6DLKSE/zvfCBC4crGOfadjG5Rr+AAn6vCmucv1M1MKZRIob4fpE36b5T2bC49NrA904j36XH3FQY44IZ2aJunswCSb5aoVY74+/CYUxFrjRKjnDh2BWWGdUCtNpCKsWLTyImqOhYOtuXBRgxzwN3JpgGziCPf/7TQPHR7loPZmgd+RAR742s4Nm72YC8dGas0AZy6I+En/N+/Ywt7+Xpqmjus9Ebncc6vyCXw5x9CMzgr+CgK67AmxygTBOcOxkToPPTa36SNhK3/22Gl+9Y4B9vVVERxOiobudSYoK+1zp+JolYdWvj8iQi45ucsC8TgiMcn5x+tSv0gAiHtRK5AVUIVPkUog6oJsxJOQo44VHs0mNrFEKAVEoEogtZVvzmhKXZ1e3mXle7dkLGnm+vSnP82hQ4fo7u6mu7ubO+64g69+9avN309OTnLvvfeyZ88eKpUK119/PZ/+9KcX3OZnP/vZph5G+0+9Xl/WAeX1+nkt5O0o0u0l49vKG9Zd0MBuIaigRqy1v4BO3LICnGLvLvpdkPRx/zc1f334BH8a/wF/l/w7/n/xH/J3yb/jT+M/4JHHX+T+v3zhIu/U/Chae91cLfvL22DIgmR8+YmTzNGYNwNawZeePAW1k6HUNwLZuJ+QXOa3dRH1NY+PTPOprz/PRx85xqf+0XK8vs2Tyks7IO7zgayKgMiXVeqnoHbc/zSG+PITxxd1zF956ixOLI28TiOvk9l17spTgIp80Oamw08jtJev7Pz7ZJbP5sQ6Cc0AcwR0+YT/ztLAqugmOWdxNsPqDt9yno34+2kTm7iMIc6RTk5hs3xdaDlLejL37NnDH/zBH3DVVVcB8F/+y3/h7rvv5vHHH+fGG2/k3/7bf8vXv/51/tt/+28cOHCAv/mbv+G3f/u32bVrF3ffffe82+3u7ua5556b8Vq5vLwUWVSau4W8He1CZ5kTVlqQKTqhjI5wzvmU/yIgoshzsE4oJT7NbR000hStNUls0Gu5UlaKYyM5Dz1Z40/jT3KnfnrGr+/UT/Ng9El+9bEP8Ztv3XfJlK6cCJlzJGY1VgbOt9LbOsPjE82kx3xQSnG2UfGBRD7pW5mptQxPVezTu1EXa+mgPDd3aHImdyiaXVpyniQrApJBPsnwxPQijhnOTk6BrSM6Rs1S/l0fhO/XZSD2AabLgNSLNRItO8OmUL40hSce6/muozh/jfWFXcwX9b1BSVrpCBVvgfS05/hscnM2cRlDKYUpxejLgZNz1113zfj3xz72MT796U/zve99jxtvvJHvfve7/Mqv/Apvf/vbAfiN3/gNPvOZz/CDH/xgwSBHKcWOHavTxmyzoqV7EQiqwkDwoVkZCVljiHQMzouHFa2nc80fCu9z8+OXh3jp2BBvvu0a9mzrYmh0iq9/72mu2DPAbdfvQytF7hyR1kRGI0ESv0mG1JqTp88xfG6Ca6/YSSmOwoTbIpBa51AqfF4EFzJdRmu+9NRpDupB3m6ePG8fI+V4u3mSg3aQh58Y4oNv2zfnkbSdhGWfv6Ugd0JmBaMcottsOmZJ+zf3qbAMaPtv89e2hqTnoDRAf3eKyPiC3+1E6O8s+UBGlwAXsje5X9XbuudT5FOe2N3ecr5K5RRYLHdotumiaduPGHSF/p6pRRwzDFQ1Jh31VB+doJJe0EnTVuHio/1qGtAGsKjsHCqfDLYPOgSaxl+vItuyCHVkUP5ZXgim4o0kXWNVLD68P10xEXRB41XEZasirb+JTawv1u/+XXaO1VrL5z//eaamprjjjjsAuPPOO3n44Yf5F//iX7Br1y4effRRnn/+eR588MEFtzU5Ocn+/fux1vK6172O3//93+fWW29d8DONRoNGoyUGNj7uB2qlF0/8i4yhnjkazlHSqyCnrsAQBd+slufO+c2n/r+5zTk2OMw/HH4eay3vuPMWvva9p/ne48/iELq7O3j56ClqjZSOSokr9+/k7LkJjg+eoRTHNNKUW288yA9/9ArPvnScd955K5HSHBs8Td+WLrZ0d3D67BjTtQZxHHHDVXsYHZvi5eNDbOnu4OC+HTx99Cz71NCCh7VfDTE8PgqNuQZy7Qd7U8WvnltHuFZoWGG8nlOLFJ1JRCXSzUDD5nUvaGcilCmjML5zxaXYvEaWN7A2x2hFogUtDSTuQcXd3HVLmQcePbngd4vA+w4N+H8ohSf2GhDv80LUBbYb8nGkdgJUjNKJ51aYcnj/ys7PorlDF8q+KcVdh3bwwNePLfh9InD3bVcSVw24DMnHcLVBXHkHyniOD2slXDnn/gT9KZcjtgHkPpi3KdpOY6IqOIsixwv0ZZA5f23iHhY97M13PG3fX7CTVgXt36cTb6CbnvX7vYnXGBzYBiIZKhhMrxsHsMhSL/vjgk0zTBShzMWXKllykPPUU09xxx13UK/X6ezs5Itf/CI33HADAJ/4xCf49V//dfbs2UMURWit+ZM/+RPuvPPOebd33XXX8dnPfpabb76Z8fFxHnzwQd7ylrfwxBNPcPXVV8/7uY9//ON89KMfPe91pRd3Eyilmgc/nVuSRK9CjKMCrWZxW1JKEUWG/bsHGBoe40t/+49MTje4ct9OQPGdx57FiXDj1ft46rmjnB7x/jcnh85y5+uv5+9/+GNEaZI4Io4jOjsrHD1xmh+/fJKffMP1PPvSCUYna9x+67V8/8kXGBoeo7ujwomhswiKF46d4uyZM4y7gQX384hs55auDohmG6eJJ19m5/yKNu71k/kaau7kTpio1xifHidWDkoRJnZYm1HPGkxmFieG7tjRXamAisltRmYzxhsgUQVLmUoEvXGMMlvRUZV2ZdqHHj81J61DKS/cNmfg0LznDERV/yPWZ3byMWgM+WAw6g5ib8s/R19+6jRasWBZVCt4+MnTF/Qq2tdb4p7X9fLQ4XNzZxzDMe/b2hleKSNRFZWexaUjiHj+mUr6UHEXas2DHQHJcelZJJ9GRIdFhcYRkSW70KaE0YpI4cu94rwe1OTzUN4B1X3MF5i0m1jO2WEoQZsnH/d/xr1rU07SESRbUdNHfJZQXcICjWuJ16zLhWpqL4H2psDxFl8mX24H3zJ2Ack837ApULmMzWhN0lFBReujxbbkIOfaa6/l8OHDjI6O8oUvfIFf+ZVf4Rvf+AY33HADn/jEJ/je977Hww8/zP79+/nmN7/Jb//2b7Nz507e8Y53zLm922+/ndtvv73577e85S3cdttt/PEf/zGf+MQn5t2PD3/4w/zO7/xO89/j4+Ps3bsXm6U+v76I66HwKshTOUzmlrJWRFqvLQ9m1vdHxjCwtYdtfd186wc/4qduP8TQ8BgmUlTKJSan6kzXGiBQKSVY57hi73ZuumoPrxwfQgS2bulGK02tnqKUZqB/C1ft30mtnjI2WWdiqoZzQmdHwkD/FmqNjGODZ9jttnJVp+XPJnbyqD3EnfppItUiOuai+ba7iVfcTt73ut1+4p4NkdANMhaCnbGQtaiGFb6mufooIoflnF8RrEuZmJ7C1kfYGdUoJ50o7VACua6SRd2YOCIxMSIpNan5OEyVSaMYE0f0lPwE6L3Mztd8uaAy7XvnD7xnQykTzkUFXM1zeNKz/nxEXSEgXDp3ZHgy9fu9AMFWKcXwZLrwhsQHqff/dAcgPHR4dBHHrDxnpDSASjKwDVx6Dhd4Tabcj1rFCVlEkHzK/yAoyaFw/i5tRQUVai/eJziBPHC2Mvw1TrRCR92Q9CONESTZAWJ9Dibw9zLruP+rR3nosTOztIKOtDhOykHjNNgpf+1KAysa/BeGChnSDj/RVfeuwXdcmhBxgeu28qznZYuoE7quDwtmB/WGJ7rL9jVdRJ4HwQfZK9mEdTQmp4g7KkRJaXX2awlQssIWlXe84x1ceeWVPPDAA/T09PDFL36R97znPc3f/9qv/RonTpzgkUceWfQ2f/3Xf50TJ07M6Ny6EMbHx+np6eHUsVfo6+9blHy0bxX12YHJ3KIVdMeGSK88q7MYZLnl+WND1FPLgV1bGZucore7k1dODIMSenu6ePHoILV6SldHhQN7Bjg3PoU44boDO/nRiycwkWbb1i08/qOX6O/tplxKqNUb3HT1HmqNjB+/dJLxyWkq5RLXXLGL8Ykax04Nk0SGK/ftYGxiiv/7Gyf58asjPBh/cgY351F7iPuye3nXbVfNwe+YcSJpZnXstJ/MJQ9BThQ6fFQgUEirvLXQ5CDB8dulgSib49IRMol850lURSdbiaO46S4tKL8rYf4XcX4iCxwLb53BojIN7Sv6dmXa5UFax+6CeaOdojmR6TicoyScs/n2z5OGP/XoS3ziG69eMJNz308dWDiTU2Q4Gmeguo/j4zLPMUuIp/zJbT9/zdJRPk1eH8KU+lFx93nvWyoklJmkMYyzNZSuIDpG61Aa0yXQpfO+oxjOPFfJBzugKRmFagwhky+hyjux2QRIjtEGpTT//m+neeipxjz8Objnth187Ge3eCuU6j6vMVXcv2s1EYtA/aQX6+y+fm2+41KErXkukqn6hcJrNdApIBJ4fpNQ2Rv0ry4CbMMvzqIe/+9lXgdxDpul6ChGzeOLNz4+ztaB3YyNjdHdPbtisDKs+GyJCI1GgyzLyLIMPSu4MMbg3OLbIEWEw4cPc/PNNy9rf7J6bV7vqtlQShErLw4Y64i6dUznjo5IhVX+snZh0YiM5rr9O/zkqxV9XX4SveXq3Qg+1b5raxciQmQ0Wmv2buvx9j1acdv1ngistWLnnTfTmlgEozU91RL9t15Nbi3GGCKjcdu6uWb/NkxBZJZePnNgB//pkZf51cc/xEHrdXKOyACvuJ3cc2s/97/nqoUPJAQRGD/xEPcEQ8ssqGZmoa6rW5ouybbAj1DnPzyFX9T0MW9yGLRedKmfUtSDKIMTaDiHs0Ip0sE7TLVS2wpWktadV5l2WSj2q+0cSU8wmaz5skc26n+fbA38prbPgCdVSw7ZCHdd43jg0YW/cQZ3aKH90gkgkI2xd8tWPvjWfeddj0I3RsQR6djznIotFLykqBNtxnCNYVxWQ8XdRHEllHAv/CDNWGtJhsuncek5tJ1CV/eiok5At52SubdZDKAK//xopUidULMORZUoGSDGoSo7ScWQqYhT45aHnnpqQa2ghx47xb+6LWVfT5e/RuoicSPWo+d23RHGiot1ji8LhDF2PU7HCq+BiJDXU6KKwqyDmOiSgpzf/d3f5d3vfjd79+5lYmKCz33uczz66KM88sgjdHd387a3vY3//X//36lUKuzfv59vfOMb/Nf/+l/5oz/6o+Y2PvCBD7B7924+/vGPA/DRj36U22+/nauvvprx8XE+8YlPcPjwYT71qU8t74CSEhcU/pgFpXz9vqo045kjF8FcBAKtUgpjzv+O9tdKs6J23fa7qO3v8zm8xpEhbquFamOI2slfStFRTvj4+6/jt9+2v7mSf12H4a6rc/b2VUE7kMUMOKoVXJiqjzHOSxSKT7s2zvj3R52cn5b2ky6Shxba9hSnT+AaoKw1VgTrhGiJ13z9EM6Riv2KTDrxHVoW0nO+HGI6IdkCxOF8hmxJOgL5OPu27+Ge21ged2j2G03F81TSEahnUNrObBNSaQruLcA3Uwpd3gGugc4mcOlpHFvQcc/iOGrisPk0SIbKJ5B8EpVsQ1d2zpmxWSw0UNYKhwLdgYoPoF0NjcMAmWgefmpoRjV1zu0EjtO9d3T6axT3eKL5SjMNzY7AmX2B/rJnPtiPN4nHm7icoVDaoJYmy7dqWFKQMzQ0xC//8i8zODhIT08Phw4d4pFHHuGd73wnAJ/73Of48Ic/zD/7Z/+MkZER9u/fz8c+9jF+8zd/s7mNY8eOzcj2jI6O8hu/8RucOnWKnp4ebr31Vr75zW/yxje+cVkHJHb5YmAKn9VpWCHW6mLRuy4ZnJe9sHUvepeOXNCTZ16cNwEoT74V21LpNWX/Os5zEJTxparStpBpmHsS0cpPn8uVXlx/tAWFyviW87zsg53aZIuTYaqQT6Kyc1DeDVHH6nGHlPbXQ5dg+hX/nXHfrFOuiLTx+7lAwKJ05AM3U0an53D1MzgVo6OOeYIUHzxJPoXNJpB8Cm0SlAi644A3qlwhiu/VIogLLshxN4igxJKIZbTmS9ULaIiiFAzl/WRRhSg9i0qH/XWp7F227L0XHLQ41zZmBWFRURpl676sWZ1LumETm7g8oBRe7XidFqIr5uRcKig4OSdffI7+ndtDx8XSICKkTpjOHZ2xIVokf2PDQsQPso0zfiJMelulqZVut8nhmfLlmqKU5QJZVse+k+AC6U1pbm+DXCuRoLcz3erOEq8uLFEPJL1tWiqryB0S8SWzdBgp7QgBhsIh5C4PRO1CBPAC51kEEYtrnEVcHV3eiWpqzoRrLw6XjSPZuGf6qAgdd6FMyWsXxVtmHOdKISKIy70WzQyZCeFTjx7lE48evSDH6bfeto9fe8tuInKMNND1QYyrQWUPKumj6Rm26BKdQ2yGda0wXXshIrSOIJ9ATb8CPa97bZVt7LTPHJrqqt4Dly1EfMNCPrEOnJx6oBUsH85aGmMTxNUKpjS37dIlzcm51GDieOZJbI/hFskNaDghso7O6DX+gCl8JiFxnvim9Oq4lRcTpS44PI4W9yQEOkUpYBG7uKEmANV2XgBwtEoZ55+PVeUOxVt8B1NjENgZSolF8FgoDi7iXAeeji714mpD2NogptQLaJydRrkUEa9tY0p9gW8DoFGStQULqwcF80wOirsObeeBrx9d8PMi8E9v2U5HHNNwEQ1XwpVKxI2TlKdeRmWj/o1RZzhv2n9fU5Tw/ONRSoGJMIBz4qnz2mtsOWfRr01Czibmgo782CgW5GKSsdWKdXKU1iSdHeuikQMbMMgpvKuaCwDJfQSsAk9kDtVTCa2nWei2qhhNeQ6uzGsPoZwSdYEEPRwdec7Iajxk7doyzdeSVVGPvawx49y2kXwvwnequMev3tLh0M1UQl9I+XfOzSlQMbo8AI1hXH3Yj5cqQkUVtOpEBdXo5qIkeIixFrYRan5m0GL1kfb1eQmFilGIFhq6zDT7UKWtlKXmA51sxI83+bT/cNwV7unIBz+mCkohFIGcbnFylMJ3jimUAO61NwaJCKrI9L6GIaEj0zqHoDC64hsr8nFPHbgYUCpI2a7MDUBcaCGvVohKlzjx+HJAVCmjlPjSh9KtzICp+k4WjC+FEMiVSuGAKeuIlQ9wiiadDVH+WC1EW/w5TUegFAcy8Ob52XBQ2ne+1U748lWpnwtxcRbYGOgEXdkBNgUktMr7wG3m8+XJ1UpSxHTOtbE1xVI5TkopShqIYzLXQ657MKUBn40R50uwtuYniXzal3wLwjnieUFRtz8fYoIpqEKLRRFfkL9wQdHCyxGFHIFkKBWzSHOeDQkRmExTxus5lSiipxyhVRL0gxwXTRCw2JkVXAqlFHGljLlcxAAvdUg2CjYJXjYh2NGFd40JRn4NwPvNOGIy612tS9EaG2JerlDKZ8CSrdA4FTI62zdWmWgTASrwoXag6oPeYT3esuxr3Woxv8AEHLhIUpCwLzJio/nY3dfym2/dx8NPDDI8WWNbV5W7Ds3fpaaUIgluMKkIIpqS1hhNsBTp9dwjmyLJdp+pEouyU5BPohvngBxtKn5Sj/pQcRVE+fPQ7kAuglKQWWn6lh3UXu7hOzLAA1/b2RItXCcjxNWAstN4q5jyazbEkaDdNlrL2dZRIjEGXZStF2jEuFQheF6ONmY9Hu2NF+QoXQ0Ca5GvX2rrB4vgr4PWQOLF5WyNhmuQOUVHHPsWN8+CXO/DuDShY1+qysd9oLjpjrxxocvesiA75wdW07G2z4WkvkxmPOF5vbC3t8IH37o3SNmXfalpAegQ6MQorEDmhIZAyXjhSS8P5bPGRRu+mArQjyjB5VMoW0PbCVR6ChqpPwe6jOTTqHwC6q+C6UCiDu7/y5f568de5E/nEu58/F5gLmPWywWCcg0k9vyt1+44LGS5bQY7E2mDkoYuUU1D6csKIoh1rFeP02V4xhaGwyBEPu2uY1Al0BWah6oUKI2omFRVEKXpjA0xuV9hSbrsFvTXBEwpcCcuYBmwicsfcbcv86YjPgO6ZvCt1F7xubT+C1UVStq2TsENEfFZlFqaM13PaWSW3Pm2cxVEByOtKBtFpKFmHROZ5VwjZyoXxmo556ZScueVt0UZpnPD2VqJPNkJndehuq5DlXfgGRnhJLgcaieR2kmOvfoiDz12igfiT3KnfnrGLt+pn+bB6JM89Ngpjp+rXdTTtepQi+tO28goRYb+jhKjjYwjo1NMpNkcVs+XB5TSROUSerNctTpweb5gR1VBMm44R2oV1agSdHtCS7NLgSxwB9pE0Zbw0G3IenkBFftJwNY9IXnBlYXMuhSv7YHrskJRZkr6vHdSdg70VtbOT6jQiWn+Z/2gPJdIuTrtUn0nz07wvceeZXK6ThJH7Nq+lZuv2Ue1HFMKA3gjt1QTQ+aEqdQCgrOaH794itHxSW6/5WpKsaYUGZ4/fprnXznJ2954I72dZRqZoF035SgB08VEOolrNKimo5QrwpefnOKgHpqRwSkQKcfbzZMctIM8fPhVPvj2/bTWsEsfw9YbEkQSiz2+mGOHiDCZ5kxmOZFSlCNDNY4wF0nnRSlFZBRKKyo2YldXlf6KQWdw8QnZKz9mcY50cpq4o0xUuvjeVRsuyImS0oKkvVyEWu6ItaYzjrw4cntLM0lQGg28HRX7Vd0iFH8z65r18nlN/i7jejkQMmSloOOSL5zOFxCx5GIxKsKsR0F2EyuDikOgM+SD26SP1Q9CfJcR5IGHshalCll0glbNE2iNTUxzfOgsN161n45qmcefeYnJ6QZawa03HiTPLf/wxPP85E/cyI9fPM7Z0UniyLBv9wBnRsZ5/pWTWOtLEQf2DDBda3ByaISzY9M88+IJzo5OoIH9u7bS3xfx+a98lxeOHOcXfuoG3vXm/Qw3jrBfDS247/vVEGfODSGTGSqq4lvZg9UK8WUR6HjSbc5UltNdiqlcxAyAXwQLp6cbnKulRFqxo7NCJb74U6UG+soxUo7RkqFSy/KbAJaDQvNphVsxmlJXB2qd5r7LfMY9H1ltGmfn1sB1IjSsbxM3GiKtZhKNQykLXQp1cc/d8UaRtaBTMP9IWQQ43hzQ11Ot7wTkocdPcf9fvrC6B7su0N6B2dUXXcK49IfVTcwLpXzJKt4C+ajvGlqT74kB3RKHlNXVsfb8hozUNUhdg8yl5/3kLsOJnfcRF4FavcGJU8MMnh4hiSNEhB+/fIKxyRpnxyZ57Ecv8fyRQb7+D08xMjbBkZNDPP3cEaZrDZwI/X09aKP5+nefIMssToSjJ4b43uHn6NvSBVrz3Sde5OzoFN2dFfp7ylQSQ66qbOnq46jsWPA4j8h2ujs7qVOhYSHN67jaIK4+RJbXSa3DXeLleAHGGhlj9Wxd9rVhhXruqMQRe7ur9FUS1kNRpCiDGqVQ4rOCMy1u1hjiUFhWGiaIc6TTNVy2Mjfz5WLDZXLicnVeB/LMCRO5paS9V9WCUIGgbOIQ3GQtZd7CLbqZBoZjZ2vNAGcuiPj21N98695QurpMp36lEBXjSFCN02gGEFOdO52sFApDtJnBubyhlOfnuLrXgVkFu4XzvyMCY3xw4xqQT3liu4pWMfsgWJcvyG0wyhDr2FuGuBTyMb8PotBKiOOYjo4yu3ds5XXX7UeAZ18+zlPPvkKa5WTWEgV/OKUUvd1d7NjWy+jEFCD+PXlOHEdoozFaE8cGYzRZZsmtI4kj+rpK/NJPX4+d7qFSKYOt8d4bu/nUt3byqD3EnfppItXqvspF8213E6+4nfzC63aikwRBSMWQmhSdT0B6FOIeGlEPKI1RikRrlPL7eqnIZihgW7XE1kpCKQjILVKGcsXInXBuOiWzjq4kYks5Rmt9CY3WF39PVnpPKKW8SO+mGODqwNkc28jQ1blPqEER+xrVhYUclQpPV+x/xIYukFr4XeAn6JgvP3UarbigNPzDh1/lg287wIqN/dYRTsWM6QFsOk6vfRVT3Q1Rdc73XgqD5iZWiiAhYEq+pXwtppymXYTywY5r+KxO1MWqaIIoMNpni3KX4eZxPLNiwSkSbfClnjKFgOjWHrjjlmu5Ys82dvV3oxVMN3J+8g038OrpEfq7evjJ19/IdQd3EUeKV0+fo1IucXDfTqam61TLJRqNBuUk5md/8jaSyKAVXHPFTno6K5w8PUK1HHHzVdewq7+bkppExSXoOIjoEleWhF+8tZ/7Hr+XB2d1V33b3cR92b3cc9sAB/q3NJlEicsQKUEUofMxJDuHc9OIjrCiSMXhom6c6aFsFLFer2dWmnRrBSRtpY3MCVqJz2hchH2rRIZ9PVXKkW76421iZVCF+Nw6YMMFOUrreU+mVpAYReoEckdHpC+s5DijnBUBJijc53hryBxsxvBkjab6/bybUgxPpb78pePAAbr8Ogm0UiRxmbONjC47hnEpMHeQs4kNAlXwZgidUGs0dBTBjimHkmi6Ks+Jwk+QSoNgEefmzeg4sTgn6MJeQxkUsHNrzEBvJ0bTLHN3lmPedNMVODngB3IBYxS91+/DXrvPT9rav37jFdvDNwha+8Hiil29aCzbu7byuqv6QUUYZTFSRzWCCajpCB5Owv3vvQalIn71sQ9x0HqdnCMywCuupZNDM/MgbZ5hQNyFqghaLOJyIrHg6kh6lhrQoBMnmkj7yf2ia4aJC6GOhxVhIrWM1hp0lyJ6K6UVz5PtbcxzBUyR1vRW4+INmwHOKkBEyBsNn1xYh2zOhgtyTBLPy5uJlKJiNCOBOQ8RHSFaXzxCRKpiIHyXWPo74gsSG50I/Z1VP4DbOi2y8+UFpRQVo9ga19Eu9vL8m9j4KAIbl4FZ66FDeV6creFF0Aqn+pVvVze9saT52szViSC2FnSgdPMdSin0rDFaKYhNkX+Y+Yvzre9U258Sxo4GSI4xEehSyGVEqDx0elavmPG5JIr42N3XeNHC0MH5unmNWc/fJ/+nQRXWKdKB0jHVxjBOaqS6yrSqEJmYUsimaC5Gdkc1KQC13DGVWhrWMjydIgg9paVbi8yGiFDLLWnu6CrFc/Js5iOdb2L5UFqTdFTXjXi84YIcRMhqdeLq+S3bSvl0bFcUMWwzzjVyEh03U7TLurWDGvBdt+zmgUdPXmjXeN8t20PHlg02ExJWi+0D4KUPLSkdagoq/ZdloLaJZUBpcCmST4Iur/3Ep2KvqOfqQZyvwkolU5VSGAyRdmSuMD9tBTtKBC25d5TSq8kHaoNIS/wQ43W8gmCgAt9hZus+sJsxNvh9hFU0ZlUKom6ULmHyScr5BNqN0tBd5HEXuWhirYi1JgpaQGuFIvs0Vk8ZmkpReL2YLeWYzlK0opFRgFruODFeozM2dJXa5EE2saYQ62hMTHrvqvJmC/mKfbFwBAAAk25JREFUoSNDXCp7o7d5nH8rEXQ5w3TuONvIKRtNT2IwKxjQFmvy51dbRWCj/arYjvunUCfMaMkuVpzrvroILWK0iI6q+Lu+PNpSN7FCFAQ2XfaeVlGXz0iuJZTPamCqPsixtfDczBd8yBzJGRc6tVo8IoUQicWJRbl6m32CwqERpclNGYVGzTOOLB3SKnO7ht8vHYjVTSZK8dbcq4oXyu1rilAGNBVvlhpbElsjyiawjXGcinAqoaESGrpCNU4CaXkFC8MFYJ1QyyxbyjG95YTEaGLT+r7lQkQYSzPGGhl95XjTvuciQmlF0lHdFANcLYgI2VQNHUeY6PzDK5gFvYmhpBWTmfWaNqvw3Ys3+Su+MAGT0BIirIOyrfcgNHV61lPmXAjdZfXWC4VOzmYW57LAigQqi8yDWEi2oOqnAiftIkApr1FlOnxw4Gqgq3NzgsSbOyKKpjmv5LQCnNbzoxHKWiM2o66rONVeDlGAwYmsUuuwBJXwht8/FftjmItnJBbSs+Fc93JRVT7CokpFXeioEy1502i0bMdJ83HqtoIjphTFRFEZrX2GxYbDXGkwopWir1wijjSV2DTD0tUY+hKt6KsklOPNbs+LCRGwaRZ6CjY5OSuGUoqokiz4oHmCoJBo7ztTNavTIjjD5C9MKNsWqpe3f6kuhWAmLEWF0E5b93+ash+859zGGgY/gXPkV9Gxn1zEAQ7yxK/qk60srHy8ifXC8gUqpXUPSiOQjWOkILVKUea5CIF3U6yzDDZH5aOILtOScQj3aGFiKEJzUaATH1SEZ95vr+14RdAu83lJ5fk6RkXhzxUOyCIhc5NB0c2lK639mev92Tiko1Da5n3iLvbCRjXDCp9V1ol3S5ecUj5FYqfIbQqZxWYKG3XiTAdWvF2FVprE+Ky4wnebOhEiPTPrM9/4rJViSzVitYM7BWwpxXQlsd+Xi3Re2xOLm1gfbLggx493ixMS814zmpp1RNqs2o249Hp5Eay0D6riB3FF4CRMNl/2hqMqrAhLrEk7urgQzOShwyUO7bSqVVpDQeO0T3WvtYHjJpaF2QKV7bXUhx4/Bcxh6CgCuJbNiY5BVzwpVrIQ2tiLJ15SoCiXuZrfv3bbAh0mRmVoBjpFEFQsBOYqX5sKiWuEFtcIo2N0CG6WR0JtK+26zGfAVIT35Apt6XNYzTSzZfVTqGSLz+JcKs+TUigiiHtQcRdxWPiIncLlU+hslFh54nBGTAPTFLGrSYLFUDKR7yhTmkiZGaRstUqZmoUPwe/P6uYRioB6vo4TRWaFRppTTiIi449VZtxTF3qIikWv48RInS+9cJKzNcXWjiIbW6Yp2qci5LzgUDUfgdkGmUWg51+WGa+tJpRSmFKC3tTJWR0IgrNu/vsuoMjmaK2ppTnVSDUHt0sCzU6IsBI9DxJE0yYg6pznPRdAM5BpW2+oMAi7ut++isJquI0AWTwHUZfP8KQjUKmwKnomm1g1HBtZrEDlvlamUdqCGxXKRMVzIc5nEwsl8PWAMiGLk4QAv/mLWe9b7Pa07/7AhuMTUEUn1zIG/GZZKsfr7BSChgvtlCDiUPm4D3Si7ksvM9qc/Ez4a4TSCSruCZOsz1oZ2/BjgqsjToiUQdC41C88VVQhJyFTMWLKKOWJzSpMtEYEcaDVanGh1gDFNXaZf07sNHNNOKISTgzDEy8Oces129nfa3EqYspWqaUQR5pqbMks5M74bKIokljTyHKMEjqSnHom3P/ICb709ChX6kH2qyH+Xrbz4Nd38guHtvAffrpKWSaQyj5c3Efq/CLYBE2TJJDFMxGsa2kRmSCa68S363stIk0haaNXySdLJHhXVUpElYvfibvhghylFCZZuFxVRLS5eKGpijGXsIX93CtQwA+gLgvcg0V2ghTlJ0lnBTht3wehTbi9u2OOUhnaexlNHw/BVs+ls/rcxBIEKk/wwbfu8i8UK1MTRPDanguF9hkTXUJs5q2Q1vYQ5kDIYEoGJKy8rGHAbIEwSXsLl3RpIoTNZyo8i6i24GZxZ0jZCVQ6AuXdgdB9GTxHQdG81fGWoEwV6KXIcuiijCjWjynZKFF2BisCST8u6iR1CUr5Un0sQj23lI3P9igWl11YC1NkaV7X3AdxLhDC7RTkU4gp40w3me4k0olPNLaTsZVmsnaGIyeHOLCnj33b+6nnln945jiDp8eopylvuPEAI+PTHD15hlIpYWq6zpauDtI8p9FIecutV/Hgt4f4/guDfHaWAOSj9hD3PXkv040d/FTPMVQ8wlvecBMd5ZhYCXnw4Sp0kzKBSPmgJhUw2qBUjNIxShucKKxzTVaEEUE7QTnXLD8uJ/BUen29qzZckCMi5NM1ojie96QKULeOzAolo0iiS0m2ewkouiLsdMjkXKBsJdK2Sjctjk1zoggDvViIYlqdXvNsUykggaQPqQ9BRxV1mZgAvhYwPJk2M5bzwQtU2tZEpXQrK3heXBsCW52g8mnkgqn2NYIyLa7aShcnoUzlMziRD+LsVGhZ75h7+yIzjl25Rivz1aaQvNhTo2wN6ich7gtlqkt1wbUUBN5L+7FogagLVc6IbB1sDcnOEqFRUaf/nWhyrahbP8GWjS8xzTe5tnPODmovjvgdGeCBr+1ctClysei10vIa9EcAun4K1RjCqpLPdJCj4x6ksoeG7mQsN1gHncbTHWKlMMprsoWDDiIFmlyVGatNc3pkEkHxwpFBujo6aWQZY5N1bt2/i8PPvMJ0/Rxvvu06vvX9Z/jWM6f42xcm+Wz8Se7UT8/Y7zv10zwYf5J//tyHeHnsOF0m401X91Ct7ELhM2QigsP7sZWb2R1HCUFcjpYcpSM/F5gKYjoRZXChYi0IDeu7D2OtlyW3Is6RTdcwpWSzhXw1oJQirlbmD3BEyJ13Iq9EmpLRl25adDFQsS8fuJpfPWLmTo2L+JWmCyJnKpkjGFEs6Co+5/crXy7LRiE95wmTl2fIuOHQ35mcV4efDSdCf1cliO0tEjoBN3IRrnLLObz5jBZt5boUTHMzjo8JDz95huGpbPmr+OazEIPu8ORm1DxcMwHrAxulhKapr46XHqC4DBpD/hkqbSNI7y1tG5cLioywKvlxJupEucz7lNlpyM5BPk65GuN0iVQi6hZKRhExd/nq/r98gb9+7EX+dK4sx+P3Ap5zNvs5kOa95XDOklrb7KYrpIBEclR6BnRCVtpDzWm00lTihEw09dwzYLpCp64AuQiZdUw7b/LZcEKeWZ596SSTkzUameXE4DB7dw6QJDGCEBnNzm29XLV3O6eHR7HOcdXeAZ598QR//2qDg+rVGcdWIFKOt5snOWgHuermG/i5g4aegWtRpYovwxICtTmGAFPoQ4n1GSpXh2wclU+CqWAKeROxGJXhMKQOUiuUjc8IIW3sIkW498+//5UCk0SbnJzVgoiQ1xuYJJrXqFMr1ewyWae16OpCl1teP7oUODQw88hC27cJfIZVPGhRMcQ90BhG4i6UuYwNSDcQ7rp5gAe+dmTB94jA+w4NLGGrCgmcnLW9whKeT/FkTZkV6OgKmc3CKn54iZ1jF4CKEBP4ZsYxo2wVShjK1fxzZ4LlxEJl5YWQDgdl4wNLKm9d9lAKL4SoISkBPWAbyFQdNfkcRseU415qppealKlEMUUvXXEfFJyzP50vyxF9kl997EP8q7fuY/eWMql1nvskGbltgE3R5ETklHEhQ9EeEQjEnUjUA7qDWHsVa6UUVaPpiGjKjxT3nlEK0QbjHArFzv4tvPHmg0zVGtQbGft39tNRikmznIG+G9i5rS9kEWFLR4lDV+/FiaOSRNx2wwEemzrDAX16wVN5QJ2mt+8g/+T1fZhy9XxtpQV5zWHBQAdIt6cduIb/UOAcGTuNVglGxzgnZKlFsLPkFQo+p79KxTlRRdnSKZSUwYWuyGZTwNrf70sKcj796U/z6U9/miNHjgBw44038nu/93u8+93vBmBycpIPfehD/MVf/AVnz57lwIED/Jt/82/4rd/6rQW3+4UvfIGPfOQjvPTSS1x55ZV87GMf4+d//ueXd0RK+YhxnpOnlEIjlIymnluUcpS0agY+lx3a22tRgfRoZ3ZdFWWq5ipq9Y8z1WWfjU5HoVx0kmxiPXFBgUrgntt2LC3roZTn5qwxnDgymwFCpJNZ4m1+Zrn/r17hoceGl9Y5thgo5bMythY6GWfdy2JRyiBmpfe5QH0QKvvmUDZ+jaBZ+oggipDuG8FOI42zkJ6mJGdp6E5qyTZU1ElHHDfn7C8/dZqDevCCWY6/ODzEB+7YSZaNo+3/v73zjrOiOv//+0y5Zfsuy+5SFhAE6YJiAcXeG1aMGo1doySWxCQaTSwxajQRjMafRgVbRI36VWxRI2CsUSkqIHZ6h+17y8w5vz/O3Nl7t7F9F3I/vq7cnTtz2syc85ynfJ5aQoZDQAhsK4gwQwgj5LFbJyL0Uu+DVArpSDItgdXMOpE4LoCgaRI0ISeYTf/C4Z7ZCG0uGtj0pmL4oGL/++ghfRm6Os5Ly4ubPB/gB1XE7tlBTMMkmbC1RUjuiwhoOpBkeDQIwqlCKMeTT0JElEnc01oqpTCQIB2kdD1BUXmJsEG6EhWpJuBWIWwb5Qk5Qth6k2C0z3dqe2iVkNO/f39uv/12dt11VwAeffRRpkyZwsKFCxk1ahRXXXUVc+fO5YknnmDQoEG88cYbXHbZZfTt25cpU6Y0WuYHH3zA6aefzi233MJJJ53ECy+8wNSpU3n33XfZZ599Wt0hrTVrzFE2+RxB2AQTg5iUxKXAFAamoQh1IYdCh0KIOsFGxkHWJH6oC0+1sjtFwaKUi0RAoBcqtgFh56RDynsImiWo3KM4iaCylUiQ7bXWvLkd6MVA6kzhSmIbmrOm/nPbpsixVsHQE7BbAyKblF2nYaOaUM23GEpCZIM2N1vpdyUBIYRmuM4IQ6g3plNFRrwMJ/I9cSyigXxcuxdBK8TmqhgDRfNajoFiIxvLNmHVVJMRzMa0QxhWJhg2oomQ/gSU0matiCuxPH+Wtq4Noo3h61ob24d57lj2N77AEnVCjKMM3pWj+V724YTR+RiG6nh/rgRVSSBf/wkYSuHx9muLVyOmREcqYkppxnALHCNOXEiEUBgqhnKi2CKC5dYi1Gbc6sqObXdyF9T2jPbbQUFBAXfeeScXXHABo0eP5vTTT+eGG27wf99zzz055phjuOWWWxq9/vTTT6eiooLXXnvNP3bUUUeRn5/PU0891eJ2VFRUkJuby6Z1KwlKQTA3C6MRxuMEEt1O7AJrHImrJNm2id2EmavnI8lrzidGk9rmreLapJTgt6mH9kQnJMwK0o1C9beYVhYi3L8LKOnTaCmS72/vTIsTRmXQv7AXbcomLuOomhUQLEbY2R3aTqUUUnnhxsIgsc+vP4neN38F98z9odnIMVPAzw8e1MYcTx4HilOlv1vZdYthcp1tWfSU0j5sNSshoxTsvJ3E2biD4S9NEuVGILYVFVmHqwQxq4C/f+Ly2rsL+HfgF00WcUjsz5ywdz8uP3QUWLmIxDhv575JpZBKB6hINGFse9mc24rfvric1xd+wwyrEb8jZxpHjd+VW4/K15rHUL8unXcby+quhR+VtBRJassrMUNBrFDQ32jFXalTqyiXqspy+vcfRnl5OTk5OR3axjaPhuu6PPvss1RXVzNx4kQA9t9/f1566SXOP/98+vbty7x58/jqq6+YMWNGk+V88MEHXHXVVSnHjjzySKZPn95s/dFolGg06v9dUVEB6InRygg26Y+TQLJqUQjIsARlMR1W3v58t90FkSS/JPYNSgs3MqrTMihJnf3UJi5VGxlxk2oVmudCCgMZKsGMbdYvnOgGxtY0GkUKQaWMI2R1O1gwhBaOZBToWCFHk7Ztf1pqceRYVaytLdH/mCHt66YcSEQOtvWRToTnO5UQWQvhvmDnp9+RppDMzWNlghlGBHohnArM2FZO2KWS+97ZvpZjyoRRiBaOc8KsVOtIXKVNLmHT6KJM7I0joW09b8FvGOzqCLIfVBHfSy+C7Ngh4G6lMa6ezkaj+SH1D/5rooRBMDMDwzT1WiG0e4glBBJT7yUC8U5rY6uFnM8//5yJEycSiUTIysrihRdeYOTIkQDcc889XHTRRfTv3x/LsjAMg4ceeoj999+/yfLWr19PcXGqzbG4uJj169c3247bbruNm266qcFxpXS4mmFbPtnR9iDAoyRHS6AdlpSvByDZZ0eYHpeHAumCCTe+/H3rGXGbgGkEMK1sHSXh1mg1fNoBeeeDEAjD9vy8ugctjhzLaoc5TYCOtgrpDYJpsF2ahmahNM9KZK3W3gR6pQWc1kAYYGUgPGFncKiS08Z+wxWfTWNGveiqd+VorohPY+oexZT2LmhxFQqIuhKpFCHTIyrsAkbm5tBYuqBxyemClPSzhvREKJTOXRUA09swJwQh0/uj41O91qHVQs5uu+3GokWLKCsr47nnnuMnP/kJ8+fPZ+TIkdxzzz18+OGHvPTSSwwcOJB33nmHyy67jD59+nDYYYc1WWZ9gaIlQsa1117L1Vdf7f9dUVFBaWkpQghPJdZK9a8CA4EjFaobc2F2GoTw/CcCnpBTy8ot5R3n1+B70nvMsekIq50Ynp3eZ3rt+vvcOZFj9eFpbYyQfq7dKo+oz26lw3GS6SuyUQs4weK0iaqtSHAbWTncdMyuCCPIeYua0HK00ufMUYqYVGRbRos3yV2F5tMFtdNHrDOh/P91C1ot5AQCAd/xeMKECXz88cfMmDGD6dOnc9111/HCCy9w7LHHAjB27FgWLVrEXXfd1aSQU1JS0kBrs3HjxgbanfoIBoMEgw2JhZQC6ThoNtSWwxCaStw2zJ1PwGkMRpg5Sza0jBF38TouP3BQnVaoKSQmciPoLQZp7JwQ2u4fj27/1E5CyyLHCinN64DnMOEM60b0B4+TyrC9mkTdeR6UkvgeCiruJd7cDFZeWsBpL/zEp7XYgTB/OHEMlxwY4aXPNrKlOp6q5WhNsV7RhmdO2fHQfYJEc/CzEOyojMdKKaLRKPF4nHg8jlFP+jVNEymbDmubOHEib775ZopfzhtvvMGkSZPa1abW3m8hBLZh4CqF4+W/1ILPjviwbwdenzZXOy30a6jV0VmiGbZK5eqJ3CmHYBH/U5wf/2tIMB9DdylygO1Ejo0v5Maj2+Jw3BSEp530TFcyCiqKnxRUBOqcuJWLcKNo538vF1h0oz432NsTcNLvRuuh6ugwZExHv4kAAhhQkMG0gwa1s3idBqE7/W/ahUbT9HQ/Ei4kViCAkdH11CKtEnKuu+46jj76aEpLS6msrGT27NnMmzeP119/nZycHA488ECuueYawuEwAwcOZP78+Tz22GP85S9/8cs455xz6NevH7fddhsAV1xxBQcccAB33HEHU6ZM4cUXX+Stt97i3XffbVOHhAArYNfRVrYQptAZyeNSUuO6SCXItEwCOzHdS8v9GjJoNgGojEHNCi3oBIu8hKE74CSRRsvh318XfJq2rkVjvgq9E7v4rDgYHfjy+v1NCDtB/bz7rLE1IBNanQRNs6WFn1i5/h7q6wlC6Xej1UjkkZKe8GgmNGkdVbzO9aSdjdNato6EMAwCmRnbDQbqLLRKyNmwYQNnn30269atIzc3l7Fjx/L6669z+OGHAzB79myuvfZazjrrLLZu3crAgQO59dZbufTSS/0yVq5cmaLtmTRpErNnz+b666/nhhtuYMiQITz99NNt4sgB/bDGayOYAVuzabYCAp2fI+pKLEPQTdq1LkOL/Rp2L2naB0EpHaIe2wJZQ71w2O2YtdLY8SFMrZGQnjDRjbe7UV+FeJwUbpuORIKtN2FySizAuPjmq4QwI9DRWV5uprTw30okItJU3BNwDG067ED/E68Goq7CEMLP2p1Gx0BJSby2FjMQwDK7PndVu3lyegoSPDmb168iIxTGDNgNTGfbg/Ik+VpXkmGZqRlld1L89sXlTfs1CJg6vqSZ6CqlF7malV7unaK0r8GOgEQIuZnVNp4c0BQBtWs8zV0PXLydCq1F6Qm+YZVfgpWjQ8bTaB2U9KgvYl7KmmCHzzHKczYui7tkWyZhcwcjhFVSR7TGKyDcv0M1XB0BJSVONIZhmhi21ejYVlRU0KuoX8/iyemxUAqnNoJpWW0S9h0pNekT/xu6iOb9GpqJTlBK76xqV+ldfaCwyxY6TRgnkej8MKYwd6xJaWeAr8XovjDyZqEUCNf7N/1s7HDwnYsj+m8zs1P9/KJSU4cksmzvWKhnJu2J8KhZugM7n5AjBIZptVlCEYk0CP8jaNSvIQOOH5lJae+i5icV5Wjm1lA//IRrXQQhBFLqDMLCDGKmc2V1LZLNVT0RRlAvkMJtu7Yqje6DjOlNlGF7LO2dw+uR0OI4UpJlGVg7nIDT86GU5skxA90ztjvl26+f07YNqGUYOK7EkTuqVN82+H4NystW7tZs/yIjpH1wulg9mmBYNoWBYQid2yiNLoahhRzVyoSAXQUjoLVMKoomvko/Iz0deqevzVNCudrUKOwEc1yH1+UqfPcEEITMHXyj1EOXKmEY2BnhbnM83unefCVdza7YhslX002DaYieTCDZyZDaidLKxM9i3hhEwqmz+wx7prCwDLtTq9fcGcrLZbMTafja3RXvvvfQsFXN5RPUmibl/k9pZ3c8qDrzlFuDQKIsL6Kzk4IYHKnYGo1TFnOQCkKm0a4EnN0P0e2ke01BSUmsugYn2j28WjudJkfENxPIykMQAtV6CnYJuFJiGAJH6QHacR/8ViLBQYHSZGfb7bfQDseOzhuGndt1/Did4BSuw0j17k7UHdSpTpXO8Bsw8CbDDq58R4Qw68KoexqEACy9UMqIbqsRpLPMHmm0A55/n5BRn0i0s0M+4gpsQ5BpGdiG8b8zx3cDfE3OjkoG2OMgLJzqMiy3GtMydeSHmaHV19vZFSiliEtJrasIAnEgbArsnf35T3byS6RkaNFLL7TDsVOpmY6jG/W12/HwlwkhopNzlrQWrpJEXKXTU6AQKqHd02YxV0G145JpGZjsqLu+RMAs7SfyMwLg1Ohnpkf6RBn6eVSuDkF2qjwNpJ0kjHvEfJ11L9MapKaRZJ7S3DcJPq7Oe6+UZ56KuIqAsZMJOD31WfN8cgzLwugGk+DOJ+QEemHYNiJoeBNbJcTLtXd+IFeHlTZj4611NFdCyDSJSomjFJbaSbU5CQ4KGfX4TqzWcVAk+ELsPLBzILpJR1sFi5oVchypM/yGzO7lV0lGwkYvgJBpelySDUUwA4OIKwl75/SQ5rccvnzTARoNEQSqPG1OzwpbBXT/FJ5AY2ktgXI9E1atF3lleo6tnuN8R5tHlMfX08PCersdvoBTq/9OzDudPM9KpahxJEEvu/jOg549Ewm6T4G68wk5ClxHYoZC2nHNytQ7hdhmiNTql8kM1WXlrreLy7RNDMAUgEcMGAMCO5ETsvLIy6RyUNJByRgYYUwj6GXcbUU//XNNnVU5tqVFl8SlIAAIb/fh88l65SnPvpzYm9T/vSVQSl/vSKV9rbxrG0sIG3UlcalJIJvLXRM0BcqFiJQEESlcSjvM89FRzsKmDTHZc52Pod7M6kWE+ezdXsoFt8ZzTDa0MJKsTWjvPXWqdFFm6/Io7dRQCnA9DQ6e5rhzUl0ovz6dfLPWldiGIGwZPmXGTgEh0P6UPVGbIzDawFvXUdjphBz/oVbUaRrMDE2p7lZr9Xpi92AEUVYWmGGE0GrL5Cg3CwWmIOZKpBIETcOTSHfcF0MphZQxlBvVYyVMlJmFg44qC5pm26cap9rbNTevkrSEgYEk4kpPV6JfzKAhMIXwtSqO1P4wXsuxhIFtbD9Dvd9PpYURqcBAYRuiUcp2V0FcugQMQWA76lQhIGAKah1FxJV+ZJdtCExUl+U6W7Wt1g/5L8wKcEIrExIKIVIWgFYv5gKtFU2kNdhhkKx+M/VmxwjiE1vKGBBLeo6t9kVmudW6TqMHkBL2BCSbxoWhff86KXjBn0c8kldXSmzDJGCJFuenUgltd1L7euT8bwS11lDF0cmpe04bde4qnYXAttLmqnZDCIEZDKRO2gk7vJGnmUdlXL9kTg1E1jXJ2iqEwAIM0yAq9W4/tIOqOBNETNKNIN0ohhnCMAO+5sZUiogjiUvVMq1V/R2DWwORtVqbY2w/A3zYMpBJriFxVxGVigCKWEIwEQLbo1h3pKIiGidsm2RYdfdAeEJRg+ahiEgtRIVNA6kUEc8eZSc7yvpqGAPTE4C213ejfvuVbrNAEDSS06Z1vINy3JXc+PLXKeSNSimmv/0DU/co4cZjd8U28RJINiF8yLgviColPSfu1jZU9GzH45Yi2TxlGIDt+fC4dUR0vtY36d1vaVizNzSryqK89PmaNgulOzwS76hP8OcJfp0Q2p/Q4EZcSY0rMREETJ2b0PY2qi0tx1WOzigvDJRSGMLApPUBLZ0K4ZlDjaCeh63M7m5RCoRhEMzO6LYx2+mEnETGU9OyaDT5lDB09lojAFYmIh7UDrPC0/g0EHTAQGAKTRrVjUmX2w3pRnCdWiw7C2HYKYu5gRYqpFIojxCxycVeKc1B4lTrcXNrtd+TnQeBgu1OXEIITDyToFecaQniUhGVEhMImIb3uxYUTGHgWlrQiUmTDMvEEsJzEta2dh0FJXGVXvgtw8A29PJtepqLqCupkoqgqXPUmAhcJXElCKtld7ax9lsIYlJR42rTWMDQzwwd7M+VEHAUWgOVLGw+s2A94HLrMaXURRPVhy+ZJTpDm59o/1pPTd6TJv62IKH5JWHSCnj+OzGQLijhpRYw9feE0JPc72SBWwjiVj43zlnLM5+ta1woPW4odg/ZOLmuxHGcJCNxB0IlNGVxb0G2wHFAOB1elVQQcSQu2rnYEgJD6cxi0ml5fUqBKx3cpM2CZRiYonNpK9oEJSFughsHehYLuXIVKhrFDgaxwl2fu2qnE3KEMLAzQo0LOKknAhbY+XrXFlmrTVoNBB1tTtFKgJ72ZLcGCsepxrAaCjgJBAydpK7WlQQNg0bX/IS6ObIOIushWKwFxmCRdj5uw87MFxrMpsfXEIKsgEXANKh2XMpjDoYQWIbQk5jnY2riCS+iYdSEFmy0RifqSqKu1NEVKIImLVZhN9Z+7bAsCBqKmNLCGgn+DTpm/V+5tdYXcBqDAp5ZsIlL9+9PaUETEXJKgVCAgxYg27nAGgGQDu0P1epBSPYz882XiUU6ik+iJcw6k1ZC4FHxpGgzixtfW8Mzn0UaF0oXrgdoJjdc10ApxcZNWymvrOrMStASf+cLdAlvhY7Ks5msKe6RpqoEElpVsb67W9IASipysjIoDhV2+RjudEKOUgonEsG0W5i7SghP0IlrjU6oxFOjpt4IS0BEdsIOpwshUFim3ejaJ4S2U4cs0zMVNVGIikNkg3YazByix6450sAORsDU2hlHKuJeO00hMAUt8ocRQhC2BEFTl4HQEVNmB7kFCCEICoEttPmt1lWEzO3zLTWV1yX5mjmfb8QQ3mLZBAwBL32+lcsP6tgkd01XaHupHXbsd2P7EB4NhYWvuVJOnQ9P/dxBMsrKCqN5oVRp7dulBwzoVtOVFnCqKepdREZGuAMXIdVAs9VZgnCiFjcpkKEjEiwrknMuaa1yz9zsKnBjWkPWw+gcpFLUVNewafMmxOatlBQVdmn9O52QIwQYRitvsjAhUKS1OdHNWtARFskvpFTQg2NIWoS617/xlzShkWhawFE6061TBaFibZ7qBrp8IQS2KbASE1obJmVDaDt9Z8EQ2j9HKe2gHDIN7cjuQ4GS6EBagSsVUgd2I737Yyb1SwjBxsqo7mszERRCCDZXd10+KWUEwK3VUXI9ce7vaCSisASgLHzHa+V6r5YXmSWjzPlsVcuE0s826pQq3QDXdSmvrKKodxG9ehV0UKkJ4cbT7nWicJNUo2dq1+4FQnRMjb5zfhM+WD3mkVcuOn1JPX/UHgClIBTQfpqbNm+id68CzC400e50Qg5oR6dWPX1CaKEmWASRNToMOtCLBGGYoo4hs2c9Pi2DSpDbtbkAb5aOl0HtCq29sdpmmupI9GjVMXh8S1DrKmocF0tILLwIHqcWIeMIoXefUrmeJkqBEihh4gqTxN0TGOSHnO2mlpBK0SvTRjXnU9WhnQxCvJKdX5PTCBKLt/AclpNhhNhc7bZMKK3qPh8Kx9G2t4yM9mqSkgUbPduITgoLr1er/rcTBBzwZNlGC1NJ/+/edUELYjr/Fh3Y9w6D0Gty4hlzHAfT3H5wSkdhpxNylFI4sRhWqA2DaAQhWALR9eCEdJoCDwLVMykIWgIFjuvQrlRlbrXmGjKztB9OD1OJ9lQYQpBhGkgiqMgmhIqBGURYYRAZ2oQoTE+g9i5Ssm7B8BcOyYmjXO77z6Zm61MKjhyZT0wqLKPtfkYthUiEru7wes4OhoDCrHCTZsgEpFIUZnXdhF8fCSfj9j0jCp8rSRhJGuOugfK07AI6VMBpHknCq+huf7TkMPceJ+KAUiiZTAbStQtpz3Dr70AIYRDICLUt46lI2N1t7WCYdDMkAqubyIzaA+VpCaRTjWmG277niG/TYxLq02gUWhpNQygXM74VywAzoxQz3B8jWIgRyEME8hF2DsLKQJjex8pC2Nn6eCAXEchDBAoY1GcAU/coaXLoBXDq2Ez6hcuojVVT5UjinS17CNMTyjq5nh0OguPHFrM9Nz6l4ISxRV3TpM6Cv9hrzU1bCAnaU3Ui11xLfXBU0qdlaEJ46GFToGhh/7scQiC6MX3GjrdqbwdKSWLVtUi3jQRlwtRJJ90aHSLtvUAhQ/tNVDuSGsfVRHVKO6XpT4d2o0Og2+XgxKswDBvDCrZdOBG2ZiY1gj3u5e6pUEqhZAwV3aCdVIOFSTnU2oYbjxvK1PElXlg8HkOzviVT9yjh5uNHEraDZLmbCcpqotIl5iY9qx3WuzroBaOnsq02AaVSP52AAQVhLZQ28Xvinu3YfDldr0Wo022CROm9aSPvVJ0wo1IFG9U2ESe1h4n3KenftnbofwAqEfLWDdjpzFVCCOxwsG2aHF2CdqiVce2bY1hghDSjrSE8UjlJrSsxBb4dONAFpoGWIsHSqaSD60Y0qaGdSdsnIS+SxMzAT4WRRhPwXmblIGQUFduqd7jBYk9AbN/Y2abBrVN249IDBviMx72zAhyfIJdTCghgGuWYsU2YVi5RlUtMGn4kmp2IIvfMYe17ZgXCsDz+kx2E1VdJ3V63FpCaCBSr3femMdx43FBA8cyCDR5Pjg5iUAqm7lHs/b4ToIvnPb1m1mlwGvzu/T9hLhS+47AnjihRl9qslXUnx9H5zGmKNpf3v4PukXJ2Ok0OgHTaQTMvPEfCQL7+Hi9DIDWXi9BpAbJtiyyrjmgurhQ1UhJXdTvmtkKlaIe8slpQXso10sGNV+M6NQhhYFqZftqKtjXK0QuCEU774mwPCpRbi6pdBdHNCCOICBR1iICTjNL8MJcfOJDfHzuUyw4cWKcN8JzohV2ACPbGdsrJcjcSFNppudaV1HrayFrHJeZpJNsMIXRER48PI/feIxmH2FaIroP4Vohu0ESWHeRTVPceSnBrsN1y/nBkLm9d3Jef7ZfLGePzuHJyIW9fmMetR+RoRu8dSQNWH0ltX7W1hr++/S2/f2kpf337W1ZtrenYqhIfpX2Zzj//fGzL5qc//an/a+Kcyy+fhmnanH/+BQCcd94FmKaFadpYVgDLsjFNi6OPPoa58+ZhmFazn1mzHgWgpraWgl6FFBYWEamNJBnm9PM1ePAQ/5qMzCxGjBzFnXfd1eiasGLFCkLhDCoqKvxjq1evJhgKM2LkqEbHYO7cuRxy6KH0KuxNZlY2w3YbzrnnnoeTRHLoui53T5/O7uPGE87IJL+gF8cccyzvvfdeSlmu63Lb7bczYuQoMjKz6FXYm4mTJjFz5qw23Z/mIITockE4gZ1Ok+M7ObV33hC2jiKKbgKzWhPdJf8sBLYQWEIz7calIi4VDoqgaWCoOnbkxlIPNC5wKKSMaxMHmqROILz0C8lcNKnmMeVpbaSMg3I1/bhhY1phhGhHLqoEYts8hui0L06zUEpHTsU2A4b2XzK8kOKuHjchtIbCsCC6CSu2AdPOwxUWQsRRuMQUVDs6vD3oJYBufe4t4XHlpPqw9Sgoz7jhVkN0q+5ooACMECq6CWQUoSTtyoLt1xHVmwKnClQMhYkSFn0LC7n04FJML5UKThnUrNL3yMrquL52KbRIEZfwuxeX8PQnq1NYne9+62tOn9Cfm6eMbDerc+LJSgjkidtUWlrK008/w5//fBfhcBghIBKJMnv2bAYMGKDP9WbAI488kkcefijFsBQKhsjMymTNmlX+sSuvvJrKigoeeeRh/1hurg5Cee655xk9ehRSKp5/4XnOOPNMfH2O16ibbrqRiy68kEgkwltv/ZvLLr+cnOwcLrnk4pQ+vfjSSxx04IHk5NStLbMefZSpp53GO//5D++99x777bef/9uSJUs45tjj+NnPpnHPjBmEw2G+/vpr/vncc0jPsVcpxRlnnMlb//43f7rjDg499BAqKiq472/3c/Ahh/LM009z4olTALjxppv4+98f4q/33MOECXtSUVHBJ598yraybW25RU1DgZKyXZv/9mDnE3KEl7uqvXSXQngZzGv1js/M0AtGg9M0W69hgKsE1Y6Lq1xcKYm5igzLxBQJpzClGXabmEiVAjdeiTJCvhlMShdDVmNZOomoknGdPVzVCVBxJTGUAsPGNEOe1sbsONOZjHrRPzvf49JhUIlFdIvWBIb7tiiHV6dCCC85bT9EbDMithnDY+JBuVhGLQErh5gKUevqqBjbS0ehQ3FFveKacGwUFshaeqSQoxQoVwuebo3erFi53rvsmaYj67R2J5AH2HWh4a2pQ9ZCbCvCjejxMIMouzeOsJBKYhgmpkhiGrdytIAT3QBmiLrM6DsQlN7G/e7FpTz96WoUDVmdn/50NQC3nTy63dW5Svkh4sqL5ho/fhzff/89L7zwf5x55hkAPP/885SW9meXXXbRzfSEsWAwSElJSQPvGYGguLjY/zscDhOLRikpKWnQhpkzH+HMM89EKcUjj8zizDPPpP6zkp2dRXGJ9sW68MIL+H8PPMCbb77ZQMh56aWXOOmkk/y/lVLMmvUo9937V/r178fDj8xMEXLefOst+vTpw5/uuMM/NmTIEI486khPkwrPPPMs/3zuOV78vxc4/vjj/fMefOD/sXXLFi66+GIOP/wwMjMzefnlV/jpTy/ltNNO9c/bfffdmxz/NsMLIU87HncQlFLEq2vB7QD1szD0JIih/XNU086VwmPdzbJMnXfJMIg4Lq5SmIaBaQgsQwseDW+2VnG7bi2uMrCtEEE7jG2HCQQywQgQd2qJxauISReEhWHaWsNjWNhmCDuQjW2FtYOxYXXCA5XW4DQJJbXJI7IRrCxEqA/C6EGLluFxQIVLtfAV6guhPggzgBXfQkZ8HWFZToAYjnSpjEu2xly2Rh22xRw2Rx3KYi4xVzZi2hK6fBnvkTIOKL1Jcaq91CMFdQIOaGf6UInWvtSu1azn8SqtkZFO3TuvvDBppQVEncAzrgWn+FZ974WlxzijFBkowjUCft4jE4/zyDdnGxDupzcQibllh4CqGwNg5bZanv5kdZMWN6Xg6U9Wt8t0lSw3+SHvSfPROT85xzcnAcyaNYtzzz3Xvza5pMayDzZ0GU6IRakOxd9++y0ffPAhU6dOZerU0/jggw/47rvvGm2w8lwX5s6bx7Jly7Dt1PmgrKyM//znXU5IEkTmzp1LTU0Nhx12GGf/+Mc8++yzVFZW+r+XFJewbt063nnnnUbHCeCpp55i2LBhKQJOAldffRVbtmzhzTff8sorZu7cuWza1DwtRbvhaXK6yyy70wk5QgjstoaQNyxN78btHHAqNBleMzO5ENo5OSAEmZZJfiig8yOZBpZhYBiNCTiJIiXSiWJYQd9/RgiBYWihJxDIJhDIIWhnYpohTDOIYQYwzCCmaadc0+FIm6iah5LaPGEEvASlqWzZPQLC8BIj2jpBrZkJgUJEuB9Y2RhuJYH4BjLdreSZMQoCgvyASY5lkOllXC+PSWqceouxwPPT6pESDqDAqdHaEjOzgZZmdVmEv727mZverua+/zqsKotquoToBv2JbQOnUjN9x8s8f55NULtafyIb9b23c7UQZQRAGLjKJeZGcZVHCCh0skdHxfWyKTwzX6ivFqzc6p7vm5MQ8lD6eRIGLy5av12luSHg/xata1uV/r+qjnhYpYoqZ//4x7z33nv88MMPrFixkvfee5+zzjoLSH0LX3nlVXJz88nNzfP+zecPf/hjkzXXN688MnMmRx11FPn5eRTkF3DkkUcya+ajDebd31x7Hbm5eYTDGRx66GEopfjZz6allPXqq68xZswYSktL68p/ZCannz4V0zQZNWoUu+66K08//Yz/+2mnncoZP/oRBx18CH379efkk0/h3vvuS/Hp+errrxkxfHijPRoxYoR3zlcA/PnPd7Fp02b69O3H7uPGc+lPL+O1115rYjzaAdG9PjmtkgTuv/9+xo4dS05ODjk5OUycODFlUBI3u/7nzjvvbLLMWbNmNXpNJBJpU4eUUjjRWMcG9FnZYOeiYltRsc3eTq758gUQtkx/99ucA7GWcVxcBIYRaNxMIIx6gkzjgY2dAiOETjzYdekCdigIw9MOJCb/HibgpMB7XhKTjmEj7DxEuJ92VlYuRnQjZmQdpluFbUCGaZATMDEMiEqFmxKO3oP7qpTOsaZcLeQAifbGXclvX1zOIdM/5p55K3jqk/XcM38th9z/A799s5q4ma+vkVGtpXOrtOlaxrTWB/TvgV5aI2PnodnRlSfM6GzeprCwhIXwPOxSAgoQKDsHZWXpZLfK6aGCjqon3NRFWG6uim53Y6VZnaOtrdGfwV2PosP0F0uSfhX07t2bY445mscfe4JZs2ZxzDHH0Lt3od/GhNbnoIMO4tNPP+HTTz/2P5df9tMGrD6qkT8c1+Gxxx7nrLPO9IWfs846i8cefxzXdUlEWAH88he/YMGnnzB37r85+OCDuO66a5k0aVJKHS+99BLHH3+c/3dZWRnPv/ACP/aEM13+mcycNdP/2zRNHnnkYVatXMEdt99On759+eMfb2PMmN1Zt67lQmTifo0cOZLPP1vMB++/x7nn/oSNGzZwwpQTufCii7dTQlvQffNEq5ws+vfvz+23386uu+4KwKOPPsqUKVNYuHAho0aNajDQr732GhdccAGnnHJKs+Xm5OSwfPnylGOhUFvDURPEQ228vEFxApShJzMzDLGtqNo1ehdsJhJ51lWmlCLmKhypd70xVxF1XIJm8zZJpRydaLK1ebe6AmZI71aluxPq/joCSREWOyKEACzPCTZTm2rcaohv0dGFVg6WGSbbMqlxoCLmkGmZ2AY9V6BLOIHHy7TGxMpNaeuNL3/tJ89smB18I2Bw6wnDwK6nZldxkBEdLWcEAaPuritFXMZxlYNQgoARwDQshPfSWIbphY+7WiBSWmA0g0VQs1JriEJFoLou4e32kRBwvKjTeotVYVawhazOwdbUmJJoM+F7WDckImV4lFKce+65XHHFlQD89a/3+DQaycjMzGToUB3SXxdaLuoqrXdFsmnsX/96gzVr1nDGGWemlOm6Lm+88SbHHH00yiursHchuw4dyq5Dh/Lss88ybNhu7LvPPhx22GEAxONxXv/Xv/jNb37tl/OPp54iEomw78Q6YUgphZSSpUuXMnLkSP94v379OPvsH3P22T/mD7fczG7DR/DAgw9x042/Z9jQoSxdtqzRcV3mHR+6ax1tgWEY7LXXXuy1115cdeWVPPHEk5zzk5/w2+uu9X2a2g2lfagafU68Y6oTzbWtWrKOP/54jjnmGIYNG8awYcO49dZbycrK4sMPPwSgpKQk5fPiiy9y8MEHM3jw4GbLFUI0uLatEAIMq4N300KAMBFmFiLUT2s2Imv1BFrPTycuFeuqallZVs3GqlqE0Jm9jUYdr3SoqZJRpBvFNANtiG7pCpgkqLfSqMOqbbXcN38FN736Nfe9t4VV5dvX8PVoeM85VgYECrV/iZ0HbhVGZC2B2CYyqEEpSVncpdqRepfd3e2uDyW1eTmyRn8PFKYEDazcWtui7OCryiJ6PAzLy+5sgIqjhI0SAa2ZEXoxdJWDI+MoJTEwMQ0b07AxhOkv0BJFXDrEvXNjboS4G0MaIVSoLzjlULum52hMffOU0aiAAzBlXJ8WsTqfOK5Pq6sX6Gg/QzTMR1WnSdT/P/KoI4jFYsRiMY488ojU+htxNK5PqSE8cUo0OE8f0aak01mw4BMWLPiUhQs+ZcGCTznzzDN45JGZfnv9Dnt1FuTnM23a5Vzzq1/7i/zcuXPJy8tj3Lhxfl2PPDKTq6++ioVe2QsXfMqihQs4+OCDeGRmnTanPjJzculdVMzGbVVsrHI45bTT+Prrr5kzZ06Dc//yl7vp1asXhx9+WJPljRypTVrV1dVNntNqNOZ4nAgIUJqvSjgdSzeQjDaHy7iuy7PPPkt1dTUTJ05s8PuGDRt45ZVXePTRRxu5OhVVVVUMHDgQ13UZN24ct9xyC+PHj2/2mmg0SjRapwJN2CWVUjiRGHY43PEasgQHSbC3nvRiWwChQ0C9CcGSkl5BB4KCuDKpdhM7heSXMmFRVig3iuNGMc0QhtlDydTMYJLDpepBu8wuhvdixuO13PjqdzyzqCwlZHb6O1uYukeMG48b1u6Q2W5HQrtj53janRqEU03Q3UYAk6iRQXk8zKptLm99sYGtFRUU5q3khLEllObXPcf1HT+39+T4e+e2Jn9VyvOf2aojmOw86nM7zfl8Y9uyg3sUDcIMojzTlJRSb1S8DYtEYQkDy2hImikAU1jJlHQoFI50EGYYM1iEUbsaYeWAbXfve5Zsnmrmrg0oyOD0Cf11dFUj4ykEnL5nf0oLMlpWLfi+N02maVD1nyqFaZp88cVnCASmaTWqNYhGo6xfvz6lTMuy6FVYqBdiSLku4RawadMmXn75ZV78vxcYM3qM305QnHP2ORx/wgls2rSJ3r17N9qnyy+7jD/96U6ee+55Tj31FF6a83KKY/CiRYtYsGABTzz+GMPr+dP86PQfcf0NN3DbH//II4/MZNHixZx04hQGDx7Cys3lPPHEEyz/chnX3HgHGyvj7H7QcRx17PGce975DULIX5ozh2eefprMzEwATjttKpP2m8SkiRMpKSnh+++/57rf/pZhw4Y1aEe7UN/xWMZSnfoNGzoxYWerhZzPP/+ciRMnEolEyMrK4oUXXkhRpSXw6KOPkp2dzcknn9xsecOHD2fWrFmMGTOGiooKZsyYwX777cfixYs91WLjuO2227jpppsaHE84Hnf6BGHnahNOfJueRD1HPMMwyA4EAEXciVPrQE3cIGQolHKRSvr8NyipxR0zQ0dK9VjhwVNVu1GwGkYn/E9AKR1JE9vMja9t5pnPqho3dSzYAAhunbJbd7W04yFMnZjVzAQZQzhVGLFKpr/xPf/8rIrBxjoGig28r4qZPrcPU8flceORJdimSBqbOh+KOqhGjivtuG1lt41AUcX0O2llaSfwRjiKNlfFaFt2cNd7120UkriMAwLTE6JkggRQWN42RkfYJJZqgZGU/06iXIkSEtfjtlIiiG3lIGJbdf+7i7KhhQJOAjdP0fN/Mk+O9PxoTt+zv/97s1Um/lVa49WciFvfGywxvgm+mQacZN7v//rXv+jXr3/Kb7vtthvLli5JakPd3UpsRB9/7HEyMzM55NBDkxyeFSg4+JCDyM7O5vEnnuDqq67yKkzVCvXu3Zsf//jH3HTzzZx88knMmTOHhx/6u9+Ghx+ZyciRIxsVLE48cQqXXX45c+a8zN5778V7773HTy+7nLVr1xLOyGTIsOHc/dAT7DlxP902Ibj13kd44fG/M33GDKb97GcEg0Em7rsvb//7Lfbff3+/7COOOILZT8/m9tvvoLy8nJKSEg45+GB+//vfYVkd+OyJBKu655fqxoGQ9357QRpG52kvhWolQ08sFmPlypWUlZXx3HPP8dBDDzF//vwGgs7w4cM5/PDD+etf/9qqBkkp2WOPPTjggAO45557mjyvMU1OaWkpm9auxJaKzF553kvaSVBK7xbjZZqy38wgZUJVOm9RLLIJRwqClom0skAE0NOffkl0eHkHctp0BhJ9jZVBuL/W7PwvQSmUU46oXcPK6mwO/X/fN2uiEcDbV+69g+ckagZK8duXvuRfC75jun0vB5mf+T/Nc8dyRXwaR43rz63H9G14bYN3sp7QnPClcWs067iVW6eJae4dqc+HE+rbpJB03/wV3DP3h+1qcq44eFCdJkdJHWVlWGBkaC4s5WJg4OLgStdffE1PODGEwPBIPAUCwzeRaGEoLuM40vGvM4SJ7VRgxrZCxiCdqb6TNxSRaJSVq9ezy6BB2g+ylQJOMlZtreH/Fq1jc1WU3tlBpuzeZ7sanORb4BP9QTPzYZI/TWIeTZiVVF3Ad11wRh1apkVM+ks1Yury7mXy0aY88hqrb8GCBRx62OFs3LC+QVh5SxFzJMs3bt+ctFtxJoFu1CgrFCJxT6QiEo3yw8pVDOhXRCiYqoioqKigV1E/ysvLU8gROwKtFtcCgYDveDxhwgQ+/vhjZsyYwQMPPOCf85///Ifly5fz9NNPt7pBCUeor7/+utnzgsEgwWDDxVYYAjsQpNO1DUJodXhsm47g8MNT634XhkXQChIwMxA4gAThoITpTdxe1t6eLOD46OlRQ50JCdFNqNg25iwPt83UsRNh5bYIzyzYyEz7XvY3vkj5bX/jC2bY93Leot9wyYFDGZBf3wTbkqVG6XcqtsULz87TfnBCUPcceh9tY/CYpreAcjTvTTOJZI8fU8T0t39ovhWqXnZw5eLKKFLYWEmCmatcHC/aKpF/WyE9JZFACYWSeAKO7e/vtRZQpiyiUrk4RgZCVGLENoFZ2sXvnDf2bRBwAEoLMvjZIUNaVRt48qkv6NWrN2G7akTgUNRpyQD/PP8y0bAXzQki9XWM+vHy7lcD7VBT5Tav6XYch3tmzGizgANQVuskd7VRCKCsxqEouysJSZNapJQnCup3VucF8MaliyNQ262TUkqlaFQAHn74Yfbcc882sScqpVi0aBFjxoxpY3vQGci7YhANW6uV3RpQ2SCShS5vwjAMhJXh3X9XU8jLmLcH0T4+qW21PJV4DxIolBelYmY2yvrc4mKUl/rClZ4zdg/qY7MQCCsTgkVsrnLaaOrYeTDn840MNtalaHASsITkIPMzdnHX8cLijfz8oIGtFOK9c61MHdUX36Y/id8SGwRhAqY+XTr6HTRsT8AJ0NxCk8gO/szC9U36kUwdn5wdXIGMIDFwURhK+ay7CbI/AMuwMISJQuJK6e1kwRKW1tZ6b71SElc6yEYiSpRhQiA3ScDr2F1ts/AHo/Pfy0RNCe1NY/43PhWfSr1G1Dsn8WOdmakxM2hjtVNfTKoHUU+YaPydT/jnJLsrNlXm3nvvzd57791kjS2BIxPCQ/NijrM9j/AOg2eGqj/mSb5wwui+TXKrVqzrrruOo48+mtLSUiorK5k9ezbz5s3j9ddf98+pqKjg2Wef5c9//nOjZZxzzjn069eP2267DYCbbrqJfffdl6FDh1JRUcE999zDokWLuO+++9rYJYVMSlbW6bBzdaSVU+05Cxp1N9ytrcvMnHDkNBLMp1LvOpMmSb2liekJnh4QSq705E7UY3O1c2lvDHlVzGFzTZQBuRmEemK4fH0o5XGlVEKoD4VZW1sYMtvNKR06EZurYgwUG5s9Z5DYyIaqGK4Cq61zmzDB7qU3Ej7LsFv33shKPa+aYe1/4783268wkf37mQXrG/iRTB1fon9XCp2Pqkb/a2rTi/TMVInom4SyQXphsgmhTjvP6vclIQwJDKR0iUuH+roJI6GdsnI0gWF0Y13Khy5ZIBJanE6tQf+rlB+r2dKI0saNTwmDlfLMgk3vP+qEkSTvmyarblhbc299nYDTnNDUMbCM7bUGQHnndRaSBZskDY3+Uu9UtePkrtqwYQNnn30269atIzc3l7Fjx/L6669z+OGH++fMnj0bnSTsjEbLWLlyJUYSG3FZWRkXX3wx69evJzc3l/Hjx/POO++0WdoVQmCHu9BnxAjoSSle7rGqers/5eodppVFyk1PqNqFAFV/kVd1YeltVBl3LKQ2x4Hm7xCBdk22CrycXnK7Yac9Cm5Ua7DMEMePLWb63BXNnt7A1LGToTDT5n3VfP9+UEUMy7S3OxVvF0JoDWligjTBn+Ddav3d9N4xb5FpCWzT4NYpu3HpAQN46bONbK6K0TsrwPFji7QGJ2ECk1HdBjMTCwM8HhxH1pH+GxgYwkCHkrspk3lCWyOEgSkMLYIJ7azs1NPkJDQ/CgOCvTQfV3QTItSnxf1qM7owrYTylDOJPFTQVO8SmpSEeJJ6bgOFaoqlKNUnp76Asz00aI/ni9Pk+a149tqLvLDFhsrmyRUVkJfR0Y7rKmnAvcFuSrBJhhANQ8i7EK12PO6pqKioIDc3l01rV2A7isyiXl1Us9LCTHQT4EKwRGs9lKMdFa2cVph4lFZRozyiMVHnu9OFL5EPt1ZnSg73behz1EpIpSiPxFhfFSFoWfTPCXerU1yLoaQ2HbjVEOoPhsVvX1y+XVPHThVdlQylWLm1gkPvWcRM+3b2N77AEnULpKMM3pWjOS/+G164fE927ZVBsKl0Ju1shxZy6Pgs3krp99etAiOc5N8jfBOVVC5SKaRyUYBt2JhCEHMdNHd5wkdHXwdauDGEheXNB3E36vvz4J1vYGAKU79qbg1mZC0EChDB4k7RsviOxwNLCYXCnarJUeDz2wgact80dn59wSQhx2iTcZ1Jq47TJlnLUc/cpKTvGZLsmNzeJzN5GmjfFrDlWFMWZWtN0xFJBRk2/fI6YLOvEv9LEjEbcereXhHKlUSjEX5YuZIB/UsI1fOn7UzH4x1glWkdhGFgZ3ZlVIvnVxMo0MJOfBv+A9HqiV3URWnJmDYVuTWeeh5v8k2WpjsZbkRPes04cbYUSoGjIC9k0zc7hL3D+OOg+VGS/KRuPG4oU8frLMOm0Opjw5uwfVPHzgjPfDMgM8LUsZlcEZ/GuzI1u/S7cjRXONM4bY8SBuaHqXFk+7U5XQ6pBXwRSIrQqhNUTGFhG0ECZhDLCPhaHEe5SCQCfU7ACBA0QwQt/QmYQWzD9hdky7SxDAvbCPi/ISCu4sRknLiwcQOFOrN9fFvnvPf+Ikanm8R0eHhCyGjblJIioPhaIJHye7IWx9cB+cJV4nxB65bq7bSpTWV5woOf+FWmzvHNfPrm2hR4mpr69RdkWPTNtZu5vqX1JAhgtRiphIFqq4UhcdO7Ad1ExNB5UEriRuOQ2TX1rdpW66u7C0MOJwwtp7RY6NBXGUeJqCY2S+yQEnZ+5YCUYBipZiBhej4ICX+AiEcjH/Jo6ssBpf0PrJzO3XkpBwyrQ6YDQwgKwgHPT2EHEXAS3DhutU7r4e0Jtmvq2JnhRsGp4MZjh4KVzXkLfsNgdx0DxUZ+UEV8L/swdQ8t6AkhiEmXGleSYRo70H33wqiN+r4w9dMBCGzDwsL05Q9haC2P7bMdQ1PvjilMz3QvPCEphpuo2/t/zMwkEJBYNasg0wY7u8ny2tBR9FyUaGPn3B9FkoMxeGHY278Gz5m3aQjPZNXISUnh5Nv3qOkOJNikfeNbq+ZyAfTLC9M7W1JW4+C4LpYJeeEgAavj14T2PhndGUG80wk5IBBdoCWIu9LPf6PJ0Dbyvipi+jt9mDq6khuPKMayTO1AqOpHewn8UFgZ8bJX9/K0OAZauo9DvErzfsioFn6MoFbNC8OLvqj2wmttEMkhifVVi62DP5ErSX222LZCCDC73ceohVDe+DvV2kfKzvUEytT2l+aHd9ow8cYhdeoBw8YOZDYQ9MbVE/SUUmSYBpWOi4kg3GYP5C6GEPgbEaW1K0pp/xpHxdCkfjZ+4lzwVwFDGSisJPNJsxX531zp4EhtujLQyXi9+EtEsJc+tXYVGEPaRpJYH/4mqtZrSscvjIlZqI7/RrSo2SrlS6oxKIWlA7ShKsUPp+6aZFFK1Z3d5Vb/RpEQLFvi09IMAqahw8RlXBfaEzXkih3H8XiHgBAYdud368aXv+ZfC75hZmNkaF9Mg0Ahtx6/C/rhTZbY68GphthGVM1KhJ2nfV9UHOXUgDC002GyytwnRjMhskFregxLCzsY3sSclCXZCNEwTL1pJMjmXeliqjgiETqyEyFF+5YV4IRkDUxCexPbDCgvaqcjd887MNyIXhQDBf5z2KygJwRBU/vpKE8LsmNwQnkbCqcKZRkoYeEqiSMdJC6J3EcWFogUb1fPitK8k2oddJSlo+K+gBMwA17qh7pwc0MYEOitn8vIGggPpEPYkGXEa3Pn35NkLV6LakvSxKQwHKvUjVtCdElFfUEmYeJPHO/8CKiWo30tiblJmhwDTptyFOPHjWP63X/poPZ1AATd6ni80/nkICXxmkinVpFI8De9GTK0ZxZsZFW54zGkBrS2pbFPIA+VuStk7oIUFm6sDNeJIK1cCPVBWTmaYThRRoJIyc6DrCGQMVALMrGt2m4va7XmSMYguhmiG7SJqxXRExJF3K1FxraiZLTrfIA6GXFX8tsXl3PI9P9yz9wfeOqTddwz9wcOmf5ffvvicuKuBOWRyglbOxrbuXQ1eVWPhJKeo69oVKvVGBIGkIAhiLgKV/U8o0FjUIASAVxh4zqVxOMVxN0IEtf7XeHKOBK3wavRcgFHa7p0pJZ2XjYNG0vYPjOyIQydxVwYeh4JFtcJ4Ik8ci2An0j2la+5b/4KVm2tAVx9T422k9K1BDKpjS03iCWbmhr5xQtdTpz1wfvvY9sBjjn6mJR6Ep/nnnuBiRP3o6CgF7m5+YwZM5Zf/PKXKeXW1tby+xtvZPiIkYTCGfQuKua006ayZMmSlPOqq6v59W9+w5BdhxLOyKSouISDDzmEl19+ucnerFu3jrPO+jHDR4zEtGyuvOrqFo1Cc1AK1pRFWL6hmrLKKuK1lZRV1XLrvbP46dXXduiUPWvWo+QXtCOQx9PkdNc6stNpcoRhEAh3bqLLlpChDXbXtYL11kCJMKu21fLNigqEMAgGoxT3digtyiNgpZqM9J7EQAnNxSKChShvovSz6yqlfYKcSkR8m97tWNma18MrJzHhJLilfMWpAjtehqFcbUbrIJNVSg98VbTvPUh7dzXbQ8K8qGgk59TC9QDcekyJFnTqZa7+n4eMe7nLslpn2hAC2zu91pVkCUNvxnvQXhqS/TqU56miiBsBlBSYTo1OyknAf0Rd5SJcx4sQbFtf9PtqEjD1cmxs7z0zM1DhUqhdq9/xQC9QTROHNmlSf7sPU8f34sajB9Yzc3c8FG3fSaekbUgqT/i+OtpU9cjMWUybNo2HH36YlStXMmDAAL+Mt956izPPPJNbb/0Dxx93HMIwWLZ0Gf9++23/nGg0yuFHHMHKlau468472WefvdmwYQO3334H+06cxJtv/It9990XgJ/+9DL++/HH/PWeGYwcOZItW7bw/gcfsGXL1ib7EY1GKezdm+uuvZbpM2a0cTRSsbY8QnlNlF3ERrJFwuQIfQvCrFS5rC2P0C+vhyR8Fp5PTtrxuGOgpCReXYvdiYJOS8jQBoqNrWK9jUvJku/X8d/F3zJq2ADcsho+XvIde43ZldzMEJnhIEUFOaxavwXL1uypG7eUEQ4FyQqH2LC1nGjcZVC/3mQEbdZt3EbMcaiJROlXmEVxL5fvvl9FZVUtlm0TDgUoLenFpi3lrN1cTkY4yJD+RYQCJu99spTq8rVM3GM0fXPzOs5en8gv5FbpUHmVSHhoan4hK6tj1PCNIKF9a2ovoZQmhrt0L4vSgsz/vfxczcLzUZIRCBa26kotuwqybZPyuENQgm0YnS3PtgmucjQTsWcmUigQJoYZxEDgGmYKw7HWwtT557QWhkg4Y7eMwBBh6ICGsAG1q7UmJlhEU8ShzZrUF05DCYvfHbVLq9vdLLZ8g9r6PRQMRhYM9oJqWqq/Sf1SPxFn4nuyX011dTXPPvss//3oQzasX8+sRx/ldzfc4J//8iuvsv/++/HLX/4iIVWy27BhnHjiFP+c6TNm8MEHH7Lg0098lv6BAwfyz38+y74TJ3HhRRfz+WeLEUIw5+WXmX733RxzjNYaDRo0iD333LPZfg0aNIgZ0+8GYOasmS0ai3nz5nHIoYfx2quvcO11v+XLL79k4sR9eeof/+Cj/37Clb/4JZvXr+HYQ/fn4T//joywNrcff+qPGTlqJJfeeA+9swPsNnQoF110Id988y3//Oc/yc/P57fXXcfFF1+UUs/WLZvJy8sDdFb0PfacwHfffsMPP/zA+RdcAIBh6rn5d7+7gRt//3tisRjX33AD//jHU5SVlTF69Chuv+02DjrooBb1sauw05mrhBCYwc5lmy3MCrCiBWRorWW9dVyX3KwMDthjGEfsvzt5OZksXPo9//l0OZ9/s5ryqlo+/OxbPv9mDQu+XMEr8xeyubyGlRvKWLluGwuWfM8b733GZ9+s4bV3F7P0u3V8u2ozc95ZwodfbOCN978gJgULl61g3sfLeG/R1/z7o6VU18ZY+s1q3vrwCzZsKePl+Qt4+t/LWLvVocNWowRzcGSNJhg0w2Dna8HGCEC8wvMx6hzz2JzPN27XJ88Q8NKSyjr/pjQ0EvdOmG0TQpXWlJgITKMnkFw2jgSZn+a+SUQDGZh2DpZQiGR2cu/8uIzhqng7nCqFF7Gr/E+zZwuBsLI1d1VsmzZTN3LNii012zWpP7tgA6vLOsi0X7sNnjwVcd/eGE+djnHfXhj/OA0jUu71snEo/6P9ZnzhspHzIFkjoD9PP/0Mu+22G7vtthtnnXUms2Y9mjKGJSXFLFmylC++WNJQk6AkKJennnqKww87lN3HjsZn1lYuhlBcecXPWLp0KYsXLQTlUlJSzGuvvUplRVnKuS3/QCIsuyVzzE0338xf75nBe+/+h1WrVnP6j37E3TPu4c9/vZ9XHpvBm+98xF8fScoRKSCAQ5A4ZTXaz+svf7mbCRP2ZMGnn/DTn17KZZdfzpdffrndugEmTZrE3Xf/hZycHNauWc3aNav55S9+AcD551/A+++/z1P/eJLFixZy6qmncvQxxzbMO+k9391lrtrpZnKV9P/OwvFjivhO9mGeOxZHpQ6howzmuWP5XvZpE+ttJBZn49ZKVm/YSmV1hLycLIQh2Li5nO/Xbmb95jLirosrFSVF+ew+chCr1m+iqiaCVJKt5ZVEojEyw0HGjRjImOEDiERjbKvQ/hS5uZkEAhaO41JWUQPAgD6F5OVkUVZeTcA0OPWQkZx7xAAGFHckKZNHqqckhPuBXaDDYa1c/T1YpH+LbapznO5AbK6KbXdHKQRsjthJySDTADx/nFod/dcmrZ6iVipClpHCctvTYDQSEaXw0g8ICyGj2s+43u9xN56i4WkLHOloYYntCzo6OXCu3igkNKL1kGxSTyZrhKT8YsY63vhyixc5VidwtAnPXwTfzU9t5nfzEc9f2AKR1hPwEpqbFKK+xL/e/70GJsqcOfMRzjrrTACOOuooqqqq+Pe//+2X/LNp09hrwgR2330cgwcP4cwzzuSRR2Z6+Ra18eurr75m+IiRpORF8z4jRowE4KuvvwVh8sD/+3+8/8GHFBb1Ye999+OqX1zDe+9/2Oi1jX9AR9a2LD/hLTffzH777cf48eM5//zzmD//HW69azrjx4xg8j57cOqxhzL3/Y8bXBcUjp+76pijj+ayn/6UXXfdlV//6lcUFhYyb978Btc0hkAgQG5OLkIISkpKKCkpISsri2+//ZanZs/mmaefZvLkyQwZMoRf/uIX7L//fsycNSu1EM/xuLte/J1OyEEp3FjTTJAdgUSCv+bI0KbuUdIqzhRDCHrlZGFbJh9/8R0LlnxP36J89t9jN0bvWko0FmfZN6vJCAXpnZtF77xsBpQUErJMwqEAlmlQkJtN394F5OVk0q+kF/nZGeRmZTCgTxEjdu3PoP5FfP3DOraVV2FbJrvt0ofe+dks/nIF1dURdh8+iJLevThor904dq/eFOdq+3cdeZSLUq7ebXm7oBYRSklHR5E5Vdp50kjwAnm7MiF0NEugQEfwxMu8shP11CuzKfi74aQ6o5shtpXCDGO7i4dUUJiVNlM1hMfXZIRo7ZShcxQppFIERM8VcPRjaCDq9U+hWY2FjGLLCLZh+vmoEpBIXKVzUbUFWoPkEHNjxGWsZeUIUfe+uNUkyO4SSXDXtzC/WHVEz5WJvF2ta7f32fIN4tu3G2i6hHIR374NW77dTimehkokC5l10kxqKLj+vwK+Wr6c//73Y350+ukAWJbF1KlTmTlzln9+ZmYmL788h6+/Ws5vr7uOzKwsfnnNNeyz70Rqamq238cUXiQ44IAD+Pabr3nrzTc4+eSTWLpkKQcceBC3/OEP2y2rLRg7dqz/vbiomIyMDIYMHkxUaY1qce8CNm7e1uC6qLL83FVjxtYlu04IKxs3Nf9sbA8LFixEKcVuw0eQnZPrf+bPf4fvvv0u9WS1A+Wu2hEgDAM72MkOV0px4zEDwa3ivMVNk6G1GEKz5u4+tD8D+xTgSkXQMsnMCJERClCcn8nQ0t5IpTANg1BQOwtKV5Jhmxy572iqaiMYQmBbJoGAjbNLHzLDAaRUFO43AgyT5d9BNBIjaNuM3LU/wweVsNuAIiprIsSkQNkWlbE4BeEcCPVBRNZ7O0UFVoYWPvD8AlTMCyfO80wYwovW8LJDGzZ+SoToJk1eGOilw9qbGAPMMASLUPFtiNqaJPOItwMyAtq85WvP6rlQy6ie8GUMJaN6wTIskC7HD5NMn7fd28oJowtIcYhOA9yY1uB4jLythSM1M3TnCTjtv18JR9bG4Eot3AsrCyEsRKOaRi/reBvaIRCYhoV0pe+T37CU+uECeHnyFMqNgJWNlIq4lMSkQ++w5OMWmNT3ybD9fYZEYag6f5fmepK8XKmt3zdbj9r6HfQa0kSZjfQ0ke8rER+lE3o1iE14+JFHcByH/qUDkq5V2LbNtm3byM/P948PHjKEwUMGc8GF53Pddb9h+PCRPP3Ms5x37rkMGzaMZUuXNtr2L79cDsDQobv6x2zbZvLkyUyePJnf/PrX/OHWW7nllj/w61/9ikCgY10lbLvOMVwIgW3bXu4qm0oVBgRSJmnqFMSwiGL7uauSy0iUk7gmkUcyWQCJx7evJJBSYpomn3z8X0wz1ScsK6tempVuzl210wk5SrrEqqo71fEYFHZ8I7ceVcilBw7lpc8Hsrk63oAMraVIOGdmZQTJzAjWHfMQDtqEg01HQeRmhcjNaqS/SoGKEc4GB4uD9xpBeWU14VCQ/NxMQram5wuFApRF4lTHHWpdiSSAmTEYVfUVonK5Ts5pBLTKXiQEGD0OfiJS5YVfC9NbMZReGBUQKtECTrPpIbyZ1s4GM4xyqxFKIRLMoNLRobPBYl2/G9V1JxZf5UKsDGHYKCtL+/sYtjeSigFF1UwdF+GZRVsb3SfrnFNFlOaZnrmsqzI/7wBwq/W9MwK0XpjQETKdozI20KHQdIhMKj1/nPpQykEJG2FlebvS+v4UCqWE3w6l6oSA+ukLEkF9iSYnMqAbytDvls8GXNcphbcTFr7brVeuIOHbEXddHCeCEJJMA04ak8u972iTelP5xb6XfTh0SAaxmgimSNCQKlAek3ATw5romx8enj+o+YEtGOxfVV8MrD82KeKTSLy9SWOi9BPlOA6PP/4Ed915B0ckJYgGOHXq6Tz55BNMu/yyRuvZZeAAMjIyqK6uASE4/fSpXH/9DSxevNh3PAa9kE+foaOoko/Xx8gRI3Ech0gk0uFCTmMIWAYFGTYra4qIkbouuBhUkkFBht2i3IC9e/cGdJh7QihctGhxan2BAK6b+l6MHz8O13XZuHEjkydP3m49SioanXi7ADudkCMME7szHY+V0s5+kbWQO5bScJjLD+o435WOXVZdrW0xglhGkN55gt55DfNdhCyT4iwT15t9TSEQRhDC/bUWxsiAcB8taLjVrCoXvLSkhs3VLoVZ1JHpJYQb5XqCglEnaLRYYBAIwwYjL/WwciCiNOePMOrKlvE61tZAPti5mlek/kjaOdx4wigwdEhtYnFJqOmnji/hxmMHA1HPyVa1oe07IZSsSyvSxsg32xBEZTvnuMSz5ZeSeNYS39t/jxLJI+tDCBPQTvg6GsqisjpGRVXEyzIuyAwFKMoLYFvgSMV3a7aQkxWmKC/DJ8ITgCslG7ZVUx2JM6hvL2zP9LKpLEJ5dS0lhTnYIUClLv9xGcdVgjUbqrBtm/6FWVhCm2dd6SDjZQQMG9PORAiDAUU5TN2jgisWTmOGlRpd9a4czRVxbVIvyc9iZU0ElMRAei6xQgttHuqn49DTRCIpJlA4FDXkEPhuforJSgkTBh8IvYaglGzhTj6RqgHv9ta/7wKEwcuvvMa2bdu44IILyM3NTSnhlFNO8cPKb7zpZmpqajjm6KMZOHAAZWVl/PWv9xKPxzn88MMBwVVXXslLL73ECVNOTAkhv+2221m2bBlvvvEvv+0HH3IIPzr9R0yYsCe9evVi6dKl/Pb66zn44IOaTSy5aNEiAKqqqtm8aROLFi0iEAgwcuTIFoxJQ/TN1ZvaMrKIYvODKiGqLCIECFqm//v2sOuuu1JaWspNN93MLbfczNdff81f7r475ZxBgwb6vk677747GRkZDBs2jLPOPJOfnHsed915J+PHj2Pz5s28PXcuY0aP9qPPegJ2OiFHKYWMd7zjagpi2zzNRKBnLoCJGULGve1i8zTwiVwyDXILRddrM1OoGDCIK5MbX9vAMws2NeTd8Ex0tpnI09XR/Bum55zsaW8a5RRpXiDZbs4ppXQ9MqoXdhnTZromQnT/JyBjnhmybc+6EGAoT+eiFEYL8hY1QCLNhkw4iyahTdqlpqpJdb2t08aYGAnfMARxV7FqfRmffbmC1es3k5+bxZABfRg2sC/ZWSEcV7Fi3Rb69s7HNE2klLiuxBCQGQ6xaVs1WyuqKC3pRVl1LdW1Mb5esZ71m7Zx0D6jiccllTURgrZFr9xMlFJsKosSdyXvL/yKwvxs+uQPZ3NZBWtWbsLOiDFsYH/MYCYiid08YTJvLr+YG497aiEThIHhC3rS99GRHstwQlSTqBQHcgFw8kPw/IXwbR3/DIMP1Mf9s5q/93XeOEJrcJPuRZ0zsj7rkUdmctihh5Kbm9egnFNOPpnbbrudBQsWcuABB/C3v93PT849jw0bNpCfn8/4ceP41+uvsdtuuwEQCoX491tvcdvtt/Pb669nxYoVZGdnc/BBB/HB++8xenSd3+URRxzBY48/xm+vv56amhr69u3Lsccey+9uuL6ZnsEee07wv3/66af846mnGDhwIN9/15y/UtMQAvrlheiVaWMaBnY4m7AJ4YBJZtBq8atq2zb/ePIJLrt8GuPG78Fee03glptvZqrn5wQ6wuqSSy7hR2ecyZYtW/wQ8kceeZg/3Horv7zmGtasWUOvXr2YuO++HHP00Q3bm8hg3A0Qqru8gToYFRUV5ObmsmntDwSFSTg/r+MrUUpP+jXfoUJ9EXYOPc93w9vdyogWcswQiDaaXrZ+DJmDNDGeEPz2xeX8a8E3TG+MdyM+jaP22MVLZQF6XJIYmnckKOVlgNe+Dv+7pIBKC/ROBQRLmvan2l4pSlHjuBjCIGQZrX9jZMxzfA7UuxcCPwdcOyGVi+PGias6f4TExGhgEJY1CDsfF4i6cWqiLivWlvP6/AVMGLMrwwb14e0Pv6A2GmP4LqWs3bSF0pJCojGHb1asJTMcojoSYfTQgSgF6zdvY9TQUj5Y+CWZ4RBrN2zFtkwOnTSOdZu2sn7TNqprI+wxcghVNbV8s2IdudmZLFz6LXuNGcrxk0fwr3cX8MK/P2WX0hJ+ftbR5Oc2rklITmNSP5FsJBpl5er17DJoEKFQ8v31jEcKtLdOYrw9YaWpNWvLt7D1OyjYRWtw/EISRqemF7uEUk4LOPoKLVztYPNHd8DPXZUw0fccKM/xOBKNsmLlSgb0LyEUTA3wqKiooFdRP8rLy5vViLUFO93sLVQUO+xl8e7wxVWBU4Eygl4yzZ71MAF1Ao5ytGOisNreTMP0w6kTZHozm+HdOG/Bb7h0vz6U5gf1wiS8NuyImhDl6v4ndOc7mqDWEVB4pjvD05i0oxjqmI9bDbdWC+q+T1dn3AtRX0fk1yISmg7lIpTEVBGyAoLczADBgE1WRpCMoMnGLWXsOrAvuw3ux7LvVpKXnUlldS2mYbDH6CF8/NnXfLNyHUUFeWzZWs5nX7pEInH2nzAaxLds3FxGdW2U8qoalFKs37SNhUu/o7Kmlt126cewXfrz3SrNzO1Et1KSHWePkbtS0rsA2276/rQtkayntxEA2s8uIXw0ew96DdYCjheVmfCpSYyvjtZsfF+d0BQpYZAWbXYipB2POxhKIGsrIBgA0XGqbEAv3PFyRCC/zf4JnQpfre9pcNqbl8YIkuBFaXEqiyWD9IQqop5zcMdlMu9SGAGdByzBD/O/OOUqRz9LRoi29l/nZ0osc20dQ88M2YmTpM+iq+ofN7CEgTJCiEQeN89sZQgI2BaGYSCBYMCmX3EBWWGLgGVhmSaWaVKQl01hfo4WempqsUwdAVncK491G7fy9Q9r2bqtAss02FZeyQ+r1pObnYllmYRCATLCQdZu3IphGESiMSzTxFAOe4/syz57DekSTaNeoAx8WgjfNFzPddiLjFKJMPsUd6mm7l9q5Nj/4JvWfgiBT/XR0zZkinTuqg6FFcYICHBqwPbCmTvipiupw6lBM+L2sOdITz6Op9a3aVdOmkRZSTbwVqeyUE4zvjM9HMIztRlCJ0SUDpidHzXRYihNUSfcKOB4Wo4AHWW68SHjoGJg5rermLhUWIbA6j6zfAuQ6o+TDKkUSphYhkVcxj0CUEF2tsV+ew6nd69sQiGbyXuNpLgwF9OEfXbflazMkA7HFRAKwaihfXAcl3AwQL/ibPoWFZCTHSQadSjMH0Jm0KJXbpjCvAyijsvIoaUU5GaTkRFk9dpNGIbBYfvvTkmvPGyrphuiVRKCjUoRdhQqSTwRXhRYwscJRIpPTxPlptE+CNNjFY6TcBPoMaMq6PRNSnPY6YQcpSSxiMDKz8IMaq97JV2kEwEMDCug2Rf1ybhuHNOsc6p0Y7WArF8qKAdhBTAyR2kzhgIp4yi3c4kHDTOAMCx/l6mURDpakBCGiZLxOg2OG/GynreP0E6YNipWrU1NRgDDCnHF4SNYO74PvPw8bPkahh8LB1yjF/9Ny+HFy/khVsTurUxl0elI7HJl487ohhlAmAmBMCls13WQ8SrAbdkcbJgIDH0/OhGmneEvNG5tDYgAwgxiWGESIfsJwkbDE8yUdJBOtOmmW6GUd0K6DsqNeQJOBma4EISBlI7/vOvnsk6AVUohpYNhmF50m3ccyPQWYyFAunGQToM63XiUhu9dooTGV3OlFI7yiAbbrQ6vr5VI1C5xvZQUDtp5OvFLOCgYNigfIRTgMHyXAu1oLeLsOjBPJ8NVQU8IcOlXkoVwY9iymrgIgBFh+KAsFBaGEUQYBkrGyMm1AANhGJhewt3C3GK/TYYQECunOf+WzkWdsKMFmeRcZKkNEp1mXkwjFcLjBHP0WtDRVox2oikRNyEIy07U8ux0Qg4IDNPCDOaxcOFCtmzZwmGHHYZhBTFMm5qaGt555x0ikQjjxo1j0KBBADzxxBMcfPDB9O3TBzeexITpOc2ZwVyEUcDSpUv58ssvGTJkCLvvvjvKDODGauiMbZUZ0JEV//34Y1avXk1RURF77LEHmZl1YeBKBXAjFVrjYIQ9LU7bWUnMQKZeLOwSpBVG2JmUV1Sx6vvvGThwIJFzXsWaMQZr6mOsWrOOzRs2M3r08Ww4VPH9/4XqUlkoj98msevrBinetMP+QqyU9O5TKoRp8+abb+pd8mGHMX/+fKqqqnQIZNxb+GQcn/CQxD91/TGskJ+8TqkAbqy6U/pjeML4X/7yF6644grMoM6ULoTgiy++YPny5RQVFbHPPvsQCARZtWoV77zzDmeddZYWLpRsUJ5hBYjFYrwzdx6VlZWMHDmS3XbbDWXZuNH1mDlD2LhxM1u2bGHkyJE4XhmGFeDzzz/HcRwMw6Bfv34UFhYSjUZZuvSLxppPdnY2u+6qSdUikQjz5s0jHo9zwAEHkJubi3TjjQhjzQg5wOaaGBXRGH2zwmQFrE6y++vQcTcppxWAEMoTcOr+1n8ZmEKgkCASWg6FIcAwgkgsDO8ywxOuDKFQOCgTDI/sUgjlxTIpjORXWjnaV8psuxmxY9AwDYY+6m0XhF7ERLNanDQ6Ctrkqn3HepTZKpGTTNU5sye+u0oTWNa6jW1wOgY7nZAjBASztQbnsssu4/HHHwfAMG1mzJjB7bffzuTJk3U21t/+luOPP57bb7+dnJwcfvvb3zJr1iytqXE9mnYZwwzlsa2snDPOOIO1a9dy4IEHcttttxEMBnn22WcpKSlBuY6Xn0NTavk74sTO3jDrNEaeBknvaIMeCZjXAe86YZhEIhGPywHGjx/PqlWrqKqq4q233mLr1q1MnjyZJUuWYIZyQHo7/ORdtOsCSmuCSGiB6hLy+XXj7f6l5rL40Y9+xE9/+lMOPPBAAObOncvJJ5/M5Zdfzr333svao/9OX8PixBNPZMGCBaxdu5by/gfzf5fBoKI83RcriBurABnDCORqYUMYvl22OS1YqvZK4boxkC6GGUwRWhLaOdMOkrKrVQrXiSIMkwcffJC1a9dy4403YtpJJI0e25kQgnXr1vnMn//973/ZsGEDxx57rDeumbjRMlBxzID2+nedCEiJEQjrVACGyUsvvcQrr7zCAw88gGmHcd04whO4/XvuaB8lwwppbYffXjweEaNOYycdpJuaxV6YNs8//zzLly/HsiyUUqxYsYIzzjiDmpoa9ttvP9auXcvixYt577336NevH3fffTf77bcfAwcMSBXeDQvDCvDEE0/w61//mr322os+ffrwhz/8gTFjxjBr1iyMYAFCmFx00UW89tprrFq1iuKi3khPK3bIIYcwfPhwMjIyWLx4Mcceeyx/+MMf+NWvfgXA1q1bWbZsGfvttx8Ae+65J7fffjtPP/00V199NZMnTyYjI4NLLrmEa665hquuukqT3jXQhjWhZVHguJKKiEOW7ZAV6PjpzBQWpjAxDRPXlQjPPNMYEnpAfQsbJpqso7RL1sCIpPO9I97iZGAghOGljEiGgRSWZ05U7ZJzEm1KYc3tQNQRFvaQBfd/Ao04l3UBmqzRczxOKGsUiqiUuN7+1xCC4PayJ7cDO52Qo6TCDAR55513yM7OZujQoSilmDdvHr///e9ZvHgxAwfqSAMpJf/9738BOPbYY7niiitYv349xUW99QLtVGjbplHIlVdeSV5eHq+99hqGofMgXXbZZVx88cXMmTMHF8E3X33NwIEDee+99ygpKWH06NEoqRcjw7RYvXo1n3/+OSNGjGDQoEEopYhEIqxdu5KSkhLee+89+vfv7xNEzZnzPLFYjI8++sif+HRiOfjuu+9YvXo1S5YsAWDUqFH88MMPFBYW8t1331FWVsYBBxyAUoqPPvqISCTChAkTyMzMRDoxDCuA4zi8++58gsEgEyZMIBAIsnnzZlasWMHy5cspLCykf//+AEyYMIGXX36ZP//5z/SZcDyfffYZGRkZPsPnqP4FRKNRPvjwQyoqKhg1ahSlpaUoN44wbZYsWcLQoUN57733yMvLY9y4cWBYuPHalPtnBrSW6uOPP2bTpk2MGTOGAQMGaNOE47Dwk0+IRqPsueeehMP63E2bNvljs3TpUsaNG0dxcTGRSIRvvvmG9evXs2TJEvLy8igqKuK7777z79PgwYM5uhFeh1WrVrFs2TLGjx9PYWEhAJs3b0ZKSVFRb1AuZeVV1NTUUFxczFdffcUPP/zAkiVLyMzM9DWEX3/9NT/88ANjxozRwrB/z9dSXFzM+++/z+jRo+nTpw8LFy5kzZo19O3bl3HjxmFYIV8oFYaNEII///nP3HPPPf4O+YwzzvCF7sQz8s0332BZ2iH2nHPO4d577+Wuu+7ynMC1MGeaAZYsWcLFF1/Mhx9+6OfIUUrxwQcf6DoDOaxfv54PPviAs88+m8cff5xf/vKXKeN03333MXbsWLZt20ZpaSmXXnopb775JgDz5s3j4osv9v8G+OGHHzj33HN555132GuvvfyxHj16NBMmTGD//fdrmHuuMXJHvA2NZZIVtMnsAAGnvr7BECYBM4DhRQbZho1SFnEZ82jzoLEFRTZqdtNoKCAlYo4aCkQJs1+qWy4ghOcF076koKB5UgwhWLtuPUW9C7Ftu8O0Yck9Sos4XQQlPXOV1aX+kIl73ajZSUEsFmXz5i0owBEmriMJmCYhU2AKcIy2Wx+2h51PyPGkxueee46jjz7aV4vNmjWLSy65hAEDBuDEqsGNYtgZ7LPPPig3jmnaHHTQQcyZM4cLL7wAohvBysTI6Et1dTX//Oc/+eSTTxACnGgVpp3B73//e/r37+8vsnvvvTd77703w4cPZ/78+UyZMoU//OEPCODmm2/mueee44ADDuDXv/41F110ET/72c9YtmwZJ598MkOHDmWXXXbhjTfe4LrrruPiiy8G9G5448aNFBdrm3zQ4xd4/vnniUQi3H333ZimyQMPPMD555+PUorc3FxGjx7NmDFjOOywwxg0aBAFBQVccsklvPrqqwwZMoTly5dz3HHHsd9++xGNRvn666+ZO3cuH3/8MStWrOD555/nv//9L5deeimgE92NHTuWl19+mVNOOYWZM2dy7rnn+kIiwM9+9jMcxyErK4uf/exn/P73v+fHP/4xAKNHj+bYY49lwIABfPzxx+yxxx488MADOg2Dt3M37TBlZWUccsghFBUVMWLECP7whz/wwQcfUF1dzaGHHkrv3r3Jy8vjo48+4s0332TQoEHce++9zJ07l3A4TL9+/Tj77LN5//33CYVCzJ8/n+rqau6++272339/DjvsMCZNmsS4ceMYOHAgJ510Ep988gmmafK73/0OgPnz57NgwQKGDRvG+eefz/PPP8/ee+/Nww8/TFlZGbfddhsIkxdffJH58+dz77338uqrr/L9999z9913M2rUKK666iquvfZa5syZw+TJk7nwwgu56667OO200/jiiy+YOnUq/fv3Z7fddiMUCvHrX/+a9evXM378eL799lt+/vOfc0ASXbphWqxbt45vvvmGPffcE4Dly5ezaNEi3nrrLVASJ1oDhsGQIYMBgVKSo446iqOOOoq77roLYQiU60UIBTJ54oknOPXUUxk7dixOpEy/E4EcJk6ciJIuCIvHH3+cU045hfPOO4/zzjuPX/7ylxiNRO3l5uaSmZlJRUVFA1I9wBesZ8+ezeGHH85ee+2FG4+ilEv//v05//zzefzxx9l///1T3+eEoqKxVdKrpigzSE6wjgSvrUjwuCQEDqUUjnQRaB4dBViGjW0GcWSsQebxenFGKX8LjCT23vrdSDJ5ef/ppJ1u4zosJTWzcAcsYoYhGFjah/Ubt7Bm7dp2l5dGD0DCVUAYtMd1ocXV1Y9IFI39rggGg5T274NlmxhoDU4DAtpOQKuEnPvvv5/777+fH374AdDag9/97nf+TripHcCf/vQnrrnmmibLfe6557jhhhv49ttvGTJkCLfeeisnnXRSa5rmQ5oBhBAsWLDAp5YWQrBw4UJ+8YtfAApq1oKKIWslygggjCBm9kBGjRrFp59+yoUXXgjhUk+LY/PVV8uIx+PaV8HL4SFlnJKSEvLy8vj8888ZM2YMlZWV3HLLLUycOJGKigoGDx7MRRddRCQS4ZFHHmHp0qVkZGRQXl7uL6AAGzZs4KOPPqK4uJh33nmHK6+8kosvvpgTTzyR559/ntLSUkaPHs1hhx3GlVdeSd++fbn66qt54IEHeOihh1L6P2HCBO68804AfvOb33D44Ydz++23A/Dggw/yxz/+kYcffphrrrmGG264gXPOOQeAK6+8kgcffJBf/OIXjBo1iquvvpojjjgC0DttgHPPPZc//elPHH/88fzf//0fN998M5ddVpcf5oEHHvCfga+//prjjjvOF3IALrroIqZMmUI0GmXYsGEsWrSI3ceOxU2YJ4TB7bffzt57780DDzyQ0q/777+fAQMG8OyzzwLwu9/9jptuuomZM2cCOr/Kv/6l6devvvpqnnrqKW644QZOP/10Vq1axd0eVfnq1avZunUr06dPZ8wYnZ33k08+SamrqqqKDz74AMuyeOKJJ7juuuu0INEEMjMzueSSS3juuef8+/Hll1/y0EMP8d1335Gdnc0nn3zCMcccw8knnwzA2rVreffdd+nXrx8AxxxzDOvWrSM7O9svV7pJZgrvmR4xYoTn0KpYuHAhgwYNIjMzEyceqTOLRbVPkGEFGTp0KKtXr2bbtm3kZmeinBoQtv9OHHzwwXXOo2ZY1+lWIUwbwwryyCOP8PDDD7PXXnshpeSjjz5i33339Zs1e/Zs5s6dy/z58xk0aBD7778/SropzsdQt5AvWrRIaziVSjFLjRo1igcffFA/P4YJMik9QCMWGZ2CQRG0BBm21YRBq5WoPzkjcWWMgBkETBzl4Mg4lmFjCNNL6QBg+PckIcg05sLcmBEhVRiqE3B8Qcs7mqrpEWAGUE4luNUIkdMuAc+2bfr3LcZ1XVy3oZktjR0InkCh3AjEtmqfsWCvdvFcNQWpdAoTRyqCptGAINKnGFMKGY9jBwJYgY5mwt8+WiXk9O/fn9tvv913Hnz00UeZMmUKCxcuZNSoUaxbty7l/Ndee40LLriAU045pckyP/jgA04//XRuueUWTjrpJF544QWmTp3Ku+++yz777NPqDtmeA2h5eXlKNtRAIEAk4vmjCBOsAjDDCCNAIqojOzubsrIyb6K1Uq51HId4PE7A1scFelKrra31TTbhcJh9990XJV1ycnIYP348ixcvpry8nFgs5gsUoB0vv/1WU3oPGTKE4uJilFIMHjyYDRs26L7YNrNnz2bTpk28++67zJo1i3322Ydly5al9Fk6EQxLs5UedNBBvinj/fffx3VdTj31VAC2bNlCTY32y3j//feJx+O89NJLAL5JJRlKOik7gf3335+LLrqImTNnMnny5JQFGWDOnDncfvvtxGIxTNNkxYoVKb8fcsghKOkSDAbZb7/9+PTTT+sS33lRJB9++CG/+tWvkEqyevNmCrOzyAhlsGDBAo444ghfS3DEEUekCFiTJk3SbVaKXXbZhS+//DK1L37IKxQUFDBmzBikE0uKrKrDgQceiGmaKOlyyCGH8POf/7zBOc0hIYDsu+++ZGdnI12HCRMm4DiOLzAOHTqUfv36IV0Hw7S44IILGDlyJEcffTQnn3wyRx55JNo5x/W3Ss0900Ikkdl5nCYKnUYhKyuLsrIy8nJzwMwkkVwy9Z1IFkoMDCvIhx9+SHV1NbvuuitbtmzhxBNP5JFHHkkRcioqKrAsi+XLl3PeeecRDAZx4hHtf5YEKRVm/TqTkJLcsIWRFkIIsoKWl2Kg43aE9eKD0FnCBUjt2GwIA0OAKUySfcFc6eLIeJJ4koqGR7T4UmcmSxVw6q5L1fQoAa6VD9LFrl0HYRBWdrt27UIILMvC2ul0+/+bUCqICFoQ3QCWBLt9EbepZevnMeIqDKXINGg2ulG6klgs7r/XXU0K2KpH+vjjj0/5+9Zbb+X+++/nww8/ZNSoUZSUlKT8/uKLL3LwwQczePDgJsucPn06hx9+ONdeey0A1157LfPnz2f69Ok89dRTrWkegJ8grrCwkG3btoFyUZgceuihvPvuu1x88cUYWaUo6epwcmH4N23r1q0UFhbqHZnvIOsyfPhwiouLee+99zjkkEO0f4Rps2jRIgzDYMKECVRWVhKPx3Fd1089H4lECIfDlJeXM3z4cKZPn57S1qKiIr744gtsuy6E2UiyTSZ2h4WFhZx00kmccMIJFBYW8tlnnzFs2LA6HoqkBSWVmh3OO+88jjrqKP/vurq0pmfIkCH+3+FwnWOuUqqBOlwIwY9//GOuvPJKXnnllZTfqqurOffcc1m4cCEDBw5k8+bN9OnTJ+WcaDTqL9KJsQHtR5UINwmHw9TW1uqFxbJ9p+lQKJS0OIqU6+v3y6hn300IfYlc2IkxUlI2qvGPRqP++cn1mKaJ4zjefdF9rl9PYpyS2ysMAykl0WjULyvRBim1kDNjxgyuueYa3nzzTa644gquueYaLrjgAt8vDJVNYWEhZWVlido44IADWLduHStWrGDAgAFIBcIwk0K7tR9TRUWF/1xr6EiHQw89lJdffhkhBKYd9gQu2w/tnjlzJlJKDj74YL+Pa9euZfr06WRkZABw8cUXM3bsWKZNm8aIESM4/PDDGTt2TIMVPSolllIcfPDB/O1vf9PjaYf9xI3vvvtunVZJbd8Jti5ip3MnTIUkLuNYhoWVZKZLCRbwhBMpElqQZKEkkdu7vohTX68jmjivfns8EcqwcAKFEN+CXbsGkTHIy7OWRquhGhv1JB1bsrqtye9J0UxNfW+ujibaBWjH3VYKBpql29ZzeBP0GW2BVFpzE5d6zIKGwNqO07AwBHY4iTKii9HmWl3XZfbs2VRXVzNx4sQGv2/YsIFXXnlFT9TN4IMPPvDNIgkceeSRvP/++81eF41GqaioSPkAVK5di1KKffbZh8WLF4MwkdLlwgsv5MUXX+TJJ59EKoFph1i5chX333+/njCFYPHixXqXqhRuPI4TiVK7TTONTps2jauvvpqVK1di2kHWr1/Pz372My6++GJ/wXIch8cffxwhBEuWLGHZsmVMmDCBY445hkWLFrFu3Tr69+9P//79icVidTtXD0qmvmoLFy5kyZIl/gO+cOFCampqGDhwIDk5OdTW1lJeXt7QNCD1Inbqqafy1FNPkZ+fT//+/enTpw+1tdrR99RTT+XJJ5+kpKSE/v37U1hY6C/K+fn5rF271h+XZFxyySU88sgjHHTQQSnHq6qqUEpRUFAAaIfU+nj44YcRQrBy5UreeecdJk+ejHQcYrW11EQiKKU47rjjuPfee6mpqaFffj4RT5A4/PDDeeyxx6itrUUpxYMPPuhHnjWH/Px81qxZ4ws6yXCisUavefnll1m/fj1CCB5++GEOOeQQQGvcPvroI1zXJRKJ8PTTT/vXFBQUsG7dOj9KZdKkSXz66acsW7YMIQyeeOIJhgwZQlFRUUpdhmHhOA4rVqygf//+nHfeeZx88sl8/fXXALiOQKqgrw1asmQJrqsj4QoLCznjjDO46KKLWLt2LaYdRCp45JFH+P777xHCYMmSJey2226eRilOvDZCPBJFSZczzzyTxYsXc8899xB3XEw7yMZNm7j77ruprq5m9uzZzJs3jyVLlvif8ePH89xzz6X0QUqX3r17c8UVV3DjjTd6UWKpY20pRSwe5+STT2bt2rX8+c9/xpU68u+ZZ57h1Vdf5bzzzkNJFycaw407RCurcaNRlOMQq6rFiURx43GildXEI1H/nHgkinRcolWJ7w6x6hritfqcWHUt8ZoI0nW977X6e4133HFxIlGc2hiGBBV1UREHIQUqrnCjcZDgOg5uLI6SEjfu4kTjSFfq49EYuBLhKFTUxZACwxWIuERIAY5CRSXCBeGAijoICcIFGXUwvO8q6oKj6r7Hve8R77tMOkdZuDIT5USR8Ro9JrE40nWJ10ZwYrp9TtJxJxLFicb0OZEI8UjEPz8eidZ9r61FOi7xSJRYjfe9NkqsqsY/J1JeiRuP48bjRCqqdLmOk/TdJVJWgeOV6393HKIVVcRrdd2R8kpi1fq9jpRVEKuuQbqSaEWVX5/+Xq2/V1YTrdTErJGKSiLllXoTUVGlv3vPQm1ZRd33reUoKYlV11C7rdx/Fmq3VeA6Lk5tLbVbtyEdBycSoXZrGcp1caMxImXlyLjjfa/QfY7Fqd1Wrsc17lCzpQw3FkPGHWq3lftjXrN1G7HKaqTjEquqIVZRhXJdYlXVRCuqkE6ceHU1scoqZDxOvKbGO+7oMa6o1N9rIkQrqvx1KV5dg/Sex3hNjX4G43E9donvERfXNXBj1cSrq7175RCrqdXtdvS74cbjXh11x+M1Ed0fR99rNxbHlS7VtVGisTimkthOHOE6+n2Ixfznyn/GpPTeqwiRsgoiZRVIx0G6UpcZd1DS9evtLLRayPn888/JysoiGAxy6aWX8sILLzSaLv7RRx8lOzvb90FoCuvXr/edahMoLi5m/fr1zV532223kZub639KS0sBCASrUG6cM844gzlz5iCEwHFdhgwZwltvvcU//vEP+vXrxy677MJRRx1Fr169AC00vffeexx//PFay2OamLaNFQwg4zVcd911nH322Rx88MEMGzaMffbZh8MPP5w77rjDb1NBQQEfffQRY8eO5eijj+bvf/87+fn59OrVi3/84x9ccskljBo1ipEjR/rCn2VZvmAghMAwDD+ap6KigjPOOIP+/fszZMgQpk6dysMPP0y/fv0IBAL87ne/Y9KkSX5kTH5+vhachPbnuOyyy9hjjz0YPXo048ePZ/jw4bz22msA3HHHHUQiEYYOHcr48ePZfffd+fzzzwHtn/O3v/2NkSNH8q9//YtgMEh+fj6gNWQ/+tHpvsBQVFSEYRgUFxdz8cUXM3z4cMaNG4frug0W9K1bt7L77ruz3377ceedd1JaWoobr8UKBlDCoCYa5dJLL2X33XdnxIgRjBs3zg9j/9GPfsSkSZMYMWIEw4cPxzAMfvOb3wDaJyaZOygcDvumtBNPPJHq6mpGjRrF9ddfnzK+hmd6TL4+IyPDNxmNHDmSefPm8ac//QnQmszc3FwGDx7MpEmTmDBhgp9M7sADD6Rv376MHj2aiy66iOLiYv72t78xZcoURo4cyYwZM3jyySd9s0DinoPAcRyOPfZYRo0axbhx4/jPf/7Dz3/+c5SUSBFCYRKP1FJQUMCkSZOYP3++px1y+X//7/+x7777MnHiRHbddVdKS0uZO3eu38c5c+Zwxhln6PQK8aimV5faSbmwsJD58+fzn//8x3/G9ttvPzIyMvjXv/7Fvvvuy6677ooTqSAeqUYpxbnnnsucOXMA6N27N5ZlgVRIJ84VV1zBZ599xpdffokQAtu2/ffLEIJIVQU5OTnMnTuX999/nwEDBjBgwAAeeOAB3njjDXbZZRdi1ZXezhWEKRA4+m/TQpPFCC+jsTYTpXz3WVU94dyTtRLfveH2BTBRz4nAMiwCZhBb2NgiQMAMYikLw9VlylgcJxpDuVIvNtGoJ/DEcSIxDGVgKRMjLrCxMaTAjcZRrgRXoeKutoxLUDEXIQVCCVTcRboS5UpUzNXnugoZc7Xjg8S/Vkihj7tKMwm7EiVdfX+9BUrfawfpON6GzcH1jktHH1dS6foc17OKevV7WuyEs6hWTHnaKYFmAffGzt80CH1PEpnCDdPws04Ly9TfAcMyEzcE4Z2jtYi2/g0wAvq7EPr9NGxTz4u2hWF55kJLfwewgjZW0Naa31AQKxREGAIrEMBO+m5l6Bx8ZsDWWgVheN+DGKaBYQewMzIR3rxvZ2QgDAPDsrAzMzAsE8O2sDPDGKaJYZkEMsO6rZZJIDtTt880CWRmYNq2ftcwMIMBDMPACgawwpr00QoGscMhj9MtiBXS361A4riJFQxgZ3j12br+hBa57iP15jhx37wNrpLe3yIIbhzlROqOuW7dfXZd/7h0pX+9lC5SKo+qw0FKiSu1ZthGYQuBcF39bEtZ73nTzyHS++5K774Y+hmTrt4suJq0VMZ1+zoLrc5CHovFWLlyJWVlZb6j5fz58xsIOsOHD+fwww/nr3/9a7PlBQIBHn30Uc444wz/2JNPPskFF1zQqO0+gWg06odTg/ZXGDBgAN8vfoVepRPIzi/i6KOP5uabb2bPPfekqrKM7Jw8hDCIx+PE43EyMjL8Hf6sWbP44osvuOuuuyjbuhHpxOtUmE4V2flF2KE8QJspMjM1aV48FkUpRXmFJlLbtGkTkUiEYDCIEIKaqnKUgoysHIQQVFVVEQwGU8wroE0dNdUVZGblNjrmUkpCoZDe7dRWY5oWgWDjWaEjtdVUV5aRm98byw7gui41NTVkZWVpoS8eQxgmpmkSj8eJxWL+Iu/Eo5hWoFH1qFKKbZt0BIZpBcjJL/TPk1JiGAaxWEy/0PWM+0IIpJTEYjEdtmoYRGqqqK4qBzT1/+aaKLv07UdmKITjOESjUTIzNSGiKx0s09Y0+WjzlONoynzL86txHb3bCARCfpugofkq0ZeyLRvIyS/ENBtabZVSRKNRQqEQUkoqyjaRk1uIYZop9xcSmjMXoxH/nkSfE/fOicewA0G/jsryLWTn9kIIbYITQhAMBlFKUrZ1U4rzcUFhH/7z7rvMmDGD5557jqrKMoKhDGw7gFKK6upqwuGwby6NRqPsvffevPXWW+Tn5VK+bVNK2yw7SHZuAYZhpIx3yjhIydY1iyFYRFZOPsFQQ5NITXUF0dpa8noV1Y1JkuZMKcXWLeuJOZo1vKigt/+sJD/XVRXbiEXrKAWEcsGtAiOM6gTHyc6GIx3PRydh/ha+C0/ypKu8RJbQmDUkcU2Sz5UCLS0JhHIIxDZhmiEI9+/8TvUgJMz5DY7TmP9T09e25PzWlg/evOBKLZwkXdPU945qX0o5ThXEtqGChV6y5LbBURB1JQJF2DI70EiswI1SWb6ZXUbsS1lZGbm5DdfA9qDVbmaBQMB3PJ4wYQIff/wxM2bMSImG+c9//sPy5ctT1PlNoaSkpIHWJjlkuikEg0E/nBrwzVW77H4sAGVlZdx///1s3LgRIQS5eXpHecYZZ3DssccSDodZtGgR77//Pm+99Rb9+vXjxBNPZPHixZrDpREUFRVx7bXXMnDgQNauXcuf/vQnVq5cyWuvveaH9YIWgv7+979z3333sXz5ckD7YFx99dVMmDCB6upq3n77bR599FGOPfZYxo0bx8yZM1m9ejWHHHIIBxxwAE8++SQbNmzg/PPPZ5999sEwDL766ivuu+8+f7xGjBjBkUceSV5eHv/5z3+YOHEiX331Fc8884zfllGjRnHllVdSWFjIqlWrmDVrFgsWLAC0I/C5555LVlYWy5cv58EHH+T7778nKyuL0047jYEDB/LNN98AMGjQIB588EE2bqzLXzVu3DhOPPFE5s2bx7x58zjppJM45ZRTkFKyYMEC8vLymDx5sm/uAW3mnDlzJg888ACLFi1qdJz32msvpk2bRnZ2Np999hn33HMPW7duZf/99+eSSy5BSskrr7zCM888g2VZXH755Ugpuf/++3Ech4suuoicnBzuu+8+IpEIxx13HOPGjSMWi7F06VImTJjAk08+yddff41lWfz0pz8FdHTYhRdeSEFBAbm5uQwcOJCPPvqIGTNm4Dha2Ljssss48MADWbduHWvWrEEI4ZvXDjnkEPbZZx+EEDz44IMYhsH1119PSUkJn3zyiX/elClTGDt2LA8//DBr166loKCACy+8kD333NOPYLrnnnsaELT95je/4bbbbmPLli04jsPLr7zua/p++ctf+r5QTz31FA899BDhcJh7772X3r17s/vuu/PZZw2TqwIcd9xxTJ06laysLJYuXcqjjz7KCSecQCAQYObMmSnv5znnnMPgwYNZunQpI0eO5L///S+vvvqq/6ydeuqpbNy4kb///e+ceOKJjBo1iscee4zvv/8+pc6TTz6ZU089FdM0efvttxtE06WRRhr/e6isrOxwIafVmpz6OPTQQyktLdVMwR7OPfdcvvjiiwahuY3h9NNPp7Ky0p8oAY4++mjy8vJa5XgspWTt2rVkZ2f7Zp+EpuZvf/sbJ510km9aqI9wOIxlWUgpGziTtgTBYBDDMFi8eDETJkygpqbGXxR7IioqKigtLWXVqlVNjklHwbZtwuEwH374Ifvssw+RSMTXxvQkdOWYtActfVYty/J9xeLxeIrWs6XYUcakK5Eek4ZIj0njSI9LQzQ1JkopKisr6du3b6Oa9/agVZqc6667jqOPPprS0lIqKyt9x8TXX3/dP6eiooJnn32WP//5z42Wcc4559CvXz9NqAZcccUVHHDAAdxxxx1MmTKFF198kbfeeot33323VR0xDMNn501GRUUFP//5z/nJT36y3QfNNM12PYwTJkwA8CNPejpycnK67OVLhB2Hw+GUqKiehq4ck/agNc9qfa1na7GjjElXIj0mDZEek8aRHpeGaGxMOlqDk0CrhJwNGzZw9tlns27dOnJzcxk7diyvv/56SpTL7NmzUUql+NgkY+XKlSmS2qRJk5g9ezbXX389N9xwA0OGDOHpp59uE0dOGmmkkUYaaaSRRgLtNlf1dFRUVJCbm0t5eXlamvaQHpOGSI9JQ6THpCHSY9IQ6TFpHOlxaYjuGJPuYefpQgSDQX7/+9+3S12/syE9Jg2RHpOGSI9JQ6THpCHSY9I40uPSEN0xJju9JieNNNJII4000vjfxE6vyUkjjTTSSCONNP43kRZy0kgjjTTSSCONnRJpISeNNNJII4000tgpkRZy0kgjjTTSSCONnRJpISeNNNJII4000tgpsdMIObfeeiuTJk0iIyODvLy8Rs9ZuXIlxx9/PJmZmRQWFvLzn/+cWCyWcs4zzzzDuHHjyMjIYODAgdx5551d0PrOQUeNSSIjdXZ2Nr179+aUU05pkItoR0FHjMmNN97oZ2FO/tRPbrkjoaOeFaUUd911F8OGDSMYDFJaWsof//jHLuhBx6MjxuSHH35o9FlJZonfkdBRz0kC33zzDdnZ2U2WtSOgI8Zk+fLlHHzwwRQXFxMKhRg8eDDXX399j0yB0xJ0xJjMmzePKVOm0KdPHzIzMxk3bhxPPvlkq9vS6gSdPRWxWIzTTjuNiRMn8vDDDzf43XVdjj32WHr37s27777Lli1b+MlPfoJSys+U/tprr3HWWWfx17/+lSOOOIJly5Zx4YUXEg6HmTZtWld3qd3oiDH57rvvmDJlCldffTVPPvkk5eXlXHXVVZx88sksXLiwq7vUbnTEmPzyl7/k0ksvTbnu0EMPZa+99uqSPnQGOmJcQKdpeeONN7jrrrsYM2YM5eXlbN68uSu70mHoqDEBeOuttxg1apT/d0FBQae3vzPQkWMSj8c544wzmDx5Mu+//35XdaHD0RFjYts255xzDnvssQd5eXksXryYiy66CCnlDrlJ6Igxef/99xk7diy//vWvKS4u5pVXXuGcc84hJyeH448/vuWNUTsZZs6cqXJzcxscf/XVV5VhGGrNmjX+saeeekoFg0FVXl6ulFLqjDPOUKeeemrKdXfffbfq37+/klJ2ars7E+0Zk2effVZZlqVc1/XPeemll5QQQsVisU5ve2ehPWNSH4sWLVKAeueddzqruV2G9ozL0qVLlWVZ6ssvv+yq5nYJ2jMm33//vQLUwoULu6i1XYOOeH9+9atfqR//+MdNlrWjoSPnFKWUuuqqq9T+++/fGU3tMnT0mBxzzDHqvPPOa1Ubdhpz1fbwwQcfMHr0aPr27esfO/LII4lGo3z66acARKNRP3NzAuFwmNWrV7NixYoubW9XoCVjMmHCBEzTZObMmbiuS3l5OY8//jhHHHEEtm13V9M7DS0Zk/p46KGHGDZsGJMnT+6qZnY5WjIuc+bMYfDgwbz88svssssuDBo0iAsvvJCtW7d2V7M7Fa15Vk444QSKiorYb7/9+Oc//9nVTe0ytHRM3n77bZ599lnuu+++7mhml6Itc8o333zD66+/zoEHHthVzexStGVMAMrLy1utBf2fEXLWr19PcXFxyrH8/HwCgQDr168H9CA///zz/Pvf/0ZKyVdffcX06dMBWLduXVc3udPRkjEZNGgQb7zxBtdddx3BYJC8vDxWr17N7Nmzu6PJnY6WjEkyotEoTz75JBdccEFXNbFb0JJx+e6771ixYgXPPvssjz32GLNmzeLTTz/l1FNP7Y4mdzpaMiZZWVn85S9/4Z///Cevvvoqhx56KKeffjpPPPFEdzS509GSMdmyZQvnnnsus2bN+p/I6dSaOWXSpEmEQiGGDh3K5MmTufnmm7uyqV2G1s6zAP/85z/5+OOPOe+881pVV48Wcppy8Ez+fPLJJy0uTwjR4JhSyj9+0UUXMW3aNI477jgCgQD77rsvP/rRjwAwTbNjOtVOdPWYrF+/ngsvvJCf/OQnfPzxx8yfP59AIMCpp56K6iEZQbp6TJLx/PPPU1lZyTnnnNOuPnQGunpcpJREo1Eee+wxJk+ezEEHHcTDDz/M3LlzWb58eYf1qz3o6jEpLCzkqquuYu+992bChAncfPPNXHbZZfzpT3/qsD61F90xz5555pkccMABHdaHjkZ3zSlPP/00CxYs4B//+AevvPIKd911V7v70lHoznl23rx5nHvuufz9739P8W1rCXq04/G0adN8IaMpDBo0qEVllZSU8NFHH6Uc27ZtG/F43JcohRDccccd/PGPf2T9+vX07t2bf//7362qp7PR1WNy3333kZOTkzIpP/HEE5SWlvLRRx+x7777tq4DnYCuHpNkPPTQQxx33HGUlJS0uL1dha4elz59+mBZFsOGDfPPGTFiBKAjKXbbbbdWtL5z0J3PSgL77rsvDz30UIvq6Ap09Zi8/fbbvPTSS/4CrpRCSollWTz44IOcf/75re9EB6O7npPS0lIARo4cieu6XHzxxfziF7/oEZvs7hqT+fPnc/zxx/OXv/ylTZvJHi3kFBYWUlhY2CFlTZw4kVtvvZV169bRp08fAN544w2CwSB77rlnyrmmadKvXz8AnnrqKSZOnEhRUVGHtKO96OoxqampafCCJf6WUnZIO9qL7npOvv/+e+bOnctLL73UIXV3NLp6XPbbbz8cx+Hbb79lyJAhAHz11VcADBw4sEPa0V5017OSjIULF/rn9wR09Zh88MEHuK7rX/Piiy9yxx138P777/vzbnejJzwnSini8XiP0Zh3x5jMmzeP4447jjvuuIOLL764bZW1yk25B2PFihVq4cKF6qabblJZWVlq4cKFauHChaqyslIppZTjOGr06NHq0EMPVQsWLFBvvfWW6t+/v5o2bZpfxqZNm9T999+vli1bphYuXKh+/vOfq1AopD766KPu6la70BFj8u9//1sJIdRNN92kvvrqK/Xpp5+qI488Ug0cOFDV1NR0V9fajI4YkwSuv/561bdvX+U4Tld3o8PREePiuq7aY4891AEHHKAWLFigPvnkE7XPPvuoww8/vLu61S50xJjMmjVLPfnkk2rp0qXqyy+/VHfeeaeybVv95S9/6a5utQsd+f4ksKNHV3XEmDzxxBPq6aefVkuXLlXffvuteuaZZ1S/fv3UWWed1V3dahc6Ykzmzp2rMjIy1LXXXqvWrVvnf7Zs2dKqtuw0Qs5PfvITBTT4zJ071z9nxYoV6thjj1XhcFgVFBSoadOmqUgk4v++adMmte+++6rMzEyVkZGhDj30UPXhhx92Q286Bh0xJkrp0L7x48erzMxM1bt3b3XCCSeoZcuWdXFvOgYdNSau66r+/fur6667rot70DnoqHFZs2aNOvnkk1VWVpYqLi5W5557bqsnpZ6CjhiTWbNmqREjRqiMjAyVnZ2t9txzT/X44493Q286Bh31nCRjRxdyOmJMZs+erfbYYw+VlZWlMjMz1ciRI9Uf//hHVVtb2w09aj86YkyaKuPAAw9sVVuEUj1EF5ZGGmmkkUYaaaTRgejR0VVppJFGGmmkkUYabUVayEkjjTTSSCONNHZKpIWcNNJII4000khjp0RayEkjjTTSSCONNHZKpIWcNNJII4000khjp0RayEkjjTTSSCONNHZKpIWcNNJII4000khjp0RayEkjjTTSSCONNHZKpIWcNNJII4000khjp0RayEkjjTTSSCONNHZKpIWcNNJII4000khjp8T/BxOOu4u8SVUcAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "metar_asos_client = iem.METARASOSIEMClient(region)\n", + "onemin_client = iem.ASOSOneMinIEMClient(region)\n", + "\n", + "fig, ax = plt.subplots()\n", + "labels = [\"METAR/ASOS\", \"ASOS 1 minute\"]\n", + "colors = sns.color_palette(n_colors=2)\n", + "sizes = [40, 20]\n", + "for client, color, size, label in zip(\n", + " [metar_asos_client, onemin_client],\n", + " colors,\n", + " sizes,\n", + " labels,\n", + "):\n", + " plot_stations(client, ax=ax, color=color, label=label, markersize=size)\n", + "ax.legend()" + ] + }, + { + "cell_type": "markdown", + "id": "6", + "metadata": {}, + "source": [ + "As we can see, not all the METAR/ASOS stations have 1 minute data. Accordingly, for the stations that have 1 minute data, we will use the 1 minute data only (that is, we will not query the METAR/ASOS data for those stations), and for the rest, we will use the METAR/ASOS data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7", + "metadata": { + "lines_to_next_cell": 2 + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": null, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "metar_asos_stations_gdf = metar_asos_client.stations_gdf.copy()[\n", + " ~metar_asos_client.stations_gdf[metar_asos_client._stations_id_col].isin(\n", + " onemin_client.stations_gdf[metar_asos_client._stations_id_col],\n", + " )\n", + "]\n", + "# ACHTUNG: ideally we should implement a proper `setter` for the `stations_gdf` property in meteostations-geopy\n", + "metar_asos_client._stations_gdf = metar_asos_stations_gdf\n", + "\n", + "# plot again\n", + "fig, ax = plt.subplots()\n", + "for client, color, label in zip([metar_asos_client, onemin_client], colors, labels):\n", + " plot_stations(client, ax=ax, color=color, label=label)\n", + "ax.legend()" + ] + }, + { + "cell_type": "markdown", + "id": "8", + "metadata": {}, + "source": [ + "## Get time series of observations\n", + "\n", + "We will now proceed to downloading the time series of observations" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9", + "metadata": {}, + "outputs": [], + "source": [ + "# date period and frequency to chunk requests\n", + "end = datetime(year=year_end, month=12, day=31)\n", + "# https://pandas.pydata.org/docs/user_guide/timeseries.html#period-aliases\n", + "freq = \"1MS\"\n", + "\n", + "date_range = pd.date_range(\n", + " end - timedelta(days=365 * num_years),\n", + " end + timedelta(days=31),\n", + " freq=freq,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "10", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|█████████████████████████████████████████████████| 36/36 [00:06<00:00, 5.64it/s]\n", + "100%|█████████████████████████████████████████████████| 36/36 [00:44<00:00, 1.23s/it]\n" + ] + } + ], + "source": [ + "def get_ts_df(client, variables, date_range):\n", + " \"\"\"Get time series data frame for a date range.\"\"\"\n", + " ts_df = pd.concat(\n", + " [\n", + " client.get_ts_df(variables, start_date, end_date)\n", + " for start_date, end_date in tqdm.tqdm(\n", + " zip(date_range[:-1], date_range[1:]),\n", + " total=len(date_range) - 1,\n", + " )\n", + " ],\n", + " )\n", + " # rename time column so that they both have a common label\n", + " ts_df.index = ts_df.index.rename({client._time_col: \"time\"})\n", + " return ts_df\n", + "\n", + "\n", + "metar_asos_ts_df = get_ts_df(metar_asos_client, variables, date_range)\n", + "onemin_ts_df = get_ts_df(onemin_client, variables, date_range)" + ] + }, + { + "cell_type": "markdown", + "id": "11", + "metadata": {}, + "source": [ + "This is what the time series data frames look like:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "12", "metadata": {}, "outputs": [ { @@ -98,35 +292,15 @@ " \n", " \n", " \n", - " name\n", - " country\n", - " region\n", - " wmo\n", - " icao\n", - " latitude\n", - " longitude\n", - " elevation\n", - " timezone\n", - " hourly_start\n", - " hourly_end\n", - " daily_start\n", - " daily_end\n", - " monthly_start\n", - " monthly_end\n", + " \n", + " temperature\n", + " pressure\n", + " precipitation\n", + " surface_wind_speed\n", " \n", " \n", - " id\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " station\n", + " time\n", " \n", " \n", " \n", @@ -135,186 +309,120 @@ " \n", " \n", " \n", - " 06610\n", - " Payerne\n", - " CH\n", - " VD\n", - " 06610\n", - " LSMP\n", - " 46.8167\n", - " 6.9500\n", - " 490.0\n", - " Europe/Zurich\n", - " 2015-09-03\n", - " 2024-09-04\n", - " 1964-08-01\n", - " 2024-08-16\n", - " 1964-01-01\n", - " 2022-01-01\n", + " 04V\n", + " 2021-01-01 00:15:00\n", + " 21.2\n", + " NaN\n", + " 0.0\n", + " 3.0\n", " \n", " \n", - " 06619\n", - " Fretaz La / Vugelles\n", - " CH\n", - " VD\n", - " 06619\n", - " <NA>\n", - " 46.8406\n", - " 6.5764\n", - " 1205.0\n", - " Europe/Zurich\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", + " 2021-01-01 00:35:00\n", + " 21.2\n", + " NaN\n", + " 0.0\n", + " 4.0\n", " \n", " \n", - " 06702\n", - " La Dole\n", - " CH\n", - " VD\n", - " 06702\n", - " <NA>\n", - " 46.4333\n", - " 6.1000\n", - " 1670.0\n", - " Europe/Zurich\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", + " 2021-01-01 00:55:00\n", + " 19.4\n", + " NaN\n", + " 0.0\n", + " 5.0\n", " \n", " \n", - " 06705\n", - " Nyon / Changins\n", - " CH\n", - " VD\n", - " 06705\n", - " <NA>\n", - " 46.4011\n", - " 6.2278\n", - " 455.0\n", - " Europe/Zurich\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", - " 1949-01-01\n", - " 1977-01-01\n", + " 2021-01-01 01:15:00\n", + " 19.4\n", + " NaN\n", + " 0.0\n", + " 6.0\n", + " \n", + " \n", + " 2021-01-01 01:35:00\n", + " 21.2\n", + " NaN\n", + " 0.0\n", + " 5.0\n", " \n", " \n", - " 06710\n", - " Lausanne\n", - " CH\n", - " VD\n", - " 06710\n", - " LSGL\n", - " 46.5500\n", - " 6.6167\n", - " 616.0\n", - " Europe/Zurich\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", " \n", " \n", - " 06711\n", - " Pully\n", - " CH\n", - " VD\n", - " 06711\n", - " <NA>\n", - " 46.5122\n", - " 6.6675\n", - " 456.0\n", - " Europe/Zurich\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", + " VTP\n", + " 2023-12-31 22:35:00\n", + " 30.2\n", + " NaN\n", + " 0.0\n", + " 0.0\n", " \n", " \n", - " 06712\n", - " Aigle\n", - " CH\n", - " VD\n", - " 06712\n", - " <NA>\n", - " 46.3333\n", - " 6.9167\n", - " 381.0\n", - " Europe/Zurich\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", - " NaT\n", + " 2023-12-31 22:55:00\n", + " 32.0\n", + " NaN\n", + " 0.0\n", + " 3.0\n", " \n", " \n", - " 06717\n", - " Grand St. Bernard / Grand Saint Bernard\n", - " CH\n", - " VD\n", - " 06717\n", - " <NA>\n", - " 45.8689\n", - " 7.1708\n", - " 2472.0\n", - " Europe/Zurich\n", - " NaT\n", - " NaT\n", - " 1864-01-01\n", - " 2024-08-18\n", - " 1864-01-01\n", - " 2022-01-01\n", + " 2023-12-31 23:15:00\n", + " 30.2\n", + " NaN\n", + " 0.0\n", + " 0.0\n", + " \n", + " \n", + " 2023-12-31 23:35:00\n", + " 30.2\n", + " NaN\n", + " 0.0\n", + " 0.0\n", + " \n", + " \n", + " 2023-12-31 23:55:00\n", + " 30.2\n", + " NaN\n", + " 0.0\n", + " 3.0\n", " \n", " \n", "\n", + "

4901787 rows × 4 columns

\n", "" ], "text/plain": [ - " name country region wmo icao \\\n", - "id \n", - "06610 Payerne CH VD 06610 LSMP \n", - "06619 Fretaz La / Vugelles CH VD 06619 \n", - "06702 La Dole CH VD 06702 \n", - "06705 Nyon / Changins CH VD 06705 \n", - "06710 Lausanne CH VD 06710 LSGL \n", - "06711 Pully CH VD 06711 \n", - "06712 Aigle CH VD 06712 \n", - "06717 Grand St. Bernard / Grand Saint Bernard CH VD 06717 \n", - "\n", - " latitude longitude elevation timezone hourly_start hourly_end \\\n", - "id \n", - "06610 46.8167 6.9500 490.0 Europe/Zurich 2015-09-03 2024-09-04 \n", - "06619 46.8406 6.5764 1205.0 Europe/Zurich NaT NaT \n", - "06702 46.4333 6.1000 1670.0 Europe/Zurich NaT NaT \n", - "06705 46.4011 6.2278 455.0 Europe/Zurich NaT NaT \n", - "06710 46.5500 6.6167 616.0 Europe/Zurich NaT NaT \n", - "06711 46.5122 6.6675 456.0 Europe/Zurich NaT NaT \n", - "06712 46.3333 6.9167 381.0 Europe/Zurich NaT NaT \n", - "06717 45.8689 7.1708 2472.0 Europe/Zurich NaT NaT \n", - "\n", - " daily_start daily_end monthly_start monthly_end \n", - "id \n", - "06610 1964-08-01 2024-08-16 1964-01-01 2022-01-01 \n", - "06619 NaT NaT NaT NaT \n", - "06702 NaT NaT NaT NaT \n", - "06705 NaT NaT 1949-01-01 1977-01-01 \n", - "06710 NaT NaT NaT NaT \n", - "06711 NaT NaT NaT NaT \n", - "06712 NaT NaT NaT NaT \n", - "06717 1864-01-01 2024-08-18 1864-01-01 2022-01-01 " + " temperature pressure precipitation \\\n", + "station time \n", + "04V 2021-01-01 00:15:00 21.2 NaN 0.0 \n", + " 2021-01-01 00:35:00 21.2 NaN 0.0 \n", + " 2021-01-01 00:55:00 19.4 NaN 0.0 \n", + " 2021-01-01 01:15:00 19.4 NaN 0.0 \n", + " 2021-01-01 01:35:00 21.2 NaN 0.0 \n", + "... ... ... ... \n", + "VTP 2023-12-31 22:35:00 30.2 NaN 0.0 \n", + " 2023-12-31 22:55:00 32.0 NaN 0.0 \n", + " 2023-12-31 23:15:00 30.2 NaN 0.0 \n", + " 2023-12-31 23:35:00 30.2 NaN 0.0 \n", + " 2023-12-31 23:55:00 30.2 NaN 0.0 \n", + "\n", + " surface_wind_speed \n", + "station time \n", + "04V 2021-01-01 00:15:00 3.0 \n", + " 2021-01-01 00:35:00 4.0 \n", + " 2021-01-01 00:55:00 5.0 \n", + " 2021-01-01 01:15:00 6.0 \n", + " 2021-01-01 01:35:00 5.0 \n", + "... ... \n", + "VTP 2023-12-31 22:35:00 0.0 \n", + " 2023-12-31 22:55:00 3.0 \n", + " 2023-12-31 23:15:00 0.0 \n", + " 2023-12-31 23:35:00 0.0 \n", + " 2023-12-31 23:55:00 3.0 \n", + "\n", + "[4901787 rows x 4 columns]" ] }, "execution_count": null, @@ -323,42 +431,13 @@ } ], "source": [ - "isd_stations = meteostat.Stations().region(\"CH\", \"VD\")\n", - "isd_stations_df = isd_stations.fetch(isd_stations.count())\n", - "isd_stations_df" - ] - }, - { - "cell_type": "markdown", - "id": "4", - "metadata": {}, - "source": [ - "### Agrometeo" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5", - "metadata": {}, - "outputs": [], - "source": [ - "client = agrometeo.AgrometeoClient(\"Canton de Vaud\")\n", - "client.stations_gdf" - ] - }, - { - "cell_type": "markdown", - "id": "6", - "metadata": {}, - "source": [ - "### Combine into single geo-data frame" + "metar_asos_ts_df" ] }, { "cell_type": "code", "execution_count": null, - "id": "7", + "id": "13", "metadata": {}, "outputs": [ { @@ -382,263 +461,137 @@ " \n", " \n", " \n", - " station\n", - " geometry\n", - " \n", - " \n", - " \n", - " \n", - " 0\n", - " 06610\n", - " POINT (562709.335 185177.384)\n", - " \n", - " \n", - " 1\n", - " 06619\n", - " POINT (534227.820 188080.120)\n", - " \n", - " \n", - " 2\n", - " 06702\n", - " POINT (497116.859 143319.101)\n", - " \n", - " \n", - " 3\n", - " 06705\n", - " POINT (506882.953 139580.197)\n", - " \n", - " \n", - " 4\n", - " 06710\n", - " POINT (536962.781 155743.719)\n", - " \n", - " \n", - " 5\n", - " 06711\n", - " POINT (540817.288 151502.237)\n", - " \n", - " \n", - " 6\n", - " 06712\n", - " POINT (559809.660 131457.276)\n", - " \n", - " \n", - " 7\n", - " 06717\n", - " POINT (579198.599 79732.982)\n", - " \n", - " \n", - " 8\n", - " 1\n", - " POINT (521720.000 148080.000)\n", - " \n", - " \n", - " 9\n", - " 3\n", - " POINT (507130.000 139310.000)\n", - " \n", - " \n", - " 10\n", - " 4\n", - " POINT (520355.000 148210.000)\n", - " \n", - " \n", - " 11\n", - " 10\n", - " POINT (557241.000 144716.000)\n", - " \n", - " \n", - " 12\n", - " 13\n", - " POINT (540810.000 151565.000)\n", - " \n", - " \n", - " 13\n", - " 16\n", - " POINT (509460.000 144415.000)\n", - " \n", - " \n", - " 14\n", - " 22\n", - " POINT (535880.000 167545.000)\n", - 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" \n", - " \n", - " 28\n", - " 78\n", - " POINT (506235.000 154720.000)\n", + " \n", + " temperature\n", + " pressure\n", + " precipitation\n", + " surface_wind_speed\n", " \n", " \n", - " 29\n", - " 79\n", - " POINT (506370.000 154500.000)\n", + " station\n", + " time\n", + " \n", + " \n", + " \n", + " \n", " \n", + " \n", + " \n", " \n", - " 30\n", - " 80\n", - " POINT (530705.000 172751.000)\n", + " AKO\n", + " 2021-01-01 07:00:00\n", + " 20.0\n", + " 25.301\n", + " 0.0\n", + " 9.0\n", " \n", " \n", - " 31\n", - " 85\n", - " POINT (561100.000 138980.000)\n", + " 2021-01-01 07:01:00\n", + " 20.0\n", + " 25.300\n", + " 0.0\n", + " 9.0\n", " \n", " \n", - " 32\n", - " 91\n", - " POINT (567515.000 122710.000)\n", + " 2021-01-01 07:02:00\n", + " 21.0\n", + " 25.300\n", + " 0.0\n", + " 9.0\n", " \n", " \n", - " 33\n", - " 94\n", - " POINT (564630.000 129341.000)\n", + " 2021-01-01 07:03:00\n", + " 21.0\n", + " 25.300\n", + " 0.0\n", + " 9.0\n", " \n", " \n", - " 34\n", - " 95\n", - " POINT (557469.000 145366.000)\n", + " 2021-01-01 07:04:00\n", + " 21.0\n", + " 25.300\n", + " 0.0\n", + " 9.0\n", " \n", " \n", - " 35\n", - " 96\n", - " POINT (551683.000 147086.000)\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", " \n", " \n", - " 36\n", - " 97\n", - " POINT (503904.000 132349.000)\n", + " TAD\n", + " 2023-12-31 23:55:00\n", + " 35.0\n", + " 24.379\n", + " 0.0\n", + " 5.0\n", " \n", " \n", - " 37\n", - " 98\n", - " POINT (544528.000 149600.000)\n", + " 2023-12-31 23:56:00\n", + " 35.0\n", + " 24.379\n", + " 0.0\n", + " 5.0\n", " \n", " \n", - " 38\n", - " 99\n", - " POINT (530603.000 178848.000)\n", + " 2023-12-31 23:57:00\n", + " 35.0\n", + " 24.379\n", + " 0.0\n", + " 5.0\n", " \n", " \n", - " 39\n", - " 301\n", - " POINT (545910.000 189800.000)\n", + " 2023-12-31 23:58:00\n", + " 35.0\n", + " 24.380\n", + " 0.0\n", + " 5.0\n", " \n", " \n", - " 40\n", - " 305\n", - " POINT (550365.000 147190.000)\n", + " 2023-12-31 23:59:00\n", + " 35.0\n", + " 24.380\n", + " 0.0\n", + " 5.0\n", " \n", " \n", "\n", + "

28669682 rows × 4 columns

\n", "" ], "text/plain": [ - " station geometry\n", - "0 06610 POINT (562709.335 185177.384)\n", - "1 06619 POINT (534227.820 188080.120)\n", - "2 06702 POINT (497116.859 143319.101)\n", - "3 06705 POINT (506882.953 139580.197)\n", - "4 06710 POINT (536962.781 155743.719)\n", - "5 06711 POINT (540817.288 151502.237)\n", - "6 06712 POINT (559809.660 131457.276)\n", - "7 06717 POINT (579198.599 79732.982)\n", - "8 1 POINT (521720.000 148080.000)\n", - "9 3 POINT (507130.000 139310.000)\n", - "10 4 POINT (520355.000 148210.000)\n", - "11 10 POINT (557241.000 144716.000)\n", - "12 13 POINT (540810.000 151565.000)\n", - "13 16 POINT (509460.000 144415.000)\n", - "14 22 POINT (535880.000 167545.000)\n", - "15 27 POINT (551550.000 169860.000)\n", - "16 29 POINT (541538.000 178811.000)\n", - "17 31 POINT (514400.000 146725.000)\n", - "18 36 POINT (562950.000 131800.000)\n", - "19 41 POINT (548470.000 147690.000)\n", - "20 50 POINT (516500.000 146570.000)\n", - "21 53 POINT (540540.000 187680.000)\n", - "22 57 POINT (501340.000 129620.000)\n", - "23 65 POINT (510200.000 146080.000)\n", - "24 70 POINT (526739.000 152462.000)\n", - "25 72 POINT (567100.000 124835.000)\n", - "26 74 POINT (565275.000 123825.000)\n", - "27 76 POINT (501610.000 131975.000)\n", - "28 78 POINT (506235.000 154720.000)\n", - "29 79 POINT (506370.000 154500.000)\n", - "30 80 POINT (530705.000 172751.000)\n", - "31 85 POINT (561100.000 138980.000)\n", - "32 91 POINT (567515.000 122710.000)\n", - "33 94 POINT (564630.000 129341.000)\n", - "34 95 POINT (557469.000 145366.000)\n", - "35 96 POINT (551683.000 147086.000)\n", - "36 97 POINT (503904.000 132349.000)\n", - "37 98 POINT (544528.000 149600.000)\n", - "38 99 POINT (530603.000 178848.000)\n", - "39 301 POINT (545910.000 189800.000)\n", - "40 305 POINT (550365.000 147190.000)" + " temperature pressure precipitation \\\n", + "station time \n", + "AKO 2021-01-01 07:00:00 20.0 25.301 0.0 \n", + " 2021-01-01 07:01:00 20.0 25.300 0.0 \n", + " 2021-01-01 07:02:00 21.0 25.300 0.0 \n", + " 2021-01-01 07:03:00 21.0 25.300 0.0 \n", + " 2021-01-01 07:04:00 21.0 25.300 0.0 \n", + "... ... ... ... \n", + "TAD 2023-12-31 23:55:00 35.0 24.379 0.0 \n", + " 2023-12-31 23:56:00 35.0 24.379 0.0 \n", + " 2023-12-31 23:57:00 35.0 24.379 0.0 \n", + " 2023-12-31 23:58:00 35.0 24.380 0.0 \n", + " 2023-12-31 23:59:00 35.0 24.380 0.0 \n", + "\n", + " surface_wind_speed \n", + "station time \n", + "AKO 2021-01-01 07:00:00 9.0 \n", + " 2021-01-01 07:01:00 9.0 \n", + " 2021-01-01 07:02:00 9.0 \n", + " 2021-01-01 07:03:00 9.0 \n", + " 2021-01-01 07:04:00 9.0 \n", + "... ... \n", + "TAD 2023-12-31 23:55:00 5.0 \n", + " 2023-12-31 23:56:00 5.0 \n", + " 2023-12-31 23:57:00 5.0 \n", + " 2023-12-31 23:58:00 5.0 \n", + " 2023-12-31 23:59:00 5.0 \n", + "\n", + "[28669682 rows x 4 columns]" ] }, "execution_count": null, @@ -647,359 +600,182 @@ } ], "source": [ - "stations_gdf = (\n", - " pd.concat(\n", - " [\n", - " gpd.GeoSeries(\n", - " gpd.points_from_xy(\n", - " isd_stations_df[\"longitude\"],\n", - " isd_stations_df[\"latitude\"],\n", - " crs=METEOSTAT_CRS,\n", - " ),\n", - " name=\"geometry\",\n", - " index=isd_stations_df.index,\n", - " ).to_crs(client.stations_gdf.crs),\n", - " client.stations_gdf[\"geometry\"],\n", - " ],\n", - " axis=\"rows\",\n", - " )\n", - " .rename_axis(index=\"station\")\n", - " .reset_index()\n", - ")\n", + "onemin_ts_df" + ] + }, + { + "cell_type": "markdown", + "id": "14", + "metadata": {}, + "source": [ + "Let us now combine and preprocess the two time seires data frames and station locations geo-data frames:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "15", + "metadata": {}, + "outputs": [], + "source": [ + "# merge the two data frames, reset the index, and set the station id as a string with the name \"id\" (so that it is the\n", + "# same as the stations geo data frame)\n", + "ts_df = pd.concat([onemin_ts_df, metar_asos_ts_df]).reset_index()\n", "# TODO: https://github.com/wesm/feather/issues/349\n", - "stations_gdf[\"station\"] = stations_gdf[\"station\"].astype(str)" + "ts_df = ts_df.assign(**{\"id\": ts_df[\"station\"].astype(str)}).drop(columns=[\"station\"])\n", + "\n", + "# merge the stations geo data frames too and keep only the columns of interest\n", + "stations_gdf = pd.concat(\n", + " [onemin_client.stations_gdf, metar_asos_client.stations_gdf],\n", + ").reset_index()[[\"id\", \"geometry\"]]\n", + "\n", + "# TODO: https://github.com/wesm/feather/issues/349\n", + "stations_gdf[\"id\"] = stations_gdf[\"id\"].astype(str)" ] }, { "cell_type": "markdown", - "id": "8", + "id": "16", "metadata": {}, "source": [ - "## Get time series of observations" + "## TStore\n", + "\n", + "We will start by writing the data into a tstore:" ] }, { "cell_type": "code", "execution_count": null, - "id": "9", + "id": "17", "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "(Timestamp('2019-01-01 00:00:00'), Timestamp('2024-01-01 00:00:00'))" - ] - }, - "execution_count": null, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "Dumped tstore in: 13.30 s\n" + ] } ], "source": [ - "end = datetime(year=2023, month=12, day=31)\n", - "# https://pandas.pydata.org/docs/user_guide/timeseries.html#period-aliases\n", - "freq = \"1MS\"\n", + "# tstore arguments\n", + "tstore_dir = \"colorado-tstore\"\n", + "id_var = \"id\"\n", + "time_var = \"time\"\n", + "partitioning = \"year\"\n", + "tstore_structure = \"id-var\"\n", "\n", - "# date range to chunk agrometeo requests\n", - "date_range = pd.date_range(\n", - " end - timedelta(days=365 * num_years),\n", - " end + timedelta(days=31),\n", - " freq=freq,\n", - ")" + "# init tstore\n", + "tslong = tstore.TSLong(\n", + " ts_df,\n", + " id_var=id_var,\n", + " time_var=time_var,\n", + " geometry=stations_gdf,\n", + ")\n", + "\n", + "# dump\n", + "start = time.time()\n", + "tslong.to_tstore(\n", + " # TSTORE options\n", + " tstore_dir,\n", + " # TSTORE options\n", + " partitioning=partitioning,\n", + " tstore_structure=tstore_structure,\n", + ")\n", + "print(f\"Dumped tstore in: {time.time() - start:.2f} s\")" ] }, { "cell_type": "markdown", - "id": "10", + "id": "18", "metadata": {}, "source": [ - "### Global Hourly - Integrated Surface Database (ISD)" + "This is the resulting file structure:" ] }, { "cell_type": "code", "execution_count": null, - "id": "11", + "id": "19", "metadata": {}, "outputs": [ { - "data": { - "text/html": [ - "
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066102019-01-01 00:00:005.03.791.00.0NaN36.04.09.31034.3NaN5.0
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2019-01-01 04:00:004.43.191.00.0NaN67.03.013.01033.5NaN3.0
.......................................
067172023-12-31 19:00:00-6.5-7.096.01.5NaN85.020.435.2NaNNaN15.0
2023-12-31 20:00:00-6.7-7.197.00.7NaN87.018.535.2NaNNaN15.0
2023-12-31 21:00:00-6.9-8.191.00.1NaN87.018.533.3NaNNaN15.0
2023-12-31 22:00:00-7.5-9.387.00.3NaN89.011.118.5NaNNaN14.0
2023-12-31 23:00:00-7.8-9.786.00.3NaN87.09.320.4NaNNaN14.0
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349014 rows × 11 columns

\n", - "
" - ], - "text/plain": [ - " temp dwpt rhum prcp snow wdir wspd wpgt \\\n", - "station time \n", - "06610 2019-01-01 00:00:00 5.0 3.7 91.0 0.0 NaN 36.0 4.0 9.3 \n", - " 2019-01-01 01:00:00 4.9 3.6 91.0 0.0 NaN 55.0 4.0 11.0 \n", - " 2019-01-01 02:00:00 4.9 3.2 89.0 0.0 NaN 49.0 8.0 15.0 \n", - " 2019-01-01 03:00:00 4.6 3.4 92.0 0.0 NaN 63.0 5.0 7.4 \n", - " 2019-01-01 04:00:00 4.4 3.1 91.0 0.0 NaN 67.0 3.0 13.0 \n", - "... ... ... ... ... ... ... ... ... \n", - "06717 2023-12-31 19:00:00 -6.5 -7.0 96.0 1.5 NaN 85.0 20.4 35.2 \n", - " 2023-12-31 20:00:00 -6.7 -7.1 97.0 0.7 NaN 87.0 18.5 35.2 \n", - " 2023-12-31 21:00:00 -6.9 -8.1 91.0 0.1 NaN 87.0 18.5 33.3 \n", - " 2023-12-31 22:00:00 -7.5 -9.3 87.0 0.3 NaN 89.0 11.1 18.5 \n", - " 2023-12-31 23:00:00 -7.8 -9.7 86.0 0.3 NaN 87.0 9.3 20.4 \n", - "\n", - " pres tsun coco \n", - "station time \n", - "06610 2019-01-01 00:00:00 1034.3 NaN 5.0 \n", - " 2019-01-01 01:00:00 1034.5 NaN 5.0 \n", - " 2019-01-01 02:00:00 1034.8 NaN 3.0 \n", - " 2019-01-01 03:00:00 1034.4 NaN 3.0 \n", - " 2019-01-01 04:00:00 1033.5 NaN 3.0 \n", - "... ... ... ... \n", - "06717 2023-12-31 19:00:00 NaN NaN 15.0 \n", - " 2023-12-31 20:00:00 NaN NaN 15.0 \n", - " 2023-12-31 21:00:00 NaN NaN 15.0 \n", - " 2023-12-31 22:00:00 NaN NaN 14.0 \n", - " 2023-12-31 23:00:00 NaN NaN 14.0 \n", - "\n", - "[349014 rows x 11 columns]" - ] - }, - "execution_count": null, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "colorado-tstore/tstore_metadata.yaml\n", + "colorado-tstore/_attributes.parquet\n", + "colorado-tstore/8V7/ts_variable/_common_metadata\n", + "colorado-tstore/8V7/ts_variable/_metadata\n", + "colorado-tstore/8V7/ts_variable/year=2023/part-0.parquet\n", + "...\n", + "colorado-tstore/33V/ts_variable/_common_metadata\n", + "colorado-tstore/33V/ts_variable/_metadata\n", + "colorado-tstore/33V/ts_variable/year=2021/part-0.parquet\n", + "colorado-tstore/33V/ts_variable/year=2022/part-0.parquet\n", + "colorado-tstore/33V/ts_variable/year=2023/part-0.parquet\n", + "Total size: 328.56346 MB\n" + ] } ], "source": [ - "isd_ts_df = meteostat.Hourly(\n", - " isd_stations_df,\n", - " start=date_range[0],\n", - " end=date_range[-1] - timedelta(hours=1),\n", - ").fetch()\n", - "isd_ts_df" + "tstore_filepaths = get_tstore_filepaths(tstore_dir)\n", + "for line in tstore_filepaths[:5] + [\"...\"] + tstore_filepaths[-5:]:\n", + " print(line)\n", + "\n", + "total_size = sum(path.getsize(tstore_filepath) for tstore_filepath in tstore_filepaths)\n", + "print(f\"Total size: {total_size/1e6} MB\")" ] }, { "cell_type": "markdown", - "id": "12", + "id": "20", "metadata": {}, "source": [ - "### Agrometeo" + "The advantage of tstore is that each station id has a dedicated directory so there is no need to \"align\" data with different temporal resolutions.\n", + "\n", + "Let us now see how long it takes to read back the whole data:" ] }, { "cell_type": "code", "execution_count": null, - "id": "13", + "id": "21", "metadata": {}, "outputs": [ { - "name": "stderr", + "name": "stdout", + "output_type": "stream", + "text": [ + "Read tstore in: 12.10 s\n" + ] + } + ], + "source": [ + "start = time.time()\n", + "ts_roundtrip_df = tstore.open_tslong(tstore_dir, backend=\"pandas\")\n", + "print(f\"Read tstore in: {time.time() - start:.2f} s\")" + ] + }, + { + "cell_type": "markdown", + "id": "22", + "metadata": {}, + "source": [ + "and reading only one year:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "23", + "metadata": {}, + "outputs": [ + { + "name": "stdout", "output_type": "stream", "text": [ - "100%|████████████████████████████████████████████████| 60/60 [00:59<00:00, 1.01it/s]\n" + "Read tstore for one year in: 4.02 s\n" ] }, { @@ -1023,110 +799,148 @@ " \n", " \n", " \n", - " variable\n", + " id\n", " temperature\n", - " water_vapour\n", + " pressure\n", " precipitation\n", - " \n", - " \n", - " station\n", + " surface_wind_speed\n", " time\n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " \n", - " 1\n", - " 2019-01-01 00:00:00\n", - " 5.9\n", - " 89.0\n", + " 0\n", + " C08\n", + " 37.4\n", + " <NA>\n", " 0.0\n", + " 4.0\n", + " 2023-09-27 10:55:00\n", " \n", " \n", - " 2019-01-01 00:10:00\n", - " 5.7\n", - " 89.0\n", + " 1\n", + " C08\n", + " 35.6\n", + " <NA>\n", " 0.0\n", + " 4.0\n", + " 2023-09-27 11:15:00\n", " \n", " \n", - " 2019-01-01 00:20:00\n", - " 5.6\n", - " 90.0\n", + " 2\n", + " C08\n", + " 37.4\n", + " <NA>\n", " 0.0\n", + " 3.0\n", + " 2023-09-27 12:15:00\n", " \n", " \n", - " 2019-01-01 00:30:00\n", - " 5.7\n", - " 89.0\n", + " 3\n", + " C08\n", + " 33.8\n", + " <NA>\n", " 0.0\n", + " 6.0\n", + " 2023-09-27 12:35:00\n", " \n", " \n", - " 2019-01-01 00:40:00\n", - " 5.7\n", - " 89.0\n", + " 4\n", + " C08\n", + " 35.6\n", + " <NA>\n", " 0.0\n", + " 6.0\n", + " 2023-09-27 12:55:00\n", " \n", " \n", " ...\n", - " ...\n", + " ...\n", + " ...\n", + " ...\n", " ...\n", " ...\n", " ...\n", " \n", " \n", - " 305\n", - " 2023-12-31 23:10:00\n", - " 5.5\n", - " 100.0\n", + " 11035206\n", + " CAG\n", + " 34.0\n", + " 24.085\n", " 0.0\n", + " 4.0\n", + " 2023-10-14 02:10:00\n", " \n", " \n", - " 2023-12-31 23:20:00\n", - " 5.5\n", - " 100.0\n", + " 11035207\n", + " CAG\n", + " 34.0\n", + " 24.085\n", " 0.0\n", + " 4.0\n", + " 2023-10-14 02:11:00\n", " \n", " \n", - " 2023-12-31 23:30:00\n", - " 5.5\n", - " 100.0\n", + " 11035208\n", + " CAG\n", + " 33.0\n", + " 24.085\n", " 0.0\n", + " 4.0\n", + " 2023-10-14 02:12:00\n", " \n", " \n", - " 2023-12-31 23:40:00\n", - " 5.5\n", - " 100.0\n", + " 11035209\n", + " CAG\n", + " 33.0\n", + " 24.086\n", " 0.0\n", + " 4.0\n", + " 2023-10-14 02:13:00\n", " \n", " \n", - " 2023-12-31 23:50:00\n", - " 5.5\n", - " 100.0\n", + " 11035210\n", + " CAG\n", + " 33.0\n", + " 24.087\n", " 0.0\n", + " 4.0\n", + " 2023-10-14 02:14:00\n", " \n", " \n", "\n", - "

8677086 rows × 3 columns

\n", + "

11035211 rows × 6 columns

\n", "" ], "text/plain": [ - "variable temperature water_vapour precipitation\n", - "station time \n", - "1 2019-01-01 00:00:00 5.9 89.0 0.0\n", - " 2019-01-01 00:10:00 5.7 89.0 0.0\n", - " 2019-01-01 00:20:00 5.6 90.0 0.0\n", - " 2019-01-01 00:30:00 5.7 89.0 0.0\n", - " 2019-01-01 00:40:00 5.7 89.0 0.0\n", - "... ... ... ...\n", - "305 2023-12-31 23:10:00 5.5 100.0 0.0\n", - " 2023-12-31 23:20:00 5.5 100.0 0.0\n", - " 2023-12-31 23:30:00 5.5 100.0 0.0\n", - " 2023-12-31 23:40:00 5.5 100.0 0.0\n", - " 2023-12-31 23:50:00 5.5 100.0 0.0\n", - "\n", - "[8677086 rows x 3 columns]" + "TSLongPandas wrapping a pandas.core.frame.DataFrame:\n", + " id temperature pressure precipitation surface_wind_speed \\\n", + "0 C08 37.4 0.0 4.0 \n", + "1 C08 35.6 0.0 4.0 \n", + "2 C08 37.4 0.0 3.0 \n", + "3 C08 33.8 0.0 6.0 \n", + "4 C08 35.6 0.0 6.0 \n", + "... ... ... ... ... ... \n", + "11035206 CAG 34.0 24.085 0.0 4.0 \n", + "11035207 CAG 34.0 24.085 0.0 4.0 \n", + "11035208 CAG 33.0 24.085 0.0 4.0 \n", + "11035209 CAG 33.0 24.086 0.0 4.0 \n", + "11035210 CAG 33.0 24.087 0.0 4.0 \n", + "\n", + " time \n", + "0 2023-09-27 10:55:00 \n", + "1 2023-09-27 11:15:00 \n", + "2 2023-09-27 12:15:00 \n", + "3 2023-09-27 12:35:00 \n", + "4 2023-09-27 12:55:00 \n", + "... ... \n", + "11035206 2023-10-14 02:10:00 \n", + "11035207 2023-10-14 02:11:00 \n", + "11035208 2023-10-14 02:12:00 \n", + "11035209 2023-10-14 02:13:00 \n", + "11035210 2023-10-14 02:14:00 \n", + "\n", + "[11035211 rows x 6 columns]" ] }, "execution_count": null, @@ -1135,150 +949,32 @@ } ], "source": [ - "agm_ts_df = (\n", - " pd.concat(\n", - " [\n", - " client.get_ts_df(variables, start_date, end_date - timedelta(days=1))\n", - " for start_date, end_date in tqdm.tqdm(\n", - " zip(date_range[:-1], date_range[1:]),\n", - " total=len(date_range) - 1,\n", - " )\n", - " ],\n", - " )\n", - " .stack(level=0, future_stack=True)\n", - " .swaplevel()\n", - " .sort_index()\n", - ")\n", - "agm_ts_df" - ] - }, - { - "cell_type": "markdown", - "id": "14", - "metadata": {}, - "source": [ - "## TStore" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "15", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Dumped tstore in: 4.31 s\n" - ] - } - ], - "source": [ - "long_ts_df = pd.concat(\n", - " [isd_ts_df.rename(columns=METEOSTAT_VAR_DICT)[variables], agm_ts_df],\n", - " axis=\"rows\",\n", - ").reset_index()\n", - "# TODO: https://github.com/wesm/feather/issues/349\n", - "long_ts_df[\"station\"] = long_ts_df[\"station\"].astype(str)\n", - "\n", - "# tstore arguments\n", - "tstore_dir = \"vaud-tstore\"\n", - "id_var = \"station\"\n", - "time_var = \"time\"\n", - "partitioning = \"year\"\n", - "tstore_structure = \"id-var\"\n", - "\n", - "# init tstore\n", - "tslong = tstore.TSLong(\n", - " long_ts_df,\n", - " id_var=id_var,\n", - " time_var=time_var,\n", - " geometry=stations_gdf,\n", - ")\n", - "\n", - "# dump\n", "start = time.time()\n", - "tslong.to_tstore(\n", - " # TSTORE options\n", + "ts_2023_df = tstore.open_tslong(\n", " tstore_dir,\n", - " # TSTORE options\n", - " partitioning=partitioning,\n", - " tstore_structure=tstore_structure,\n", + " start_time=\"2023-01-01\",\n", + " end_time=\"2024-01-01\",\n", + " inclusive=\"left\",\n", + " backend=\"pandas\",\n", ")\n", - "print(f\"Dumped tstore in: {time.time() - start:.2f} s\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "16", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "vaud-tstore/tstore_metadata.yaml\n", - "vaud-tstore/_attributes.parquet (0.008278 MB)\n", - "vaud-tstore/96/ts_variable/_common_metadata\n", - "vaud-tstore/96/ts_variable/_metadata\n", - "vaud-tstore/96/ts_variable/year=2020/part-0.parquet (0.590143 MB)\n", - "...\n", - "vaud-tstore/27/ts_variable/year=2020/part-0.parquet (0.583079 MB)\n", - "vaud-tstore/27/ts_variable/year=2021/part-0.parquet (0.579589 MB)\n", - "vaud-tstore/27/ts_variable/year=2019/part-0.parquet (0.576437 MB)\n", - "vaud-tstore/27/ts_variable/year=2022/part-0.parquet (0.582078 MB)\n", - "vaud-tstore/27/ts_variable/year=2023/part-0.parquet (0.585516 MB)\n", - "Total size: 100.53394 MB (in 289 files)\n" - ] - } - ], - "source": [ - "tstore_filepaths = get_tstore_filepaths(tstore_dir)\n", - "for line in tstore_filepaths[:5] + [\"...\"] + tstore_filepaths[-5:]:\n", - " if line.endswith(\"parquet\"):\n", - " print(line, f\"({path.getsize(line)/1e6} MB)\")\n", - " else:\n", - " print(line)\n", - "\n", - "total_size = sum(path.getsize(tstore_filepath) for tstore_filepath in tstore_filepaths)\n", - "print(f\"Total size: {total_size/1e6} MB (in {len(tstore_filepaths)} files)\")" + "print(f\"Read tstore for one year in: {time.time() - start:.2f} s\")\n", + "ts_2023_df" ] }, { - "cell_type": "code", - "execution_count": null, - "id": "17", + "cell_type": "markdown", + "id": "24", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Read tstore in: 3.31 s\n" - ] - } - ], "source": [ - "start = time.time()\n", - "ts_df = tstore.open_tslong(tstore_dir, backend=\"pandas\")\n", - "print(f\"Read tstore in: {time.time() - start:.2f} s\")" + "Again, we can lazily read the whole tstore into a tsdf object:" ] }, { "cell_type": "code", "execution_count": null, - "id": "18", + "id": "25", "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Read tstore for one year in: 0.20 s\n" - ] - }, { "data": { "text/html": [ @@ -1300,119 +996,132 @@ " \n", " \n", " \n", - " station\n", - " temperature\n", - " water_vapour\n", - " precipitation\n", - " \n", - " \n", - " time\n", - " \n", - " \n", - " \n", - " \n", + " id\n", + " ts_variable\n", + " geometry\n", " \n", " \n", " \n", " \n", - " 2021-01-01 00:00:00\n", - " 06702\n", - " -3.9\n", - " 100.0\n", - " <NA>\n", + " 0\n", + " AKO\n", + " Dask DataFrame Structure:\n", + " ...\n", + " POINT (-103.22200 40.17560)\n", " \n", " \n", - " 2021-01-01 01:00:00\n", - " 06702\n", - " -4.1\n", - " 100.0\n", - " <NA>\n", + " 1\n", + " ALS\n", + " Dask DataFrame Structure:\n", + " ...\n", + " POINT (-105.86140 37.43890)\n", " \n", " \n", - " 2021-01-01 02:00:00\n", - " 06702\n", - " -4.4\n", - " 100.0\n", - " <NA>\n", + " 2\n", + " APA\n", + " Dask DataFrame Structure:\n", + " ...\n", + " POINT (-104.85000 39.57000)\n", " \n", " \n", - " 2021-01-01 03:00:00\n", - " 06702\n", - " -4.7\n", - " 100.0\n", - " <NA>\n", + " 3\n", + " ASE\n", + " Dask DataFrame Structure:\n", + " ...\n", + " POINT (-106.86890 39.22320)\n", " \n", " \n", - " 2021-01-01 04:00:00\n", - " 06702\n", - " -5.2\n", - " 98.0\n", - " <NA>\n", + " 4\n", + " CAG\n", + " Dask DataFrame Structure:\n", + " ...\n", + " POINT (-107.52160 40.49520)\n", " \n", " \n", " ...\n", " ...\n", " ...\n", " ...\n", - " ...\n", " \n", " \n", - " 2021-01-30 23:20:00\n", - " 27\n", - " 4.5\n", - " 100.0\n", - " 0.0\n", + " 67\n", + " 4V1\n", + " Dask DataFrame Structure:\n", + " ...\n", + " POINT (-104.78810 37.69410)\n", " \n", " \n", - " 2021-01-30 23:30:00\n", - " 27\n", - " 4.5\n", - " 100.0\n", - " 0.0\n", + " 68\n", + " AIB\n", + " Dask DataFrame Structure:\n", + " ...\n", + " POINT (-108.56330 38.23880)\n", " \n", " \n", - " 2021-01-30 23:40:00\n", - " 27\n", - " 4.4\n", - " 100.0\n", - " 0.0\n", + " 69\n", + " SHM\n", + " Dask DataFrame Structure:\n", + " ...\n", + " POINT (-104.51670 38.80000)\n", " \n", " \n", - " 2021-01-30 23:50:00\n", - " 27\n", - " 4.5\n", - " 100.0\n", - " 0.0\n", + " 70\n", + " C08\n", + " Dask DataFrame Structure:\n", + " t...\n", + " POINT (-105.37430 38.01330)\n", " \n", " \n", - " 2021-01-31 00:00:00\n", - " 27\n", - " 4.6\n", - " 100.0\n", - " 0.0\n", + " 71\n", + " 8V7\n", + " Dask DataFrame Structure:\n", + " t...\n", + " POINT (-102.61800 37.45870)\n", " \n", " \n", "\n", - "

148361 rows × 4 columns

\n", + "

72 rows × 3 columns

\n", "" ], "text/plain": [ - "TSLongPandas wrapping a pandas.core.frame.DataFrame:\n", - " station temperature water_vapour precipitation\n", - "time \n", - "2021-01-01 00:00:00 06702 -3.9 100.0 \n", - "2021-01-01 01:00:00 06702 -4.1 100.0 \n", - "2021-01-01 02:00:00 06702 -4.4 100.0 \n", - "2021-01-01 03:00:00 06702 -4.7 100.0 \n", - "2021-01-01 04:00:00 06702 -5.2 98.0 \n", - "... ... ... ... ...\n", - "2021-01-30 23:20:00 27 4.5 100.0 0.0\n", - "2021-01-30 23:30:00 27 4.5 100.0 0.0\n", - "2021-01-30 23:40:00 27 4.4 100.0 0.0\n", - "2021-01-30 23:50:00 27 4.5 100.0 0.0\n", - "2021-01-31 00:00:00 27 4.6 100.0 0.0\n", - "\n", - "[148361 rows x 4 columns]" + "TSDFGeoPandas wrapping a geopandas.geodataframe.GeoDataFrame:\n", + " id ts_variable \\\n", + "0 AKO Dask DataFrame Structure:\n", + " ... \n", + "1 ALS Dask DataFrame Structure:\n", + " ... \n", + "2 APA Dask DataFrame Structure:\n", + " ... \n", + "3 ASE Dask DataFrame Structure:\n", + " ... \n", + "4 CAG Dask DataFrame Structure:\n", + " ... \n", + ".. ... ... \n", + "67 4V1 Dask DataFrame Structure:\n", + " ... \n", + "68 AIB Dask DataFrame Structure:\n", + " ... \n", + "69 SHM Dask DataFrame Structure:\n", + " ... \n", + "70 C08 Dask DataFrame Structure:\n", + " t... \n", + "71 8V7 Dask DataFrame Structure:\n", + " t... \n", + "\n", + " geometry \n", + "0 POINT (-103.22200 40.17560) \n", + "1 POINT (-105.86140 37.43890) \n", + "2 POINT (-104.85000 39.57000) \n", + "3 POINT (-106.86890 39.22320) \n", + "4 POINT (-107.52160 40.49520) \n", + ".. ... \n", + "67 POINT (-104.78810 37.69410) \n", + "68 POINT (-108.56330 38.23880) \n", + "69 POINT (-104.51670 38.80000) \n", + "70 POINT (-105.37430 38.01330) \n", + "71 POINT (-102.61800 37.45870) \n", + "\n", + "[72 rows x 3 columns]" ] }, "execution_count": null, @@ -1421,39 +1130,29 @@ } ], "source": [ - "start = time.time()\n", - "ts_2021_df = tstore.open_tslong(\n", - " tstore_dir,\n", - " start_time=\"2021-01-01\",\n", - " end_time=\"2021-01-31\",\n", - " inclusive=\"both\",\n", - " backend=\"pandas\",\n", - ")\n", - "print(f\"Read tstore for one year in: {time.time() - start:.2f} s\")\n", - "ts_2021_df" + "tsdf = tstore.open_tsdf(tstore_dir)\n", + "tsdf" ] }, { - "cell_type": "code", - "execution_count": null, - "id": "19", + "cell_type": "markdown", + "id": "26", "metadata": {}, - "outputs": [], "source": [ - "tsdf = tstore.open_tsdf(tstore_dir)" + "and perform computations lazily, e.g., plot stations by their mean temperature:" ] }, { "cell_type": "code", "execution_count": null, - "id": "20", + "id": "27", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, "metadata": {}, @@ -1461,40 +1160,586 @@ } ], "source": [ - "# example use of tsdf to plot by mean temperature\n", - "ax = tsdf.plot(\n", - " tsdf[\"ts_variable\"].apply(lambda ts: ts._obj[\"temperature\"].mean().compute()),\n", + "mean_t_ser = tsdf[\"ts_variable\"].apply(\n", + " lambda ts: ts._obj[\"temperature\"].mean().compute(),\n", ")\n", - "cx.add_basemap(ax=ax, crs=stations_gdf.crs, attribution=\"\")\n", + "\n", + "ax = tsdf.plot(mean_t_ser, legend=True, legend_kwds={\"shrink\": 0.5})\n", + "cx.add_basemap(ax=ax, crs=stations_gdf.crs, source=cx.providers.CartoDB.Voyager)\n", "ax.tick_params(axis=\"x\", labelrotation=45)" ] }, { "cell_type": "markdown", - "id": "21", + "id": "28", "metadata": {}, "source": [ - "## xvec" + "## xvec\n", + "\n", + "Let us now see how we can transform our dataset into a vector data cube using xvec:" ] }, { "cell_type": "code", "execution_count": null, - "id": "22", + "id": "29", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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<xarray.Dataset> Size: 4GB\n",
+       "Dimensions:             (geometry: 72, time: 1541841)\n",
+       "Coordinates:\n",
+       "  * time                (time) datetime64[ns] 12MB 2021-01-01 ... 2023-12-31T...\n",
+       "  * geometry            (geometry) object 576B POINT (-106.17 38.1) ... POINT...\n",
+       "Data variables:\n",
+       "    temperature         (geometry, time) float64 888MB nan nan nan ... nan nan\n",
+       "    pressure            (geometry, time) float64 888MB nan nan nan ... nan nan\n",
+       "    precipitation       (geometry, time) float64 888MB nan nan nan ... nan nan\n",
+       "    surface_wind_speed  (geometry, time) float64 888MB nan nan nan ... nan nan\n",
+       "Indexes:\n",
+       "    geometry  GeometryIndex (crs=EPSG:4326)
" + ], + "text/plain": [ + " Size: 4GB\n", + "Dimensions: (geometry: 72, time: 1541841)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 12MB 2021-01-01 ... 2023-12-31T...\n", + " * geometry (geometry) object 576B POINT (-106.17 38.1) ... POINT...\n", + "Data variables:\n", + " temperature (geometry, time) float64 888MB nan nan nan ... nan nan\n", + " pressure (geometry, time) float64 888MB nan nan nan ... nan nan\n", + " precipitation (geometry, time) float64 888MB nan nan nan ... nan nan\n", + " surface_wind_speed (geometry, time) float64 888MB nan nan nan ... nan nan\n", + "Indexes:\n", + " geometry GeometryIndex (crs=EPSG:4326)" + ] + }, + "execution_count": null, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "# agm_ts_df.to_xarray()\n", - "ts_ds = long_ts_df.set_index([\"station\", \"time\"]).to_xarray()\n", - "ts_ds = ts_ds.assign_coords(\n", - " station=stations_gdf.set_index(\"station\").loc[ts_ds.station.values][\"geometry\"],\n", + "ts_ds = ts_df.set_index([id_var, time_var]).to_xarray()\n", + "# TODO: how to keep both the stations ids and geometries?\n", + "ts_ds = (\n", + " ts_ds.assign_coords(\n", + " **{\n", + " id_var: stations_gdf.set_index(id_var).loc[ts_ds[id_var].values][\n", + " \"geometry\"\n", + " ],\n", + " },\n", + " )\n", + " .rename({id_var: \"geometry\"})\n", + " .xvec.set_geom_indexes(\"geometry\", crs=stations_gdf.crs)\n", ")\n", - "encoded = ts_ds.xvec.encode_cf() # ACHTUNG: this requires xvec >= 0.3.0" + "ts_ds" ] }, { "cell_type": "markdown", - "id": "23", + "id": "30", + "metadata": {}, + "source": [ + "The main issue is that the vector data cube structure needs the \"time\" dimension to be aligned, which will result in many NaN values for the METAR stations due to the temporal resolution mismatch." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "31", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Memory usage\n", + "pandas.DataFrame (long): 1611.430644 MB\n", + "xarray.Dataset: 3564.736968 MB\n" + ] + } + ], + "source": [ + "print(\"Memory usage\")\n", + "for label, n_bytes in zip(\n", + " [\"pandas.DataFrame (long):\", \"xarray.Dataset:\"],\n", + " [ts_df.memory_usage(index=True).sum(), ts_ds.nbytes],\n", + "):\n", + " print(label, n_bytes / 1e6, \"MB\")" + ] + }, + { + "cell_type": "markdown", + "id": "32", + "metadata": {}, + "source": [ + "In any case, let us now evaluate the read/write operations as well as disk storage sizes. Let us first define the following variables to partition by year like in tstore:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "33", + "metadata": {}, + "outputs": [], + "source": [ + "# year_len = len(ts_2023_df.index)\n", + "year_len = int(len(ts_df) / num_years)\n", + "year_slice = slice(\"2023-01-01\", \"2023-12-31\")" + ] + }, + { + "cell_type": "markdown", + "id": "34", "metadata": {}, "source": [ "### netCDF" @@ -1503,34 +1748,44 @@ { "cell_type": "code", "execution_count": null, - "id": "24", + "id": "35", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Dumped netcdf in: 1.04 s, 259.789208 MB\n", - "Read netcdf in: 0.05 s\n" + "Dumped netcdf in: 11.97 s, 3564.767297 MB\n", + "Read netcdf in: 22.04 s\n", + "Read netcdf (1 year) in: 7.13 s\n" ] } ], "source": [ - "nc_filepath = \"vaud.nc\"\n", + "nc_filepath = \"colorado.nc\"\n", "\n", "start = time.time()\n", - "encoded.to_netcdf(nc_filepath)\n", + "# ACHTUNG: this requires xvec >= 0.3.0\n", + "ts_ds.chunk({time_var: year_len}).xvec.encode_cf().to_netcdf(nc_filepath)\n", "print(\n", " f\"Dumped netcdf in: {time.time() - start:.2f} s, {path.getsize(nc_filepath)/1e6} MB\",\n", ")\n", "start = time.time()\n", - "roundtripped = xr.open_dataset(nc_filepath).xvec.decode_cf()\n", - "print(f\"Read netcdf in: {time.time() - start:.2f} s\")" + "ts_roundtrip_ds = xr.open_dataset(nc_filepath).xvec.decode_cf().compute()\n", + "print(f\"Read netcdf in: {time.time() - start:.2f} s\")\n", + "start = time.time()\n", + "ts_2023_ds = (\n", + " xr.open_dataset(nc_filepath)\n", + " .xvec.decode_cf()\n", + " .sel(**{time_var: year_slice})\n", + " .compute()\n", + ")\n", + "print(f\"Read netcdf (1 year) in: {time.time() - start:.2f} s\")" ] }, { "cell_type": "markdown", - "id": "25", + "id": "36", "metadata": {}, "source": [ "### zarr" @@ -1539,30 +1794,571 @@ { "cell_type": "code", "execution_count": null, - "id": "26", + "id": "37", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Dumped zarr in: 0.76 s, 60.486594 MB\n", - "Read zarr in: 0.27 s\n" + "Dumped zarr in: 6.95 s\n", + "Total size: 236.047886 MB\n", + "Read zarr in: 7.76 s\n", + "Read zarr (1 year) in: 5.49 s\n" ] } ], "source": [ - "zarr_dir = \"vaud.zarr\"\n", + "zarr_dir = \"colorado.zarr\"\n", "\n", "start = time.time()\n", - "encoded.to_zarr(zarr_dir)\n", + "# ACHTUNG: this requires xvec >= 0.3.0\n", + "ts_ds.chunk({time_var: year_len}).xvec.encode_cf().to_zarr(zarr_dir)\n", + "print(f\"Dumped zarr in: {time.time() - start:.2f} s\")\n", "zarr_filepaths = get_tstore_filepaths(zarr_dir)\n", - "\n", "zarr_size = sum(path.getsize(zarr_filepath) for zarr_filepath in zarr_filepaths)\n", - "print(f\"Dumped zarr in: {time.time() - start:.2f} s, {zarr_size/1e6} MB\")\n", + "print(f\"Total size: {zarr_size/1e6} MB\")\n", + "start = time.time()\n", + "ts_roundtrip_ds = xr.open_zarr(zarr_dir).xvec.decode_cf().compute()\n", + "print(f\"Read zarr in: {time.time() - start:.2f} s\")\n", "start = time.time()\n", - "roundtripped = xr.open_zarr(zarr_dir).xvec.decode_cf().compute()\n", - "print(f\"Read zarr in: {time.time() - start:.2f} s\")" + "ts_2023_ds = (\n", + " xr.open_zarr(zarr_dir).xvec.decode_cf().sel(**{time_var: year_slice}).compute()\n", + ")\n", + "print(f\"Read zarr (1 year) in: {time.time() - start:.2f} s\")" + ] + }, + { + "cell_type": "markdown", + "id": "38", + "metadata": {}, + "source": [ + "Let us make sure that the data has been read correctly:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "39", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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<xarray.Dataset> Size: 1GB\n",
+       "Dimensions:             (geometry: 72, time: 513896)\n",
+       "Coordinates:\n",
+       "  * geometry            (geometry) object 576B POINT (-106.17 38.1) ... POINT...\n",
+       "  * time                (time) datetime64[ns] 4MB 2023-01-01 ... 2023-12-31T2...\n",
+       "Data variables:\n",
+       "    precipitation       (geometry, time) float64 296MB nan nan nan ... nan nan\n",
+       "    pressure            (geometry, time) float64 296MB nan nan nan ... nan nan\n",
+       "    surface_wind_speed  (geometry, time) float64 296MB nan nan nan ... nan nan\n",
+       "    temperature         (geometry, time) float64 296MB nan nan nan ... nan nan\n",
+       "Indexes:\n",
+       "    geometry  GeometryIndex (crs=EPSG:4326)
" + ], + "text/plain": [ + " Size: 1GB\n", + "Dimensions: (geometry: 72, time: 513896)\n", + "Coordinates:\n", + " * geometry (geometry) object 576B POINT (-106.17 38.1) ... POINT...\n", + " * time (time) datetime64[ns] 4MB 2023-01-01 ... 2023-12-31T2...\n", + "Data variables:\n", + " precipitation (geometry, time) float64 296MB nan nan nan ... nan nan\n", + " pressure (geometry, time) float64 296MB nan nan nan ... nan nan\n", + " surface_wind_speed (geometry, time) float64 296MB nan nan nan ... nan nan\n", + " temperature (geometry, time) float64 296MB nan nan nan ... nan nan\n", + "Indexes:\n", + " geometry GeometryIndex (crs=EPSG:4326)" + ] + }, + "execution_count": null, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ts_2023_ds" + ] + }, + { + "cell_type": "markdown", + "id": "40", + "metadata": {}, + "source": [ + "Finally, let us plot the stations again by mean temperature but this time using xvec:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "41", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mean_t_da = ts_ds[\"temperature\"].mean(\"time\")\n", + "\n", + "ax = mean_t_da.xvec.to_geodataframe().plot(\"temperature\")\n", + "cx.add_basemap(ax=ax, crs=stations_gdf.crs, source=cx.providers.CartoDB.Voyager)\n", + "ax.tick_params(axis=\"x\", labelrotation=45)" ] } ],