From b7a8ffe4300759c54327997c0e0aba34b4718131 Mon Sep 17 00:00:00 2001 From: HyeYun Park Date: Tue, 7 Jan 2025 19:17:38 -0300 Subject: [PATCH] edit technote index ipynb --- index.ipynb | 1738 ++------------------------------------------------- 1 file changed, 65 insertions(+), 1673 deletions(-) diff --git a/index.ipynb b/index.ipynb index 89f31d7..5addc1f 100644 --- a/index.ipynb +++ b/index.ipynb @@ -14,24 +14,11 @@ "metadata": {}, "source": [ "# Dates and time of the brake test\n", - "#### E-stop - rolex\n", - " 1. 2023-11-22T19:56:33.622523\n", - " 2. 2023-11-23T00:51:28\n", - " 3. 2023-11-23T02:32:17.254532\n", - " * 2023-11-23 00:38 UTC - 2023-11-23 00:42 UTC\n", - " * Az from 151º to 0º\n", - " * We stopped around 102.5º, and we overshot until 89.67º\n", - " 4. 2023-11-23T03:08:50.50\n", - " * 023-11-23 01:02 UTC - 2023-11-23 01:05 UTC\n", - " * El from 20º to 80º.\n", - " * We stopped around 40º, and we overshooted until 45º.\n", - " 5. 2023-11-23T03:10:09\n", - " 2023-11-23 01:35 UTC - 2023-11-23 01:40 UTC\n", - " * Elevation from 80º to 20º.\n", - " * We stopped around 57.8º, and we overshooted until 53.8º.\n", + "#### E-stop on 2023-11-23\n", + " 1. Az: 2023-11-23T00:40:35\n", + " 2. El: 2023-11-23T01:37:20\n", " \n", "---\n", - "\n", " * BLOCK-142 : https://jira.lsstcorp.org/browse/BLOCK-142\n", "\n", "#### ComCam onsky campaign using GIS door interlock\n", @@ -53,1104 +40,57 @@ " 6. 40% speed set\n", " * Az: 2024-12-08 09:06:11\n", " * El: 2024-12-08 09:02:22\n", + "\n", "---\n", " * Az brake test : BLOCK-T231\n", " * El brake test : BLOCK-T240" ] }, - { - "cell_type": "markdown", - "id": "b78af94d-d6aa-490f-811e-d1d8f86ea953", - "metadata": {}, - "source": [ - "# Imports" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "479e57a1-08a7-4ca1-a322-1769f1a5468f", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:10:38.350520Z", - "iopub.status.busy": "2025-01-07T20:10:38.350383Z", - "iopub.status.idle": "2025-01-07T20:10:44.025913Z", - "shell.execute_reply": "2025-01-07T20:10:44.025466Z", - "shell.execute_reply.started": "2025-01-07T20:10:38.350507Z" - } - }, - "outputs": [], - "source": [ - "import sys, time, os, asyncio, glob\n", - "import numpy as np\n", - "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "import pickle as pkl\n", - "from datetime import datetime\n", - "from astropy.time import Time, TimeDelta\n", - "\n", - "from lsst_efd_client import EfdClient\n", - "from lsst.summit.utils.efdUtils import makeEfdClient, getEfdData\n", - "from scipy.interpolate import UnivariateSpline" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "b00c31bb-4e80-441a-abc9-d7a7f4076a0b", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:10:44.027349Z", - "iopub.status.busy": "2025-01-07T20:10:44.026745Z", - "iopub.status.idle": "2025-01-07T20:10:44.431982Z", - "shell.execute_reply": "2025-01-07T20:10:44.431497Z", - "shell.execute_reply.started": "2025-01-07T20:10:44.027316Z" - } - }, - "outputs": [], - "source": [ - "client = EfdClient(\"usdf_efd\")" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "b0922192-30dd-48e0-a082-4bcd81df5a4c", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:10:44.435567Z", - "iopub.status.busy": "2025-01-07T20:10:44.435264Z", - "iopub.status.idle": "2025-01-07T20:10:44.492522Z", - "shell.execute_reply": "2025-01-07T20:10:44.492094Z", - "shell.execute_reply.started": "2025-01-07T20:10:44.435548Z" - } - }, - "outputs": [], - "source": [ - "#%load_ext lab_black\n", - "%load_ext autoreload\n", - "%autoreload 2\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "markdown", - "id": "6a12e4a0-ceec-4dc7-8086-3ece77d5bd66", - "metadata": {}, - "source": [ - "# Functions" - ] - }, - { - "cell_type": "markdown", - "id": "97a0f6b4-0f64-42b9-ad2a-0c3d3ea8652a", - "metadata": {}, - "source": [ - "## plot Azimuth" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "7f80130c-e20b-469f-9e7f-333a3faec40e", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:35:14.330088Z", - "iopub.status.busy": "2025-01-07T20:35:14.329766Z", - "iopub.status.idle": "2025-01-07T20:35:14.375083Z", - "shell.execute_reply": "2025-01-07T20:35:14.374611Z", - "shell.execute_reply.started": "2025-01-07T20:35:14.330070Z" - } - }, - "outputs": [], - "source": [ - "def plot_az(az, event_1=None):\n", - " plt.figure(figsize=(8, 10))\n", - " plt.suptitle(\"lsst.sal.MTMount.azimuth\", fontsize=18, fontweight=\"bold\")\n", - "\n", - " ###########\n", - " # Position\n", - " plt.subplot(3, 1, 1)\n", - " plt.plot(\n", - " az.index,\n", - " az[\"actualPosition\"],\n", - " label=\"Position\",\n", - " )\n", - " plt.plot(\n", - " az.index,\n", - " az[\"demandPosition\"],\n", - " label=\"demandPosition\",\n", - " )\n", - " plt.xlabel(\"Time\", fontsize=14)\n", - " plt.ylabel(\"Position\", fontsize=14)\n", - " plt.grid(\":\", alpha=0.5) # or alpha=0.3\n", - " plt.legend(fontsize=14)\n", - " plt.xticks(fontsize=10)\n", - " plt.yticks(fontsize=14)\n", - "\n", - " # ++++++++++++++++++++++++++++++++++++++++++#\n", - " ############################################\n", - " if event_1 is not None:\n", - " # Event line\n", - " event_datetime_1 = event_1.to_datetime()\n", - " event_time1 = pd.Timestamp(event_datetime_1)\n", - " plt.axvline(\n", - " x=event_time1,\n", - " color=\"r\",\n", - " linestyle=\"--\",\n", - " label=f\"status change: {event_time1}\",\n", - " )\n", - " plt.legend()\n", - " ############################################\n", - " # ++++++++++++++++++++++++++++++++++++++++++#\n", - "\n", - " # Velocity\n", - " plt.subplot(3, 1, 2)\n", - " plt.plot(\n", - " az[\"actualVelocity\"],\n", - " label=\"Velocity\",\n", - " )\n", - " plt.plot(\n", - " az[\"demandVelocity\"],\n", - " label=\"demandVelocity\",\n", - " )\n", - "\n", - " plt.xlabel(\"Time\", fontsize=14)\n", - " plt.ylabel(\"Velocity\", fontsize=14)\n", - " plt.grid(\":\", alpha=0.5) # or alpha=0.3\n", - " plt.legend(fontsize=14)\n", - " plt.xticks(fontsize=10)\n", - " plt.yticks(fontsize=14)\n", - "\n", - " # ++++++++++++++++++++++++++++++++++++++++++#\n", - " ############################################\n", - " if event_1 is not None:\n", - " # Event line\n", - " event_datetime_1 = event_1.to_datetime()\n", - " event_time1 = pd.Timestamp(event_datetime_1)\n", - " plt.axvline(\n", - " x=event_time1,\n", - " color=\"r\",\n", - " linestyle=\"--\",\n", - " label=f\"status change: {event_time1}\",\n", - " )\n", - " plt.legend()\n", - " ############################################\n", - " # ++++++++++++++++++++++++++++++++++++++++++#\n", - " if az[\"actualAcceleration\"] is not None:\n", - " plt.subplot(3, 1, 3)\n", - " plt.plot(\n", - " az[\"actualAcceleration\"],\n", - " label=\"Actual Acceleration \",\n", - " )\n", - " plt.xlabel(\"Time\", fontsize=14)\n", - " plt.ylabel(\"Acceleration\", fontsize=14)\n", - " plt.grid(\":\", alpha=0.5) # or alpha=0.3\n", - " plt.legend(fontsize=14)\n", - " plt.xticks(fontsize=10)\n", - " plt.yticks(fontsize=14)\n", - "\n", - " # disign\n", - " plt.tight_layout()\n", - " plt.show()\n", - " return" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "id": "100ef049-758b-4007-be50-a3aafbadfcd4", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:35:19.327350Z", - "iopub.status.busy": "2025-01-07T20:35:19.327047Z", - "iopub.status.idle": "2025-01-07T20:35:19.368132Z", - "shell.execute_reply": "2025-01-07T20:35:19.367721Z", - "shell.execute_reply.started": "2025-01-07T20:35:19.327333Z" - } - }, - "outputs": [], - "source": [ - "def plot_az_woacc(az, event_1=None):\n", - " plt.figure(figsize=(8, 6.6))\n", - " plt.suptitle(\"lsst.sal.MTMount.azimuth\", fontsize=18, fontweight=\"bold\")\n", - "\n", - " ###########\n", - " # Position\n", - " plt.subplot(2, 1, 1)\n", - " plt.plot(\n", - " az.index,\n", - " az[\"actualPosition\"],\n", - " label=\"Position\",\n", - " )\n", - " plt.plot(\n", - " az.index,\n", - " az[\"demandPosition\"],\n", - " label=\"demandPosition\",\n", - " )\n", - " plt.xlabel(\"Time\", fontsize=14)\n", - " plt.ylabel(\"Position\", fontsize=14)\n", - " plt.grid(\":\", alpha=0.5) # or alpha=0.3\n", - " plt.legend(fontsize=14)\n", - " plt.xticks(fontsize=10)\n", - " plt.yticks(fontsize=14)\n", - "\n", - " # ++++++++++++++++++++++++++++++++++++++++++#\n", - " ############################################\n", - " if event_1 is not None:\n", - " # Event line\n", - " event_datetime_1 = event_1.to_datetime()\n", - " event_time1 = pd.Timestamp(event_datetime_1)\n", - " plt.axvline(\n", - " x=event_time1,\n", - " color=\"r\",\n", - " linestyle=\"--\",\n", - " label=f\"status change: {event_time1}\",\n", - " )\n", - " plt.legend()\n", - " ############################################\n", - " # ++++++++++++++++++++++++++++++++++++++++++#\n", - "\n", - " # Velocity\n", - " plt.subplot(2, 1, 2)\n", - " plt.plot(\n", - " az[\"actualVelocity\"],\n", - " label=\"Velocity\",\n", - " )\n", - " plt.plot(\n", - " az[\"demandVelocity\"],\n", - " label=\"demandVelocity\",\n", - " )\n", - "\n", - " plt.xlabel(\"Time\", fontsize=14)\n", - " plt.ylabel(\"Velocity\", fontsize=14)\n", - " plt.grid(\":\", alpha=0.5) # or alpha=0.3\n", - " plt.legend(fontsize=14)\n", - " plt.xticks(fontsize=10)\n", - " plt.yticks(fontsize=14)\n", - "\n", - " # ++++++++++++++++++++++++++++++++++++++++++#\n", - " ############################################\n", - " if event_1 is not None:\n", - " # Event line\n", - " event_datetime_1 = event_1.to_datetime()\n", - " event_time1 = pd.Timestamp(event_datetime_1)\n", - " plt.axvline(\n", - " x=event_time1,\n", - " color=\"r\",\n", - " linestyle=\"--\",\n", - " label=f\"status change: {event_time1}\",\n", - " )\n", - " plt.legend()\n", - " ############################################\n", - "\n", - " # disign\n", - " plt.tight_layout()\n", - " plt.show()\n", - " return" - ] - }, - { - "cell_type": "markdown", - "id": "cc6bf7e2-79a2-4513-be05-2db6e8535ba6", - "metadata": {}, - "source": [ - "## format_time(t_start, t_end)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "df7d1d7d-f150-4a4c-b8f7-696af223b52c", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:12:47.080805Z", - "iopub.status.busy": "2025-01-07T20:12:47.080418Z", - "iopub.status.idle": "2025-01-07T20:12:47.118220Z", - "shell.execute_reply": "2025-01-07T20:12:47.117783Z", - "shell.execute_reply.started": "2025-01-07T20:12:47.080786Z" - } - }, - "outputs": [], - "source": [ - "def format_time(t_start, t_end):\n", - " start = Time(t_start, scale=\"utc\", format=\"isot\")\n", - " end = Time(t_end, scale=\"utc\", format=\"isot\")\n", - " return (start, end)" - ] - }, - { - "cell_type": "markdown", - "id": "8b4745c2-fb6d-42a8-b26b-e0b7bc4212cb", - "metadata": {}, - "source": [ - "## call_az_data_range" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "943ae820-5376-43f5-aca6-73df87f85e07", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:12:48.056305Z", - "iopub.status.busy": "2025-01-07T20:12:48.055994Z", - "iopub.status.idle": "2025-01-07T20:12:48.093873Z", - "shell.execute_reply": "2025-01-07T20:12:48.093453Z", - "shell.execute_reply.started": "2025-01-07T20:12:48.056285Z" - } - }, - "outputs": [], - "source": [ - "def call_az_data_range(start, end):\n", - " df_az = getEfdData(\n", - " client,\n", - " \"lsst.sal.MTMount.azimuth\",\n", - " columns=[\n", - " \"actualPosition\",\n", - " \"actualVelocity\",\n", - " \"actualAcceleration\",\n", - " \"demandPosition\",\n", - " \"demandVelocity\",\n", - " \"timestamp\",\n", - " ],\n", - " begin=start,\n", - " end=end,\n", - " )\n", - " return df_az" - ] - }, - { - "cell_type": "markdown", - "id": "c0edb6cc-9b3e-418e-b24f-c641faaf71f4", - "metadata": {}, - "source": [ - "## call_el_data_range" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "046530eb-c68c-4eb6-bc63-81fcc036d6d4", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:12:49.087510Z", - "iopub.status.busy": "2025-01-07T20:12:49.087176Z", - "iopub.status.idle": "2025-01-07T20:12:49.124357Z", - "shell.execute_reply": "2025-01-07T20:12:49.123976Z", - "shell.execute_reply.started": "2025-01-07T20:12:49.087489Z" - } - }, - "outputs": [], - "source": [ - "def call_el_data_range(start, end):\n", - " df_el = getEfdData(\n", - " client,\n", - " \"lsst.sal.MTMount.elevation\",\n", - " columns=[\n", - " \"actualPosition\",\n", - " \"actualVelocity\",\n", - " \"actualAcceleration\",\n", - " \"demandPosition\",\n", - " \"demandVelocity\",\n", - " \"timestamp\",\n", - " ],\n", - " begin=start,\n", - " end=end,\n", - " )\n", - " return df_el" - ] - }, - { - "cell_type": "markdown", - "id": "cb91aecf-c73c-4c47-a356-1f9f46842458", - "metadata": {}, - "source": [ - "## miniformat(result)\n", - "Formatting date" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "ab7809ce-cf94-47b7-9ace-d2dfb2cab989", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:12:50.292996Z", - "iopub.status.busy": "2025-01-07T20:12:50.292678Z", - "iopub.status.idle": "2025-01-07T20:12:50.330775Z", - "shell.execute_reply": "2025-01-07T20:12:50.330352Z", - "shell.execute_reply.started": "2025-01-07T20:12:50.292979Z" - } - }, - "outputs": [], - "source": [ - "def miniformat(df):\n", - " # Reiniciar el índice\n", - " df.reset_index(inplace=True)\n", - " # Asignar un nombre al índice\n", - " df.index.name = \"Axis\"\n", - " df = df.rename(columns={\"index\": \"time\"})\n", - " print(df)\n", - " df = str(df[\"time\"][0])\n", - " event = datetime.strptime(df, \"%Y-%m-%d %H:%M:%S.%f%z\").strftime(\n", - " \"%Y-%m-%dT%H:%M:%S.%f\"\n", - " )\n", - " print()\n", - " print(\"Event happened at: \", event)\n", - " event = Time(event, scale=\"utc\", format=\"isot\")\n", - " return event" - ] - }, - { - "cell_type": "markdown", - "id": "62afce52-dfff-411b-95b5-b8f55291869d", - "metadata": {}, - "source": [ - "## get_event(start, end)\n", - " \"\"\"\n", - " Fetch an event from a Axis stopped in a defined range of time.\n", - " This need the find_state() function.\n", - "\n", - " Parameters:\n", - " start, end : range of time to search.\n", - " \"\"\"" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "57e8c201-c288-4a51-aedf-19425234ac77", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:12:51.312814Z", - "iopub.status.busy": "2025-01-07T20:12:51.312499Z", - "iopub.status.idle": "2025-01-07T20:12:51.351313Z", - "shell.execute_reply": "2025-01-07T20:12:51.350874Z", - "shell.execute_reply.started": "2025-01-07T20:12:51.312797Z" - } - }, - "outputs": [], - "source": [ - "def get_event(start, end):\n", - " \"\"\"\n", - " Fetch an event from a Axis stopped in a defined range of time.\n", - " This need the find_state() function.\n", - "\n", - " Parameters:\n", - " start, end : range of time to search.\n", - " \"\"\"\n", - " df_az_state = getEfdData(\n", - " client,\n", - " \"lsst.sal.MTMount.logevent_azimuthMotionState\",\n", - " columns=[\n", - " \"state\",\n", - " \"timestamp\",\n", - " ],\n", - " begin=start,\n", - " end=end,\n", - " )\n", - "\n", - " df_el_state = getEfdData(\n", - " client,\n", - " \"lsst.sal.MTMount.logevent_elevationMotionState\",\n", - " columns=[\n", - " \"state\",\n", - " \"timestamp\",\n", - " ],\n", - " begin=start,\n", - " end=end,\n", - " )\n", - "\n", - " df_move = getEfdData(\n", - " client,\n", - " # \"lsst.sal.MTMount.logevent_azimuthInPosition\",\n", - " \"lsst.sal.MTMount.logevent_azimuthSystemState\",\n", - " columns=[\n", - " \"motionControllerState0\",\n", - " \"motionControllerState5\",\n", - " \"motionControllerState10\",\n", - " ],\n", - " begin=start,\n", - " end=end,\n", - " )\n", - "\n", - " print()\n", - " print(\"MTMount_logevent_azimuthSystemState (op-1): \")\n", - " print(df_move)\n", - " print()\n", - " print(\"MTMount.logevent_azimuthMotionState (op-2): \")\n", - " print(df_az_state)\n", - " print()\n", - " print(\"MTMount.logevent_elevationMotionState (op-3): \")\n", - " print(df_el_state)\n", - " print()\n", - "\n", - " # interactive_input():\n", - " \"\"\"\n", - " Prompt the user for interactive input and execute an action based on the selected option.\n", - " \"\"\"\n", - " # Prompt the user for input\n", - " user_input = input(\"Please enter your option: \")\n", - "\n", - " # Use the user input in the notebook\n", - " print(f\"You have entered: {user_input}\")\n", - "\n", - " # Continue with code based on the input\n", - " if user_input == \"1\":\n", - " print(\"You selected azimuthSystemState\")\n", - " event = miniformat(df_move)\n", - " elif user_input == \"2\":\n", - " print(\"You selected azimuthMotionState\")\n", - " event = miniformat(df_az_state)\n", - " else:\n", - " print(\"You selected elevationMotionState\")\n", - " event = miniformat(df_el_state)\n", - "\n", - " print()\n", - "\n", - " return event" - ] - }, - { - "cell_type": "markdown", - "id": "ffdf7c69-9941-4b2f-ba70-0b8b889aad79", - "metadata": {}, - "source": [ - "## plot Elevation" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "id": "d3f276d7-9184-4946-8d00-08cbf957dbc9", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:34:32.943930Z", - "iopub.status.busy": "2025-01-07T20:34:32.943620Z", - "iopub.status.idle": "2025-01-07T20:34:32.984515Z", - "shell.execute_reply": "2025-01-07T20:34:32.984181Z", - "shell.execute_reply.started": "2025-01-07T20:34:32.943916Z" - } - }, - "outputs": [], - "source": [ - "def plot_el(el, event_2=None):\n", - " plt.figure(figsize=(8, 10))\n", - " plt.suptitle(\"lsst.sal.MTMount.elevation\", fontsize=18, fontweight=\"bold\")\n", - "\n", - " ###########\n", - " # Position\n", - " plt.subplot(3, 1, 1)\n", - " plt.plot(\n", - " el.index,\n", - " el[\"actualPosition\"],\n", - " label=\"Position\",\n", - " )\n", - " plt.plot(\n", - " el.index,\n", - " el[\"demandPosition\"],\n", - " label=\"demandPosition\",\n", - " )\n", - " plt.xlabel(\"Time\", fontsize=14)\n", - " plt.ylabel(\"Position\", fontsize=14)\n", - " plt.grid(\":\", alpha=0.5) # or alpha=0.3\n", - " plt.legend(fontsize=14)\n", - " plt.xticks(fontsize=10)\n", - " plt.yticks(fontsize=14)\n", - "\n", - " # ++++++++++++++++++++++++++++++++++++++++++#\n", - " ############################################\n", - " if event_2 is not None:\n", - " # Event line\n", - " event_datetime_2 = event_2.to_datetime()\n", - " event_time2 = pd.Timestamp(event_datetime_2)\n", - " plt.axvline(\n", - " x=event_time2,\n", - " color=\"r\",\n", - " linestyle=\"--\",\n", - " label=f\"status change: {event_time2}\",\n", - " )\n", - " plt.legend()\n", - " ############################################\n", - " # ++++++++++++++++++++++++++++++++++++++++++#\n", - "\n", - " # Velocity\n", - " plt.subplot(3, 1, 2)\n", - " plt.plot(\n", - " el[\"actualVelocity\"],\n", - " label=\"Velocity\",\n", - " )\n", - " plt.plot(\n", - " el[\"demandVelocity\"],\n", - " label=\"demandVelocity\",\n", - " )\n", - "\n", - " plt.xlabel(\"Time\", fontsize=14)\n", - " plt.ylabel(\"Velocity\", fontsize=14)\n", - " plt.grid(\":\", alpha=0.5) # or alpha=0.3\n", - " plt.legend(fontsize=14)\n", - " plt.xticks(fontsize=10)\n", - " plt.yticks(fontsize=14)\n", - "\n", - " # ++++++++++++++++++++++++++++++++++++++++++#\n", - " ############################################\n", - " if event_2 is not None:\n", - " # Event line\n", - " event_datetime_2 = event_2.to_datetime()\n", - " event_time2 = pd.Timestamp(event_datetime_2)\n", - " plt.axvline(\n", - " x=event_time2,\n", - " color=\"r\",\n", - " linestyle=\"--\",\n", - " label=f\"status change: {event_time2}\",\n", - " )\n", - " plt.legend()\n", - " ############################################\n", - " # ++++++++++++++++++++++++++++++++++++++++++#\n", - "\n", - " ############################################\n", - "\n", - " plt.subplot(3, 1, 3)\n", - " plt.plot(\n", - " el[\"actualAcceleration\"],\n", - " label=\"Actual Acceleration \",\n", - " )\n", - " plt.xlabel(\"Time\", fontsize=14)\n", - " plt.ylabel(\"Acceleration\", fontsize=14)\n", - " plt.grid(\":\", alpha=0.5) # or alpha=0.3\n", - " plt.legend(fontsize=14)\n", - " plt.xticks(fontsize=10)\n", - " plt.yticks(fontsize=14)\n", - " ############################################\n", - "\n", - " # disign\n", - " plt.tight_layout()\n", - " plt.show()\n", - " return" - ] - }, - { - "cell_type": "markdown", - "id": "77bbec05-dcc8-4645-9f6a-caa2d879fd12", - "metadata": {}, - "source": [ - "## delta_time" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "b8f6fdc3-3b64-43fa-a1af-0448b80d79b2", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:12:53.573419Z", - "iopub.status.busy": "2025-01-07T20:12:53.573104Z", - "iopub.status.idle": "2025-01-07T20:12:53.612895Z", - "shell.execute_reply": "2025-01-07T20:12:53.612432Z", - "shell.execute_reply.started": "2025-01-07T20:12:53.573403Z" - } - }, - "outputs": [], - "source": [ - "#################################\n", - "def delta_time(timestamp1, timestamp2):\n", - " # Convert to datetime objects\n", - " dt1 = datetime.fromisoformat(timestamp1)\n", - " dt2 = datetime.fromisoformat(timestamp2)\n", - "\n", - " # Calculate time difference\n", - " diff = dt2 - dt1\n", - " print(f\"Time difference: {diff}\")\n", - " return diff\n", - "\n", - " #################################" - ] - }, - { - "cell_type": "markdown", - "id": "1687913e-d19b-4146-97c2-ea835607c0a3", - "metadata": {}, - "source": [ - "## get_format_h(df)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "91c17b65-479f-4bb3-84e9-28835275bd81", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:12:55.228555Z", - "iopub.status.busy": "2025-01-07T20:12:55.228195Z", - "iopub.status.idle": "2025-01-07T20:12:55.267898Z", - "shell.execute_reply": "2025-01-07T20:12:55.267365Z", - "shell.execute_reply.started": "2025-01-07T20:12:55.228533Z" - } - }, - "outputs": [], - "source": [ - "def get_format_h(df):\n", - " try:\n", - " date_stop = str(df[\"time\"][0])\n", - " h_event = datetime.strptime(date_stop, \"%Y-%m-%d %H:%M:%S.%f%z\").strftime(\n", - " \"%H:%M:%S.%f\"\n", - " )[:-3]\n", - "\n", - " # Convertir el evento a objeto datetime\n", - " h_event = pd.to_datetime(h_event)\n", - "\n", - " except:\n", - " pos_time = str(df)\n", - " h_event = datetime.strptime(pos_time, \"%Y-%m-%d %H:%M:%S.%f%z\").strftime(\n", - " \"%Y-%m-%dT%H:%M:%S.%f\"\n", - " )\n", - "\n", - " return h_event" - ] - }, - { - "cell_type": "markdown", - "id": "3a998469-7e32-436e-8c38-196979bfecab", - "metadata": {}, - "source": [ - "## find_first_non_zero_from_end" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "ce5ee2b4-5882-4146-8cda-812f18f5aea1", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:12:56.259773Z", - "iopub.status.busy": "2025-01-07T20:12:56.259446Z", - "iopub.status.idle": "2025-01-07T20:12:56.298081Z", - "shell.execute_reply": "2025-01-07T20:12:56.297633Z", - "shell.execute_reply.started": "2025-01-07T20:12:56.259754Z" - } - }, - "outputs": [], - "source": [ - "def find_first_non_zero_from_end(df, col_name, threshold=0.01):\n", - " \"\"\"\n", - " Parameters:\n", - " df (pd.DataFrame): The DataFrame to search.\n", - " col_name (str): The name of the column to check.\n", - " threshold (float): The tolerance threshold for considering a value as zero.\n", - "\n", - " Returns:\n", - " tuple: A tuple containing:\n", - " - The row where the value stops being zero.\n", - " - The name of the column.\n", - " - The value in the column at that row.\n", - " \"\"\"\n", - " # Reverse the DataFrame to search from the end\n", - " reversed_df = df.iloc[::-1]\n", - "\n", - " # Iterate over the reversed DataFrame\n", - " for i in range(len(reversed_df)):\n", - " if abs(reversed_df[col_name].iloc[i]) > threshold:\n", - " # Get the row index in the original DataFrame\n", - " original_index = reversed_df.index[i]\n", - " # Get the row, column name, and value\n", - " row = df.loc[original_index]\n", - " value = df.at[original_index, col_name]\n", - " return (row, col_name, value)\n", - "\n", - " # If no non-zero value is found, return None\n", - " return None" - ] - }, { "cell_type": "markdown", "id": "e27cff00-ca99-45f9-8ce2-8f5521788326", - "metadata": {}, - "source": [ - "# Cases" - ] - }, - { - "cell_type": "markdown", - "id": "4ce794d1-9d13-4d9a-a5ef-235369c7d829", - "metadata": {}, - "source": [ - "## Case 1: Az brake test on 2023-11-23" - ] - }, - { - "cell_type": "markdown", - "id": "67179d6a-1cb0-44e2-b983-b578809086f1", - "metadata": {}, - "source": [ - "* time_start = \"2023-11-23T00:40:35\"\n", - "* time_ends = \"2023-11-23T00:40:40\"\n", - "* Event happened at: 2023-11-23T00:40:36.120481" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "id": "87908f19-32b0-4477-b6dd-b1765bdedf0e", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:45:51.126770Z", - "iopub.status.busy": "2025-01-07T20:45:51.126365Z", - "iopub.status.idle": "2025-01-07T20:45:51.394823Z", - "shell.execute_reply": "2025-01-07T20:45:51.394464Z", - "shell.execute_reply.started": "2025-01-07T20:45:51.126752Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "##################################################\n", - "time_start = \"2023-11-23T00:40:35\"\n", - "time_ends = \"2023-11-23T00:40:40\"\n", - "##################################################\n", - "start, end = format_time(time_start, time_ends)\n", - "df_az = call_az_data_range(start, end)\n", - "##################################################\n", - "plot_az_woacc(df_az, event1)" - ] - }, - { - "cell_type": "markdown", - "id": "bdcae77a-9a34-4286-af0d-ae9f7af8902b", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T20:27:12.901480Z", - "iopub.status.busy": "2025-01-07T20:27:12.901227Z", - "iopub.status.idle": "2025-01-07T20:27:12.949242Z", - "shell.execute_reply": "2025-01-07T20:27:12.948629Z", - "shell.execute_reply.started": "2025-01-07T20:27:12.901460Z" - } - }, - "source": [ - "#### stopping distance = 12.87 deg" - ] - }, - { - "cell_type": "markdown", - "id": "65084fd1-1d0e-4113-a1d3-73a7ff90ef53", - "metadata": {}, - "source": [ - "## Case 2: El brake test on 2023-11-23T03:08:50.50" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0c74fa05-fa18-45d4-938c-bbd17a3c4e4b", - "metadata": {}, - "outputs": [], - "source": [ - "* " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "99aed9ec-2924-42be-9b15-c54b4aae9ec7", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 185, - "id": "6292040e-3171-4d7a-ad38-d2c5cf26ec93", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T21:56:02.971658Z", - "iopub.status.busy": "2025-01-07T21:56:02.971276Z", - "iopub.status.idle": "2025-01-07T21:56:12.046301Z", - "shell.execute_reply": "2025-01-07T21:56:12.045879Z", - "shell.execute_reply.started": "2025-01-07T21:56:02.971634Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "
lsst.summit.utils.efdUtils WARNING: Topic lsst.sal.MTMount.logevent_azimuthMotionState is in the schema, but no data was returned by the query for the specified time range
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
lsst.summit.utils.efdUtils WARNING: Topic lsst.sal.MTMount.logevent_elevationMotionState is in the schema, but no data was returned by the query for the specified time range
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "MTMount_logevent_azimuthSystemState (op-1): \n", - " motionControllerState0 \\\n", - "2024-12-08 09:06:11.372613+00:00 1 \n", - "\n", - " motionControllerState5 \\\n", - "2024-12-08 09:06:11.372613+00:00 2 \n", - "\n", - " motionControllerState10 \n", - "2024-12-08 09:06:11.372613+00:00 2 \n", - "\n", - "MTMount.logevent_azimuthMotionState (op-2): \n", - "Empty DataFrame\n", - "Columns: []\n", - "Index: []\n", - "\n", - "MTMount.logevent_elevationMotionState (op-3): \n", - "Empty DataFrame\n", - "Columns: []\n", - "Index: []\n", - "\n" - ] - }, - { - "name": "stdin", - "output_type": "stream", - "text": [ - "Please enter your option: 1\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "You have entered: 1\n", - "You selected azimuthSystemState\n", - " time motionControllerState0 \\\n", - "Axis \n", - "0 2024-12-08 09:06:11.372613+00:00 1 \n", - "\n", - " motionControllerState5 motionControllerState10 \n", - "Axis \n", - "0 2 2 \n", - "\n", - "Event happened at: 2024-12-08T09:06:11.372613\n", - "\n" - ] - } - ], - "source": [ - "time_start = \"2024-12-08T09:06:11\"\n", - "time_ends = \"2024-12-08T09:06:15\"\n", - "##################################################\n", - "start, end = format_time(time_start, time_ends)\n", - "df_az = call_az_data_range(start, end)\n", - "event1 = get_event(start, end)\n", - "##################################################" - ] - }, - { - "cell_type": "code", - "execution_count": 186, - "id": "084c8e60-1b5c-4658-8e58-07e7148162ac", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T21:56:48.023500Z", - "iopub.status.busy": "2025-01-07T21:56:48.023106Z", - "iopub.status.idle": "2025-01-07T21:56:48.460780Z", - "shell.execute_reply": "2025-01-07T21:56:48.460253Z", - "shell.execute_reply.started": "2025-01-07T21:56:48.023475Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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o2Ab9QPesHuyfViktvPj87zsn/66FEC8nAYUQWeD57iFFihShUaNG9O/fn9WrV+Pq6mo4p9VqDX+MY2JiiIiIMJyzsLCgdOnStGrVihEjRrBgwQKjfJ+fXvP5D4uAYfxDSl62YJVWq+Xu3btGx0qUKIGvry9DhgxJ9oTk4cOH3Lt3D8BohWiAypUrM3XqVOrVq4eXlxeenp7JuoFlVFoWUHuZkSNHGu0PGjQoWXeRrPb8FLKQvN4vYmlpSePGjY2OrVq1Klmf84MHDxp1dwJo2rSp0f7z33Q/3xa3b99OcHBwmuv2qp5v+y9q96APkp9tM8+PQXm+/bZu3ZqxY8dSq1YtSpcujaenZ5oWZPz1118ZP3680bFhw4ZlaIHJrJLSU43nf99JXQZf5vlxVi/7PQkhsgcZQyFEFqhevToVKlSgTZs2VK9enZIlS+Lg4MDDhw/5888/jYIGwNC16fLly9StW5e2bdvSokULKlWqhLu7O1ZWVty4cSPZHPPPd4l6frpPgBkzZtCzZ0/s7OwAfUCQ0jeOKXn69CklSpSgVatWtGrViqpVq1KsWDFsbW25e/cuv/76a7JrkgaZP1+X8+fP88MPP9C6dWuioqJYv359smk2s1L79u0ZP368YcB4duhGlJKRI0cautXY2dmlaarYZw0bNoxdu3YZ9p88eUKTJk2YMmUKXl5eHD9+nNGjRxtdY2VlxeDBg42OVa1a1Whw8YIFC6hUqRItWrTg5MmTfPjhh+m9tVfyfHvbuXMn27Ztw9vbGwsLC+zs7HB3d89wfrt27WLp0qXUq1eP8PBw/vjjD3777bcX5vH3338newrRtGlTRo8eneKq3fny5TNZlyRTqlq1arJjAwYMYM6cORQqVIglS5awYsWKNOVVqFAhoy9c/vjjD2rXrm14vbPrayBEXicBhRBZQKfTsWfPnjTNjFO6dGkqVqxo2H/69Cnr1q1j3bp1L7322dlaAGrVqoW1tbXRWhaTJ09m8uTJhv2wsDA8PT3TcBd6iYmJbNmyhS1btrw0ra+vL87OzgB06dLFaEG0xMTEZB8yixYtyu3bt9NcF3PSaDSZ1oXsVZQsWfKVArGuXbvStWtXo6dL586d44033kj1mkmTJuHj42N07O233zYKKBISEpLNwPPsjGXm1qBBA6MPteHh4bRp08aw7+vrS0BAQJrze/PNN43yi4qKSvYU42Xt9+effzZ0AUyyZ8+eVAfCT5w4MVs+ufDw8KBRo0bs37/fcOzcuXO0bNnSsJ/W33WDBg2M2l5gYCB169Y17GfX10CIvE66PAmRjbm5ubFixYpkAyfTolq1askWgnNzc2PYsGGmql66lCpVymj15dq1a/PJJ5+kmt7Dw4Ply5dnRtXEMzQaDcuWLWPQoEEvTWtlZcX06dOTddkB/XS7L5oBq3Pnzslm/TKnPn364OHhYbL83nzzzRcOmK5WrVqau/nkBj/++GOqM4lZW1uzePHiNOUzduzYFKeXFkJkbxJQCJEFdu/ezS+//ELv3r2pWbMmJUqUwNbWFhsbG4oUKYKvry9Tpkzh0qVL1K9f33Bd+fLl2bt3L9OnT6dTp05UrlyZwoULY2Vlhb29PaVKlaJTp04sWrSII0eOpNjF6fvvv2fOnDnUqVMnxVmi0sPR0ZHDhw/z/fff061bN6pWrUrRokWxtrbG1taW4sWL07p1a2bPns25c+eSfYs9ffp0Vq1aRdOmTXF2dsbOzg4fHx/GjBnDyZMnKV269CvVT2SMnZ0d8+fP59ixY7z33ntUqVIFV1dXrKyscHNzo06dOnzyyScEBwenGhRaWlqyefNmvvzySypUqICtrS2urq74+vqybNky1q9fb+hmlxlcXV05cOAA7777LqVLl05xPFF6aDQaVqxYwbx586hTpw4ODg44OjpSuXJlvvrqKw4ePJjirGe5VfXq1Tl06BC9evWicOHCWFtbU7x4cfr27cupU6fo169fmvKpW7cue/bs4Y033qBIkSIyS5MQOYRGZcUcjEIIIYQQQohcQZ5QCCGEEEIIITJMAgohhBBCCCFEhklAIYQQQgghhMgwCSiEEEIIIYQQGSYBhRBCCCGEECLDJKAQQgghhBBCZJgEFEIIIYQQQogMk4BCCCGEEEIIkWESUAghhBBCCCEyTAIKIYQQQgghRIZJQCGEEEIIIYTIMAkohBBCCCGEEBkmAYUQQgghhBAiwySgEEIIIYQQQmSYVVZXIC/R6XTcunULZ2dnNBpNVldHCCGEEELkAEopnjx5QrFixbCwyH7PAySgyES3bt2iZMmSWV0NIYQQQgiRA12/fp0SJUpkdTWSyTMBxZ49e9iwYQPHjh3j+PHjREZG0q9fP5YsWZKm6xMSEqhTpw6nTp2iXLlyXLhwId11cHZ2BvSNwcXFJd3Xp5VWqyU0NBQvLy8sLS3NVk6WiYuDDz7Q/zx7NtjaZm198qBc38ZElpM2JsxN2pgwN1O2scjISEqWLGn4LJnd5JmAYtGiRSxduhQHBwc8PDyIjIxM1/VfffUVISEhr1SHpG5OLi4uZg8onJyccHFxyZ1vktHR8Oef+p/nzwdHx6ytTx6U69uYyHLSxoS5SRsT5maONpZdu8xnv05YZjJ8+HDOnj1LZGQkixcvTte1x48fZ9q0aUybNs1MtRNCCCGEECJnyjMBRe3atalUqVK6I8T4+Hj8/PyoX78+w4cPN1PthBBCCCGEyJnyTJenjJo0aRLBwcGcOnUq2z5mEkIIIYQQIqtIQPECR44c4ZtvvmHq1KmULVs23dfHxcURFxdn2E8at6HVatFqtSar5/O0Wi06nc6sZWQprRZLw49ayK33mY3l+jaWi2m1WhISErK6Gi+l1WpJTEwkOjpa+rcLs5A2JswtPW3M2tr6hWmy+99bCShSERcXh5+fHzVq1ODjjz/OUB7Tpk1j8uTJyY6Hhobi5OT0qlVMlU6n4+HDh4SEhGTLuYpflSYmhnL//3NISAjKwSFL65MX5fY2lhsppUhISEAplWOetmq1Wq5cuZLV1RC5mLQxYW5pbWNJ783W1tYpvkdHRUWZoXamk6MCioIFCxIeHp7m9P7+/jRr1ixDZU2YMIHg4GCOHTuW4W8uPv30Uz766CPDftKUX15eXmaf5SkkJARvb+/c+a1LdLThR29vb5nlKQvk+jaWC925c4fIyEgKFSqEg4NDtg8qlFLEx8djY2OT7esqciZpY8Lc0trGlFLExMRw//59XFxccHd3T5YmvbOTZrYcFVD06tWLJ0+epDl9Sr+QtDh+/DizZs1iwoQJVKlSJUN5ANja2mKbwhoJlpaWZv8QZmFhYSgnJ30jmSbOznDvHgCWzs6Qm+4tB3m2jYnsTavVEhkZSeHChSlQoEBWVydNkt637Ozsctf7l8g2pI0Jc0tPG0v6oufevXu4u7sn+9ua3f/W5qiAYu7cuZlSzunTp9FqtUyaNIlJkyYlO3/x4kU0Gg2urq48fvw4U+qUUceuPmTyv+f5rU8tirraZ3V1TEOjgUKFsroWQuQYSWMmHKR7oBBCZFtJ79EJCQnZPoB4Xo4KKDJL2bJlGThwYIrnFi5ciKurK926dcv2f5x1OsX4dWe5cOcJ3X4J5PeBdfEqZL6xG0KI7E2+hRVCiOwrJ79HS0CRgoYNG9KwYcMUzy1cuBB3d3cWLFiQybVKPwsLDQv61abvwsNcfhBN918DWdq/LlVKuGZ11V5NXBwkjU2ZNQtS6FYmhBAvcuXKFUqXLs2JEyeoXr16qumaNWtG9erV+eGHHzKtbkIIkdPkmelZ9u3bh5+fH35+fnz11VfJjk2fPj2La2geJfI7sGpoA6oUd+VhdDw95wVyIORBVlfr1SQmws8/67fExKyujRDCjPr3749GozHMflKmTBlGjx5N9DOTM2REyZIluX37NpUrVwYgICAAjUaTrBvr2rVrDX8zhBBCpCzPPKEICQlh6dKlRsdCQ0MJDQ0FwNfXl3HjxmVF1cyugJMtKwbXY8gfxzgQGo7f4iPM6VWdtpWLZnXVhBDipdq2bcvixYtJSEhg7969DBo0iOjoaH755ZcM52lpaZmmiTvc3NwyXIYQQuQVeeYJhZ+fH0qpVLeAgIA05aOU4sKFC+atrBk421mzyK8ObSu5E6/V8d7y46w8fC2rqyWEEC9la2uLu7s7JUuW5O2336Z3796sX7+euLg4Ro4cSeHChbGzs6Nx48YcOXLEcN2jR4/o3bs3hQoVwt7eHh8fHxYvXgzouzxpNBpOnjzJlStXaN68OQD58+dHo9Hg5+cH6Ls8jRo1yijPvn37kj9/fhwcHGjXrh3BwcGG80uWLCFfvnxs3bqVChUq4OTkRNu2bbl9+7b5XyghhMgieSagEGBnbclPvWvSs05JdArGrT3DLwGhKKWyumpCCJFm9vb2JCQkMHbsWNasWcPSpUs5fvw43t7etGnThocPHwL69YTOnz/P//73P4KCgvjll18oWLBgsvxKlizJmjVrAP0sfrdv32b27Nkplu3n58fRo0fZsGEDgYGBKKVo37690erjMTExfPvtt/zxxx/s2bOHa9euMXr0aDO8EkIIkT3kmS5PQs/SQsO0N6uQ39GGXwJCmbHlApGxCYxtUy5Hzy4ghEgfpRRPE7RZUra9tWWG328OHz7MihUraN68Ob/88gtLliyhXbt2AMyfP5/t27ezcOFCxowZw7Vr16hRowa1a9cGwNPTM8U8LS0tDV2bChcuTL58+VJMFxwczIYNG9i/f79h4o7ly5dTsmRJ1q9fT/fu3QH9lI+//vorXl5eAAwfPpwvv/wyQ/crhBA5gQQUeZBGo+GTtuUp4GjD15uC+CUgFAsNjG4tQYUQecXTBC0Vv9iaJWWf/7INDjZp//OzceNGnJycSExMJCEhgc6dOzNixAhWr15No0aNDOmsra2pW7cuQUFBAAwbNoyuXbty/PhxWrduzRtvvJHqDH5pERQUhJWVFfXq1TMcK1CgAOXKlTOUCfq55JOCCYCiRYty7/8X4xRCiNxIujzlYYOalGHS6xUB+Mk/lB92BL/kCiGEyHzNmzfn5MmTXLx4kdjYWNauXYurq3766+e/BElamRagXbt2XL16lVGjRnHr1i1atmz5Sl2PUuse+myZoA9snqXRaKRrqRAiV5MnFHmcX6PSJOoUX28KYvbOYCwtNIxs6ZPV1Xoxe3sIC/vvZyFEutlbW3L+yzZZVnZ6ODo64u3tbXTM29sbGxsb9u3bx9tvvw3ouxodPXrUaBB1oUKFDNODN2nShDFjxvDtt98mK8PGxgYArTb1bmAVK1YkMTGRQ4cOGZ50hIeHc+nSJSpUqJCuexJCiNxEAgrBoCZl0CnF1M0XmLX9EpYWGt5v7v3yC7OKhQWk0hdaCJE2Go0mXd2OshtHR0eGDRvGmDFjcHNzw8PDg2+++YaYmBgGDhwIwBdffEGtWrWoVKkScXFxbNy4MdUP/qVKlUKj0bBx40bat2+Pvb09Tk5ORml8fHzo3LkzgwcP5rfffsPZ2Zlx48ZRvHhxOnfubPZ7FkKI7Eq6PAkA3m3qxSdtywMwc+tFft0dmsU1EkKIF5s+fTpdu3alT58+1KxZk5CQELZu3Ur+/PkB/VOHTz/9lKpVq9K0aVMsLS1ZuXJlinkVL16cyZMnM27cOIoUKcLw4cNTTLd48WJq1apFx44dadCgAUopNm/enKybkxBC5CUaJR07M01kZCSurq5ERETg4uJitnK0Wi3BwcH4+PhgaZm+rgU/7grm222XAPi8QwUGNSljjiq+mvh4GD9e//OUKfD/XRVE5nmVNiYyX2xsLGFhYZQuXRo7O7usrk6aKKWIjY3Fzs5OJosQZiFtTJhbetvYi96rM+szZEbJEwphZHgLH0a10o+h+HpTEIv2hWVxjVKQkADffqvfnpn7XQghhBBCZD4JKEQyH7T0YUQL/RiKLzee5/fAK1lbISGEEEIIkW1JQJHbKQX3L6brEo1Gw0evleW9Zvp51L/45xzLDl41R+2EEEIIIUQOJwFFbrd7BvzSCM6uTddlGo2GMW3KMaSpfgzF5+vPsvLwNXPUUAghhBBC5GASUORmSqd/OqFLgNUD4MiCdF2u0WgY1648AxuXBuDTdWf4++h1c9RUCCGEEELkUBJQ5GYaC+i6AGoPBBRs+hh2f6PvBpXWLDQaPu9QAb+GnigFn6w5zZpjN8xXZyGEEEIIkaNIQJHbWVhCh+/A9xP9vv8U2DIOdLo0Z6HRaJj4ekX61C+FUjB69SlWHr6GzDgshBBCCCEkoMgLNBpo/hm0+0a/f+hXWDcEtGmfclWj0TC5UyXerueBUjBu7RneX3GcR9HxZqr0C9jbw9mz+s3ePvPLF0IIIYQQBhJQ5CX1hsCbC8DCCs78DSvfhviYNF9uYaHh686VGd26LFYWGjafuUPrH/bgf+GeGSudYkWgUiX9ZiFNWAghhBAiK8mnsbymanfotRKs7CF4G/zxBjx9lObLLSw0DG/hw7r3GuFd2In7T+Lov+QIn607Q3RcovnqLYQQ/69Zs2aMGjUqq6uRIZMmTaJ69eqZVp5Go2H9+vUvTOPn58cbb7yRKfURQuROeSag2LNnD6NHj6Z58+a4urqi0Wjw8/NLNX1AQAAajSbV7eDBg5lXeVPzeQ36/gN2rnD9ECztlK6gAqBKCVc2jmjMgEb6GaBWHLpG+zl7OXY1fflkSHw8TJqk3+KzoMuVEEKYyKRJkwx/VywtLSlZsiSDBg3i/v37Jsn/9u3btGvXDoArV66g0Wg4efKkUZrZs2ezZMkSk5QnhMibrLK6Apll0aJFLF26FAcHBzw8PIiMjEzTdb6+vjRr1izZ8RIlSpi4hpnMox703wK/d4I7p+GPLtBnPdjnS3MWdtaWfPF6RVpVKMzoVae4Gh5D918PMKyZFx+0LIuNlZni1YQEmDxZ//OYMWBjY55yhBAiE1SqVIkdO3ag1Wo5ceIEAwcO5ObNm/zvf/975bzd3d1fmsbV1fWVyxFC5G155gnF8OHDOXv2LJGRkSxevDjN1zVr1oxJkyYl23J8QAFQpCL0+xccCsCtE7DsTYiNSHc2Db0L8r9RTXmzRnF0Cn7yD+WNn/Zz8c4TM1RaCJGXREdH07dvX5ycnChatCjfffed0fn4+HjGjh1L8eLFcXR0pF69egQEBBjOL1myhHz58rFx40bKlSuHg4MD3bp1Izo6mqVLl+Lp6Un+/PkZMWIEWq3WcN2yZcuoXbs2zs7OuLu78/bbb3Pv3n/jxZKeYu/cuZPatWvj4OBAw4YNuXjxolH9pk+fTpEiRXB2dmbgwIHExsYmu0crKyvc3d0pXrw4HTt2ZOTIkWzbto2nT5+i0+n48ssvKVGiBLa2tlSvXp0tW7YY3f/w4cMpWrQodnZ2eHp6Mm3aNMP5Z7s8lS6tf6Jco0YNNBqN4cuy57s8xcXFMXLkSAoXLoydnR2NGzfmyJEj6b53IUTekWcCitq1a1OpUiUsLS2zuirZS+EK0HcD2LvBzWOwrBvEpT8QcLW3ZtZb1fmld03yO1hz/nYkr/+4j2mbg7JmJighRK4wZswY/P39WbduHdu2bSMgIIBjx44Zzvfv35/9+/ezcuVKTp8+Tffu3Wnbti3BwcGGNDExMcyZM4eVK1eyZcsWAgICePPNN9m8eTObN2/mjz/+YN68eaxevdpwTXx8PF999RWnTp1i/fr1hIWFpdhNdvz48Xz33XccPXoUKysrBgwYYDj3999/M3HiRKZMmcLRo0cpWrQoP//880vv2d7eHp1OR2JiIrNnz+a7777j22+/5fTp07Rp04ZOnToZ7m/OnDls2LCBv//+m4sXL7Js2TI8PT1TzPfw4cMA7Nixg9u3b7N27doU040dO5Y1a9awdOlSjh8/jre3N23atOHhw4dpvnchRB6j8qDAwEAFqH79+qWaxt/fXwHq7bffVrNnz1bTpk1TK1asUPfv389wuREREQpQERERGc4jLRITE1VQUJBKTExM+0W3Tik1zUOpiS5KLWyjVOyTDJd/N/Kp6r/4sCr1yUZV6pONqvIXW9TsHZfUk9iEDOdpJCpKKf3yfPqfRabLUBsTWebp06fq/Pnz6unTp/8d1OmUiovKmk2ne2mddTqdunfvnrKxsVErV640HA8PD1f29vbqgw8+UCEhIUqj0aibN28aXduyZUv16aefKqWUWrx4sQJUSEiI4fyQIUOUg4ODevLkv/e5Nm3aqCFDhqRan8OHDyvAcE3S34gdO3YY0mzatEkBhte5QYMGaujQoUb51KtXT1WrVs2wP3HiRKP9oKAg5e3trerWrauUUqpYsWJqypQpRnnUqVNHvffee0oppUaMGKFatGihdKm8poBat26dUkqpsLAwBagTJ04YpenXr5/q3LmzUkqpqKgoZW1trZYvX244Hx8fr4oVK6a++eabNN97TqDT6VRMTEyqr50Qryq9bSzF9+r/l1mfITMqz4yhyKgVK1awYsUKw769vT2TJ09mzJgxWVgrMyhaVT9Q+/dOcC0QVvSA3qvAxjHdWRV2tmNhv9r4X7zHzK2XCLodyaztl1h64ArvNfemdz0P7KzlSZEQWSohBqYWy5qyP7uVpveWy5cvEx8fT4MGDQzH3NzcKFeuHADHjx9HKUXZsmWNrouLi6NAgQKGfQcHB7y8vAz7RYoUwdPTEycnJ6Njz3ZpOnHiBJMmTeLkyZM8fPgQ3f8vBnrt2jUqVqxoSFe1alXDz0WLFgXg3r17eHh4EBQUxNChQ43q1qBBA/z9/Y2OnTlzBicnJ7RaLXFxcTRr1ox58+YRGRnJrVu3aNSokVH6Ro0acerUKUDfXem1116jXLlytG3blo4dO9K6detUX9OXCQ0NJSEhwahMa2tr6tatS1BQkFHaF927ECJvkYAiFYUKFWLmzJl07NgRDw8PHj9+jL+/P5988gljx47FxcWFIUOGvDCPuLg44uLiDPtJA8G1Wq1RX11T02q16HS69JdRpAr0XoPFsi5oru5HrXgLXc8/wdohQ/Xw9SlIE68CbD57h+93BHMlPIavNp5n/t7LjGzuRdeaxbGyzECvO60WS8OPWjDjaylSluE2JrKEVqtFKWXYAFAKTRbVRyU9Y3xJmqS6GtX7mfNarRZLS0uOHj2arDurk5OT4Tpra+tk1z9/TKPRoNPpUEoRHR1N69atad26NX/88QeFChXi2rVrtG3blri4OKP6WFlZJcs76fVOqe7PHk/6t1y5cvzzzz9YWlpSrFgxbG1tAYwmD3k2D51Oh0ajQSlFjRo1uHz5Mv/73//YsWMHPXr0oFWrVqxatSrZa/mi1zPpeFLg9HyZKV37snvP7p7/XQhhaultY0n/v1L6nJjd/97mqICiYMGChIeHpzm9v79/ijM0pUWlSpWoVKmSYd/BwYHevXtTrVo1atWqxcSJExk8eDAWL1hYbdq0aUxOmo3oGaGhoUbfjJmaTqfj4cOHhISEvLB+KXPGrukPlPQfgeWVvcQufpMbTWairOwyXJ9y9vBjB3e2hzxh+cmH3ImI5bP15/hp1yX61nCjiacjFpq0f7TRxMRQ7v9/DgkJQTlkLOARGfdqbUxktqT++M9+wYGygA9Ds6ZCWgtIYXDy80qVKoW1tTV79+6la9euADx69IhLly7RqFEjKlasiFar5caNG8m+xQeIjY0lISHB8HOSxMREdDqd0bGkP+CxsbGcOnWKBw8eGE3AERgYCOi/KIqNjSX+/6esjo2NNeST9PompSlXrhz79++nR48ehnICAwONyk5MTMTKyspQjlLKcM7GxoaiRYsSEBBA3bp1DXns37+f2rVrG6Xr3LkznTt3plOnTnTu3Jlbt27h5uYG6MeDxMbGGoKFmJiYVO+9RIkS2NjY4O/vz1tvvQVAQkICR44cYfjw4Wm+95wiMVHWTxLmlZ42FhcXR2JiIlevXk32tzUqKsrUVTOpHBVQ9OrViydP0j5gOC3T5aVX5cqVqVevHnv37iUkJCTZo/Znffrpp3z00UeG/cjISEqWLImXlxcuLi4mr1sSrVZLSEgI3t7eGRuE7uMDxYuhVnTH8e5hyh6fhO6t5fAKQQVAhXIwpLWWFYev83NAKDcjE5i2+y7/XHLmo9fK0qxsQTRpCSy0WrT//8fdu3JlkIH2me6V25jIVLGxsVy9ehVbW1vs7J75f2xvn3WVegmlFPny5WPAgAGMHz8ed3d3ihQpwueff46FhQWWlpZUqVKF3r17M3jwYL799ltq1KjBgwcP2LVrF1WqVKF9+/ZYW1sDGN23lZUVFhYWRscsLS2xtLTEzs4OHx8fbGxsmDdvHkOHDuXs2bPMmDEDwPAa2vz/dNV2dnaGfJKeLCSlGTVqFH5+ftSrV4/GjRuzfPlygoKCKFOmjOGalOryrDFjxjBp0iTKlStH9erVWbx4MadPn2bFihXY2dnx/fffU7RoUapXr46FhQX//PMP7u7uuLu7Gz6Q2NjYYGdnh4eHB/b29vj7++Pl5YWdnR2urq5G925nZ8fQoUMZP348RYoUwcPDg5kzZ/L06VOGDBmS5nvPCZK+Nba1tU3b3x4h0ikjbczKyopSpUol+3+U1uUOskqOCijmzp2b1VUA9E9KQP8tz4vY2toa3mSflfTmbU5Jf3AzXI5nQ+i9GpZ1RXPZH8tV/aDncrBKfj/p4WBpyaCmXvSsV4pF+8KYv+cy528/YdDvx6hdKj/j2pWntqfbizOxtIT69V+pHuLVvXIbE5nG0tLSaGHOnGTmzJlER0fTuXNnnJ2d+fjjj4mIiDDcy+LFi/n6668ZPXo0N2/epECBAjRo0IAOHToY3e+z953SsWfPFS5cmCVLlvDZZ58xd+5catasybfffkunTp2SvY4plZF0rGfPnly+fJlx48YRGxtL165dGTZsGFu3bk3xmpR88MEHPHnyhNGjR3Pv3j0qVqzIhg0bDF9mOTs788033xAcHIylpSV16tRh8+bNRv8vk+pjbW3NnDlz+PLLL5k4cSJNmjQxmmI3qQ4zZsxAKUXfvn158uQJtWvXZuvWrYYnHmm595wkJ9ZZ5CxpbWPPLnL5/N/W7P63VqPyYOfBgwcP0qBBA/r165fu1UETExPx9vbm2rVrPHjwwPAGmxaRkZG4uroSERFh9icUwcHB+Pj4vHoDvLJPP5Vs4lMo2xZ6/AFWpltI7lF0PL/uDmXJgSvEJeqw0MCKwfWpX6bAyy8WWcakbUyYXWxsLGFhYZQuXTpHfXscGxuLnZ2dfNgTZiFtTJhbetvYi96rM+szZEZJ5+dUBAYGJhtEk5iYyJgxY7h69Spt2rRJVzCRY3k2hrf/0nd3urQFVvmBNsFk2ed3tOHT9hXYM7Y5rSoUQadg1MqTPHzR2hXx8TBzpn6LlzUuhBBCCCGyUo7q8vQq9u3bx4IFCwC4f/++4VjSQkXly5dn3LhxhvS9evVCo9HQsGFDihcvzuPHj9mzZw8XL17Ew8ODX3/9NdPvIcuU8YVef8KKnnBxE6zuD90Wg6W1yYoo4mLH7J7Vef3HfVy+H83Y1aeY37d2yhF9QgKMHav/+b33wMZ0T0yEEEIIIUT65JmAIiQkhKVLlxodCw0NJTRUP8uJr6+vUUAxbNgww4qqDx48wMrKCm9vb8aPH8/HH39M/vz5M7X+Wc6rBfRcASt7QdC/8GdPeOMXcCpssiIcba2Y26sGXX46wI6geyw5cIX+jUqbLH8hhBBCCGF6eXIMRVbJkWMonndpG/z1DmjjwKEAvD4bKrxu0iKWHrjCxA3nsLG0YO17Dalc3NU4QXQ0JE27GxUFjulffE+8GhlDkbPIGAohkpM2JsxNxlAIkZqyrWHwLihSGWLC9cHFumEQG2GyIvo2KMVrFYsQr9Ux4s8TRMXJPOFCCCGEENmVBBQi/dwr64OKRqMADZxaAb80grC9Jsleo9Ews1tVirraEfYgmi/Wn5WVTIUQQgghsikJKETGWNnCa5Oh//8gvydEXIelHWHreEh49VVS8znYMLtnDSw0sPbETZYdvPrqdRZCCCGEECYnAYV4NaUawNB9ULOffj/wR5jnC7dPvXLWdUu78Unb8gBM/vc8hy6Hv3KeQgghhBDCtCSgEK/O1hk6zYFef4FjYbh/Aea3gD0zX3nNineblqFTtWIk6hTvLT/OzcdPwc4O/P31Ww4ZYCqEEEIIkVtJQCFMp1xbeC9QP+uTLhF2fQ0/1obTf4NOm6EsNRoNM7pWpVIxF8Kj43n396M81QLNmuk3mWFICJEDXblyBY1Gw8mTJ7O6KkII8cokoBCm5VgQevwBXX4Dx0Lw6AqsHQy/NoYLmyEDg6vtbSz5rU8t3BxtOHcrknFrT8sgbSEEfn5+vPHGG+m+btKkSVSvXt3k9cnr5s+fT5MmTcifPz/58+enVatWHD58OFm6n3/+2TAtZq1atdi7978JPRISEvjkk0+oUqUKjo6OFCtWjL59+3Lr1q0Uy1RK0a5dOzQaDevXr39pHT/44ANq1aqFra0tNWrUSHY+ICCAzp07U7RoURwdHalevTrLly9P0/2vWbOGihUrYmtrS8WKFVm3bp3R+cTERD7//HNKly6Nvb09ZcqU4csvv0Sn070w3927d1OrVi3s7OwoU6ZMsoV1ExIS+PLLL/Hy8sLOzo5q1aqxZcuWl9b30aNH9OnTB1dXV1xdXenTpw+PHz9Olm7JkiVUrVoVOzs73N3dGT58+Avz3bNnD6+//jrFihVL9feydu1a2rRpQ8GCBdMcWK9du5batWuTL18+w+/mjz/+MErj6emJRqNJtr3//vtA+tpXYGAgLVq0wNHRkXz58tGsWTOePn1qOD9lyhQaNmyIg4MD+fLlS3Z9eHg47dq1o0yZMtjZ2VGyZEmGDx9OZGTkS+81J5KAQpieRgPVesLIk9BiAti6wr3z+kXxFrSCy7vTnWWJ/A783LsmVhYaNh27xv6PJsNPP+lXzRZCCJHlAgIC6NWrF/7+/gQGBuLh4UHr1q25efOmIc1ff/3FqFGjGD9+PCdOnKBJkya0a9eOa9euARATE8Px48eZMGECx48fZ+3atVy6dIlOnTqlWOYPP/yQrjUklFIMGDCAt956K8XzBw4coGrVqqxZs4bTp08zYMAA+vbty7///vvCfAMDA3nrrbfo06cPp06dok+fPvTo0YNDhw4Z0syYMYNff/2VH3/8kaCgIL755htmzpzJ3LlzU803LCyM9u3b06RJE06cOMFnn33GyJEjWbNmjSHN559/zm+//cbcuXM5f/48Q4cOpUuXLpw4ceKFdX777bc5efIkW7ZsYcuWLZw8eZI+ffoYpZk1axbjx49n3LhxnDt3jp07d9KmTZsX5hsdHU21atX48ccfX5imUaNGTJ8+/YV5PcvNzY3x48cTGBjI6dOn6d+/P/3792fr1q2GNEeOHOH27duGbfv27QB0794dSHv7CgwMpG3btrRu3ZrDhw9z5MgRhg8fjoXFfx+b4+Pj6d69O8OGDUuxvhYWFnTq1IlVq1Zx8eJFlixZwo4dOxg6dGia7zlHUSLTREREKEBFRESYtZzExEQVFBSkEhMTzVpOmsU8VGr7JKW+dldqoot+W9pJqetH053V0gNhqvyHq5XSP+tQKirKDBUWL5Pt2ph4oadPn6rz58+rp0+fZnVV0kyn06mYmBj1999/q8qVKys7Ozvl5uamWrZsqaKiotTEiRMVYLT5+/srpZQaO3as8vHxUfb29qp06dLq888/V/Hx8UoppRYvXpzsusWLF6uwsDAFqBMnThjq8OjRI6N8Hz58qN5++21VsGBBZWdnp7y9vdWiRYtSvQetVqumT5+uvLy8lI2NjSpZsqT6+uuvlVLKUN6aNWtUs2bNlL29vapatao6cOCA4foHDx6onj17quLFiyt7e3tVuXJltWLFCqMyfH191YgRI9SYMWNU/vz5VZEiRdTEiRON0gQFBalGjRopW1tbVaFCBbV9+3YFqHXr1hnS3LhxQ/Xo0UPly5dPubm5qU6dOqmwsLD0/dKek5iYqJydndXSpUsNx+rWrauGDh1qlK58+fJq3LhxqeZz+PBhBairV68aHT958qQqUaKEun37drL7eZmJEyeqatWqqZiYGKXT6V6Ytn379qp///4vTNOjRw/Vtm1bo2Nt2rRRPXv2NOx36NBBDRgwwCjNm2++qd55551U8x07dqwqX7680bEhQ4ao+vXrG/aLFi2qfvzxR6M0nTt3Vr1790413/PnzytAHTx40HAsMDBQAerChQtKKX17t7e3Vzt27Eg1n5d52e8lpf936VGjRg31+eefp3r+gw8+UF5eXi/8HafUvurVq/fCfJ+1ePFi5erqmuK5pPexpPJnz56tSpQokWpeL3qvzqzPkBklTyiE+dnnh1YT9U8s6r4LFtZwOQAWtICVveHu+TRn1ad+Kd6sWdywfy082vT1FSIviY5OfYuNTXvaZ7oCvDBtOty+fZu3336bAQMGEBQUREBAAG+++SZKKUaPHk2PHj1o27at4dvIhg0bAuDs7MySJUs4f/48s2fPZv78+Xz//fcAvPXWW3z88cdUqlTJcF1q31Y/b8KECZw/f57//e9/BAUF8csvv1CwYMFU03/66afMmDHDcN2KFSsoUqSIUZrx48czevRoTp48SdmyZenVqxeJifrFPGNjY6lVqxYbN27k7NmzvPvuu/Tp08foW2+ApUuX4ujoyKFDh/jmm2/48ssvDd/M6nQ63njjDRwcHDh06BDz5s1j/PjxRtfHxMTQvHlznJyc2LNnD/v27cPJyYm2bdsSHx8P6J8+aDQarly5kqbXKinfhIQE3NzcAP03useOHaN169ZG6Vq3bs2BAwdSzSciIgKNRmPUrSQmJoZevXrx448/4u7unuY6ZURERIThHlITGBiY7L7atGljdF+NGzdm586dXLp0CYBTp06xb98+2rdvn+58jx49SsL/P6GPi4tLtqqyvb09+/btM+wvWbLE6ElOYGAgrq6u1KtXz3Csfv36uLq6Guq8fft2dDodN2/epEKFCpQoUYIePXpw/fp1o7I0Gg1LlixJ9R7MQSnFzp07uXjxIk2bNk0xTXx8PMuWLWPAgAEvfIr1fPu6d+8ehw4donDhwjRs2JAiRYrg6+tr9HpmxK1bt1i7di2+vr6vlE+2ldURTV6SZ59QPO/hFaXWDlVqUr7/f2LhqtSad5UKv5ymy2MfRxieULw+7X/qSWyCeesrksn2bUwYeeETiqSnfSlt7dsbp3VwSD2tr69x2oIFU06XRjqdTu3fv18B6sqVKymm6devn+rcufNL8/rmm29UrVq1DPtJ304/Ky1PKF5//fWXflOdJDIyUtna2qr58+eneD6pvAULFhiOnTt3TgEqKCgo1Xzbt2+vPv74Y8O+r6+vaty4sVGaOnXqqE8++UQppdT//vc/ZWVlpW7fvm04//wTioULF6py5coZfYsbFxen7O3t1datW5VSSh06dEiVK1dO3bhxI033r5RS7733nvLy8jK0u5s3bypA7d+/3yjdlClTVNmyZVPM4+nTp6pWrVrJvm1/99131cCBAw37z95PWqT1CcWqVauUjY2NOnv27Avzs7a2VsuXLzc6tnz5cmVjY2PY1+l0aty4cUqj0SgrKyul0WjU1KlTX5ivj4+PmjJlitGxpP8Xt27dUkop1atXL1WxYkV16dIlpdVq1bZt25S9vb1R2WvXrlXlypUz7E+ZMkX5+PikWF5SnaZNm6asra1VuXLl1JYtW1RgYKBq2bKlKleunIqLizNcU65cObV27doU6/+y30t6n1A8fvxYOTo6KisrK2Vra6sWLlyYatq//vpLWVpaqps3b6aaJqX2lfSkxs3NTS1atEgdP35cjRo1StnY2KhLly4ly+NlTyi6d++u7O3tFaBef/31Fz4plicUQqRH/lLQ5RcYFggVOgEKTq/Uzwi15dOXzghla/XfzE7B96L5+O+T6HQySFuI3KZq1aq0bNmSKlWq0L17d+bPn8+jR49eet3q1atp3Lgx7u7uODk5MWHCBEMf/VcxbNgwVq5cSfXq1Rk7duwLv1UPCgoiLi6Oli1bvjDPqlWrGn4uWrQooP+GFECr1TJlyhSqVq1KgQIFcHJyYtu2bcnu5dk8kvJJyuPixYuULFnS6Fv8unXrGqU/duwYISEhODs74+TkhJOTE25ubsTGxhIaGmq45sKFCxQvXpy0+Oabb/jzzz9Zu3Ztsm/Pn/+2WCmV4jfICQkJ9OzZE51Ox88//2w4vmHDBnbt2sUPP/yQavnt2rUz3EulSpXSVOfnBQQE4Ofnx/z58w15XLt2zZCvk5MTU6dOTfN9/fXXXyxbtowVK1Zw/Phxli5dyrfffsvSpUtfWI+U8n32+OzZs/Hx8aF8+fLY2NgwfPhw+vfvj+UzsyB26dKFCxcuvDDf5+us0+lISEhgzpw5tGnThvr16/Pnn38SHByMv7+/4ZoLFy7QpUuXF96DqTg7O3Py5EmOHDnClClT+OijjwgICEgx7cKFC2nXrh3FihVL8Xxq7StpkPyQIUPo378/NWrU4Pvvv6dcuXIsWrQo3XWeMWMGx44dY/369YSGhvLRRx+lO4+cwCqrKyDysMLl4a0/4OZx2PUVhO6Cgz+Dgxs0HZOmLGwsLdh67i4/+ocwsqWPmSssRC4UFZX6ueenZf7/D6kpsnju+6l0dI1JvXhLtm3bRmBgINu2bWPu3LmMHz+eQ4cOUbp06RSvOXjwID179mTy5Mm0adMGV1dXVq5cyXfffffCspIGWyZ9WAMMXUqStGvXjqtXr7Jp0yZ27NhBy5Ytef/99/n222+T5Wdvb5+me7S2tjb8/OwHOYDvvvuO77//nh9++MEwK82oUaMM3ZBSyiMpn6Q8Uvuw/iydTketWrVSnM2oUKFCabqPZ3377bdMnTqVHTt2GAU7BQsWxNLSkjt37hilv3fvXrKuYAkJCfTo0YOwsDB27dqFi4uL4dyuXbsIDQ1NNrNO165dadKkCQEBASxYsMAwI8/zr09a7N69m9dff51Zs2bRt29fw/FixYoZzUiU1BXK3d39pfc1ZswYxo0bR8+ePQGoUqUKV69eZdq0afTr1y/FeqSWr5WVFQUKFAD0v6P169cTGxtLeHg4xYoVY9y4can+H0nK9+7du8mO379/31DnpAC3YsWKhvOFChWiYMGCJgnQM8LCwgJvb28AqlevTlBQENOmTaNZs2ZG6a5evcqOHTtYu3Ztivm8qH2ldN8AFSpUyNB9u7u7Y2dnR4UKFShQoABNmjRhwoQJhnJyC3lCIbJe8ZrQZx28Plu/7z8Nrh1M06VfvK7/Dz9r+yW2n0/+5iiEeAlHx9S35xeOfFHa5z9Ap5YunTQaDY0aNWLy5MmcOHECGxsbw3ScNjY2aLXGTzT3799PqVKlGD9+PLVr18bHx4erV68apUnpuqQPzrdv3zYcS2kqy0KFCuHn58eyZcv44YcfmDdvXor19vHxwd7enp07d6b7npPs3buXzp07884771CtWjXKlClDcHBwuvIoX748165dM/rweOTIEaM0NWvWJDg4mMKFC+Pt7W20ubq6pqu8mTNn8tVXX7FlyxZq165tdM7GxoZatWoZxnck2b59u2H8C/z3YS84OJgdO3YYPjgnGTduHKdPn+bkyZOGDeD7779n8eLFABQvXtxwD6VKlUrXPQQEBNChQwemT5/Ou+++a3TOysrK6PVJCigaNGiQ7L62bdtmdF8xMTFGswSBPmh+0bSxqeVbu3btZIGSnZ0dxYsXJzExkTVr1tC5c+cX5hsREWE0re+hQ4eIiIgw1LlRo0aA/ilXkocPH/LgwYN0v6bmopQiLi4u2fHFixdTuHBhOnTokOzcy9qXp6cnxYoVM7pvgEuXLr3yfSd9YZFSnXO8rOttlffIGIqX0OmUWjNYP65iViWlosNTThcVZTTL0xfrz6hSn2xUlb7Yos7fyp59C3ObHNvG8qicOstTQECA+vrrr9WRI0fU1atX1d9//61sbGzU5s2blVL6fuAeHh7qwoUL6v79+yo+Pl6tX79eWVlZqT///FOFhISo2bNnKzc3N6M+zsuXL1eOjo7qxIkT6v79+yo2NlYppVT9+vVVkyZN1Llz59Tu3btV3bp1jcZQTJgwQa1fv14FBwers2fPqo4dO6q6deumeg+TJk1S+fPnV0uXLlUhISEqMDDQMGYiLWM2Ro0apUqWLKn279+vzp8/rwYNGqRcXFyMxo34+vqqDz74wKjczp07q379+iml9P9Xy5Urp9q0aaNOnTql9u3bp+rVq6cAtX79eqWUUtHR0crHx0c1a9ZM7dmzR12+fFkFBASokSNHquvXryul0jaGYsaMGcrGxkatXr1a3b5927A9efLEkGblypXK2tpaLVy4UJ0/f16NGjVKOTo6GsbJJCQkqE6dOqkSJUqokydPGuXzbL/955HGMRTBwcHqxIkTasiQIaps2bIqMDBQHT9+3JC3v7+/cnBwUJ9++qlR2eHhqfw9+n/79+9XlpaWavr06SooKEhNnz5dWVlZGc2i1K9fP1W8eHG1ceNGFRYWptauXasKFiyoxo4dm2q+ly9fVg4ODurDDz9U58+fVwsXLlTW1tZq9erVhjQHDx5Ua9asUaGhoWrPnj2qRYsWqnTp0urRo0eGNM+PoVBKqbZt26qqVauqwMBAFRgYqKpUqaI6duxolKZz586qUqVKav/+/erMmTOqY8eOqmLFioZZ05RKPobiyZMn6sSJE+rEiRMKULNmzVInTpwwmkUpPDxcnThxQm3atEkBauXKlerEiRNGY3369OljNPvX1KlT1bZt21RoaKgKCgpS3333nbKysko2Tkmr1SoPDw/DOKJnpbV9ff/998rFxUWtWrVKBQcHq88//1zZ2dmpkJAQQ5qrV6+qEydOqMmTJysnJyfDPSe1902bNqmFCxeqI0eOqMuXL6tNmzapSpUqqUaNGiWrV5KcPIZCAopMJAFFGsRGKjW7uj6o+PNtfZDxvIQEpTZu1G8JCSo+Uat6/HpAlfpko/Ict1H1W3RI/e/MLRWXoM38+ucRObqN5UE5NaA4fvy4atOmjSpUqJCytbVVZcuWVXPnzjWkuXfvnnrttdeUk5OT0QfxMWPGqAIFCignJyf11ltvqe+//94ooIiNjVVdu3ZV+fLlM0wbq5R+Ks369esre3t7Vb16dbVt2zajfL/66itVoUIFZW9vr9zc3FTnzp3V5cupTyah1WrV119/rUqVKqWsra2Vh4eHYcBrWgKK8PBw1blzZ+Xk5KQKFy6sPv/8c9W3b990BRRK/TdtrI2NjSpfvrz6999/FaC2bNliSHP79m3Vt29fVbBgQWVra6vKlCmjBg8ebPh75e/vr4AXTiVbqlSpZFPyAsmmsf3pp59UqVKllI2NjapZs6bavXu34VzS65LSlvS6pCStAYWvr2+KeSfdV79+/VI87/v8pAMpWLVqlSpXrpyytrZW5cuXV2vWrDE6HxkZqT744APl4eGh7OzsVJkyZdT48eNfGCgppVRAQICqUaOGsrGxUZ6enuqXX35Jdr5ChQrK1tZWFShQQPXp0yfZQOSk6ZKfFR4ernr37q2cnZ2Vs7Oz6t27t1EQopT+c8uAAQMM0wl36dJFXbt2zSjNs/+HlPqvrTy/PdsmU5q++fm24uvra3TN+PHjlbe3t7Kzs1P58+dXDRo0UCtXrkz2em3dulUB6uLFi8nOpad9TZs2TZUoUUI5ODioBg0aqL179xqdT62tJOWza9cu1aBBA+Xq6qrs7OyUj4+P+uSTT5K9xs/KyQGFRilZcjizREZG4urqSkREhFF/PVPTarUEBwfj4+NjNCgrx7h1Aha8BroE6PAd1Bn00kvCo+IY9ddJ9gY/MBwr6GRD15ol6FGnJF6FnMxZ4zwnx7exPCY2NpawsDDD6sQ5gVKK2NhY7Ozs0rVwmXi5/fv307hxY0JCQvDy8srq6mQZaWPC3NLbxl70Xp1ZnyEzSgZli+ynWA14bTJs/Qy2fAYl64N75RdeUsDJlj8G1uPKg2j+PnqdVcducP9JHL/tucxvey5T19ONt+qUpH2VotjbyAdgIUTesW7dOpycnPDx8SEkJIQPPviARo0a5elgQghhWnlmUPaePXsYPXo0zZs3x9XVFY1Gg5+f30uve/LkCRMnTqRy5co4ODiQL18+atasyeTJk81f6bys/nvg0wa0cbC6P8Q9+e9cQgIsWaLfnpuFxbOgI2PblufAuBbM61OLluULY6GBw1ce8vGqU9SduoMJ689y9mZEpt6OEEJklSdPnvDee+9Rvnx5/Pz8qFOnDv/8809WV0sIkYvkmS5Pfn5+LF26FAcHBzw8PLhw4QL9+vV74eqO165do0WLFly+fJlWrVpRo0YN4uLiCAkJ4dq1a5w+fTpddZAuT+kU/QB+bQxPbkO5DvDWMv3UlNHR4PT/XZiiol46c8ydiFhWH7vOX0evc/3hf6v5Vi7uwlt1POhcvRgudumfVjAvyzVtLI+QLk9CJCdtTJibdHnKhYYPH86YMWMoX748R44coUGDBi9Mr9Vq6datG7du3WLnzp00b97c6HxiYqI5qysAHAvqg4jF7eDiJtjzDTQbl+5s3F3tGN7Ch/eaeRN4OZyVR66z9ewdzt6M5OzNs0zZdJ72VYrSs44HdTzzyx8WIYQQQoh0yDMBxfPzYb/M6tWrOXLkCBMmTEgWTIB+LmqRCUrUho4/wD/vQcA0KFIZPJL/PtLCwkJDI++CNPIuyKPoeNaeuMlfR65x6W4Ua4/fZO3xm5Qp6MiEjhVpXr6wae9DCCGEECKXyjNjKNLrr7/+AqB79+5cv36dX3/9lenTp7Nq1SqiXrSyrDC9Gr2h3lD9z+uGwL0Lr5xlfkcbBjYuzdZRTVn7XkPeql0SBxtLLj+IZuSfJ4iMTXh5JkLkMHmkh6sQQuRIOfk9Wr5mT8XRo0cB2LdvHx9++KHRqoaFChXi77//TrbUuzCj1l/D3XNwZa9+kLaJaDQaanrkp6ZHfia8XpEuP+0n+F4UfwRe5f3m3iYrR4islLSibkxMDPbPr2gthBAiW4iJiQFItgp6TiABRSru3bsHwIgRIxg9ejTDhw/Hzs6OP//8k9GjR/PGG28QFBRE0aJFU80jLi7OKBCJjIwE9OMztFqt2equ1WrR6XRmLSPzWUDXRVgsaIHm/hXDUa1WCya6T3srDUOalmb06jMs3BdGv/oeMsVsKnJnG8vdXFxcuHfvHkopHBwcsv1YIaUU8fHxKKWyfV1FziRtTJhbWtuYUoqYmBju379vGHD9/N/X7P73NkcFFAULFiQ8PDzN6f39/TP8FEGn0wHQsWNHpk+fbjg+YsQIbt68yYwZM1i4cCGff/55qnlMmzYtxellQ0NDcXIy30JrOp2Ohw8fEhISgoVF7urVZlt/KqU2D8QC/TSyISEhKAcHk+Vf3kFRxMmKu1Hx/LzlBJ0quJos79wkN7ex3EopRUJCAjdv3swxH560Wq3MIibMStqYMLe0trGkoCMyMpInT54kO5/du9vnqICiV69eKb7IqXF3d89wWa6urjx48IBOnTolO/f6668zY8YMQ7eo1Hz66ad89NFHhv3IyEhKliyJl5eX2aeNDQkJwdvbOxe+UfqA7Vy4MEC/py6ifHqYtIT3W9jxxYbzrL8YxcgONbG2lA/Mz8vdbSx302q1JCRk/zFCWq2Wa9eu4eHhIW1MmIW0MWFu6Wlj1tbWL0yT1Mslu8pRAcXcuXMzraxy5crx4MED8uXLl+xc0rGnT58mO/csW1tbbG1tkx23tLQ0+5uXhYVFppSTJWr2hCEXYN/3WPzvQyhWEYpWM1n2Pep4MGdXKLcex7LxzF261Sphsrxzk1zdxnIxS0tLbGxssroaL6XVarGyssLR0VHamDALaWPC3EzZxrJ7G5WvXlPRokULAM6fP5/sXNIxT0/PzKySeFaLCeD9GiQ+hZW99YvgmYidtSWDmpQG4JeAEHS6nDvrghBCCCGEuUlAkYr+/ftja2vL3LlzuXnzpuH4kydPmDp1KgA9epi2q41Io8REWLMWNB3BtQxEXIe/+4HWdN04etfzwMXOitD70Ww7f8dk+QohhBBC5DY5qsvTq9i3bx8LFiwA4P79+4Zjfn5+AJQvX55x4/5bhbl06dLMnDmTkSNHUq1aNbp06YKtrS2bNm3iypUrvPvuu7Rs2TLT70MAcXGQFMyFHYcVr8PVfbD1M2g/0yRFONtZ06+hJ3N3hfCTfyhtKrnnmIGsQgghhBCZKc8EFCEhISxdutToWGhoKKGhoQD4+voaBRSgn9HJ09OTmTNnsnLlShITE6lUqRKfffYZgwcPzrS6ixcoVBbenAcre8HheWDnql8Ez7HgK2ft19CT+Xsvc+ZmBPtCHtDEp5AJKiyEEEIIkbvkmS5Pfn5+KKVS3QICAlK87vXXX2fPnj08efKEp0+fcvToUQkmspvy7aHZZ/qf98yE78rru0CF7IT/n/43Iwo42dKrrgcAP/mHmKKmQgghhBC5Tp4JKEQu5zsWOv8ExWqCLgHOr4dlb8LsahAwAyJuZCjbwU3KYG2p4eDlhxy7+si0dRZCCCGEyAUkoBC5g0YDNd6Bd/1h6D6o+66++1PENQiYCj9UgeXdIejfdA3eLpbPni41igP6pxRKyYxPQgghhBDPkoBC5D7uVfSDsz++CG/OB88moHQQvA3+egdmVYDtX8CDtHVjGuLrhUYDuy7co80Pe/jz8DWexmvNfBNCCCGEEDmDBBQi97K2h6o9wG8jjDgOjUaBY2GIvg/7Z8OPtWBxezi1EuJjUs3Gq5ATn3eoiIONJZfuRvHp2jM0mL6Tb7Zc4HbEixc3FEIIIYTI7fLMLE8iF7GxgcWL//s5LQp4wWuTocXncGkrHP8dQrbD1f36bfNYqNodavZNcdXtgY1L061WCVYdvc6SA1e48egpPweEMm/PZdpVKcqARp7U8MhvwpsUQgghhMgZJKAQOY+1Nfz/+iHpZmkNFTrqt4ibcHIFnPgdHl+DIwv0W53B0OHbZJe62lszqEkZ+jcqzfbzd1m8P4xDYQ/599Qt/j11i+ol8zGgcWnaVXbH2lIe/gkhhBAib5BPPSLvci0OvmNg5Cnosw4qdQE0cGQ+3AtK9TJLCw1tK7vz15AGbBzRmK41S2BjacHJ648Z+ecJmszw5yf/EB5Fx2fevQghhBBCZBEJKETOk5gImzbpt8TEV8/PwgK8WkD3JfonFwD7vk/TpZWLu/Jdj2rsH9eCUa18KOhkw53IWGZuvUiD6Tv5dO0ZLt198up1FEIIIYTIpiSgEDlPXBx07Kjf4uJMm3fjj/T/nlkNj66k+bJCzraMalWW/eNa8F33alQq5kJsgo4/D1+j9fd76LvoMPciY01bVyGEEEKIbEACCiGeVbwmlGkOSgv756T7clsrS7rWKsHGEY356936tK3kjoUG9ly6z+DfjxKbINPNCiGEECJ3Meug7MTERC5evMjjx4/RalP+INW0aVNzVkGI9GvyMVz2hxPLwPcTcC6S7iw0Gg31yhSgXpkCBN99QvffAjl1I4Ixq08zp2d1NBqNGSouhBBCCJH5zBJQKKX44osvmDt3Lk+evLj/eGqBhhBZxrMxlKgDN47AwZ/gtS9fKTufIs78+k4t3llwiH9P3cKnsBMjW/qYqLJCCCGEEFnLLAHFV199xZQpU8iXLx99+/alRIkSWFnJDLUih9Bo9E8p/uwJRxZB4w/B/tXWmKhfpgBfv1GZcWvPMGv7JbwKOdGhalETVVgIIYQQIuuY5VP+okWLKFWqFEePHqVAgQLmKEII8/JpA4Urwr3zcHiBfnrZV9SzrgeX7kaxaH8YH686iYebA1VKuJqgskIIIYQQWccsg7Lv3r3LG2+8IcGEyLksLP6b8enQLxAfbZJsP2tfnmblChGboGPQ70e4KzM/CSGEECKHM0tAUbp0aSIjI82RtRBgYwM//qjfbGzMV06lLpDfE2LC4fjvJsnSytKCOb1q4F3YibuRcbwrMz8JIYQQIoczS0AxfPhwNm7cyL1798yRvcjrrK3h/ff1m7W1+cqxtIJGH+h/PjAXEk2z8rWLnTUL+9Umn4M1p25EMHrVKZRSJslbCCGEECKzmSWg6NixI76+vjRs2JDff/+dM2fOcO3atRQ3IbK1am+DkztE3oTTf5ks21IFHPn1nVpYWWjYePo2c3aGmCxvIYQQQojMZJZB2Z6enmg0GpRS9O/fP9V0Go2GxMREc1RB5GZaLezdq/+5SROwtDRfWdZ20OB92D4B9n6nX/iuSCWTZP3szE/f77iEd2GZ+UkIIYQQOY9ZAoq+fftmu4W79uzZw4YNGzh27BjHjx8nMjKSfv36sWTJkhTTN2vWjN27d78wz99//50+ffqYobbihWJjoXlz/c9RUeDoaN7yaveH/T/AozD4pSF4NoH6w6BsW7B4tWBGZn4SQgghRE5nloAitQ/pWWnRokUsXboUBwcHPDw8Xjpo3M/Pj2bNmiU7npCQwLRp07CwsKBly5Zmqq3IVmydwW8TBEyHoH/hyl79lq8U1H0XarwD9vkynP1n7ctz+UEUARfvM+j3I2wY3pgiLnamq78QQgghhBnlmdXmhg8fzpgxYyhfvjxHjhyhQYMGL0zv5+eX4vE1a9aglKJ9+/YUK1bMDDUV2VLhCtBjKUTcgCML4NgSeHwVto0H/6lQ/W2oNwQKpn8F7KSZn978+QAh96IYtPQo379VDe/Czqa/DyGEEEIIEzN7QHHgwAFOnjxJREQELi4uVK9enUaNGpm72GRq165tknwWLFgAwMCBA02Sn8hhXEtAq0nQdCyc+RsO/aZf/O7IfP3m3QrqDQOvFvq1LNIoaeanzj/t58zNCF77fg+tKxbhvWbeVCuZz2y3I4QQQgjxqswWUBw6dIh+/foRHBwMgFLKMK7Cx8eHxYsXv/QpQXZz48YNtm3bhru7Ox06dMjq6oisZOMAtfygZj8I2wOHfoWL/4OQHfqtgI/+iUW1XmDrlKYsSxVwZNWQBszcepFt5++y9Zx+a+RdgGG+3jTyLpDtxiYJIYQQQpgloAgKCqJVq1ZER0fTpk0bmjVrhru7O3fv3iUgIIAtW7bQpk0bDh48SMWKFc1RBbNYvHgxOp0OPz8/rKxe/tLFxcURFxdn2E8at6HVatFqzbeYmVarRafTmbWMLKXVYmn4Uauf9SkrlWqs3x6GoTm6AM3JZWjCg2HzaNTOL1E13kHVHgz5S700qzIFHfildw1C7kXx257LbDh1m/0h4ewPCadKcReGNi1D64pFsLDI2sAi17cxkeWkjQlzkzYmzM2UbSy7t1ONMsOKWj179mTdunVs3LiR1157Ldn5HTt20KFDB7p06cLKlStNXfxLHTx4kAYNGrxwlqfnKaXw8vIiLCyM4OBgvL29X3rNpEmTmDx5crLjR44cwckpbd9aZ4ROp+Phw4e4ublhkY5uNzmFJiaGcrVqAXDx2DGUg0MW18iYRUI0LmGbcQv+C5sn1wFQGktuNfyKJyXTN5D/blQCa85FsPVSJHFa/X/VEi7W9KiSj+ZlnLG2zJrAIre3MZH1pI0Jc5M2JszNlG0sKiqKOnXqGIYQZDdmCSiKFClCq1atWL58eapp3n77bXbu3Mndu3fTnG/BggUJDw9Pc3p/f/8UZ2rKSECxc+dOWrVqha+vLwEBAWm6JqUnFCVLluThw4dmbQxarZaQkBC8vb2xNOcaDVklPh7NnDkAqJEjwcYmiyuUCqWD0J1YBP6I5spelJUdun4boVjNdGcVHh3P0gNX+ePgVSJj9Wu3uLvaMaiRJ2/VKYGDTebOr5Dr25jIctLGhLlJGxPmZso2FhkZiZubW7YNKMzyKSQiIgJPT88XpildujQRERHpyrdXr148efIkzend3d3Tlf+LJA3GHjRoUJqvsbW1xdbWNtlxS0tLs795WVhYZEo5WcLeHj75JKtrkQaWUK4t+LwGf/ZCE7wVy796w6CdkK9kunIq7GLPmLblGdrMiz8PX2PB3jDuRMTy9eYL/BgQil9DTwY1KYOTbeYFFrm6jYlsQdqYMDdpY8LcTNXGsnsbNcunj2LFinHw4MEXpjl06FC6p12dO3fuq1Qrwx49esS6devIly8fXbt2zZI6iBzMwhK6LYSFbeDeOfizJwzYol/fIp2c7ax5t6kXfRt4svb4TX7bE8rV8Bh+2BHMlrN3WNK/Lu6usoaFEEIIITKPWToNdu7cmYCAACZMmEBsbKzRudjYWCZOnIi/vz+dO3c2R/Emt2zZMuLi4ujduzf29vZZXR2h1cKRI/otmw9SMrB1hrdXgmNhuHsW1gwCXcbrbmdtydv1PNj1cTPm9qpBIWdbLtx5wps/7yfkXtqf4gkhhBBCvCqzBBQTJkygTJkyTJ06FQ8PDzp27MjAgQPp2LEjpUqV4quvvqJ06dJMmDDBHMWb3MKFCwFZeyLbiI2FunX123MBa7aWzwN6/QlWdnBpC2z/4pWztLTQ8Hq1Yqwd1pAyhRy5FRFL118COXrloQkqLIQQQgjxcmbp8uTm5sahQ4cYM2YMK1euZPPmzYZzdnZ29O/fnxkzZuDm5maO4lO0b98+wziI+/fvG44lrYhdvnx5xo0bl+y6Y8eOcerUKWrWrEmNGjUyrb4ilypRG974BVb3h8AfoYA31O7/ytmWdHNg9dCGDFx6hBPXHtN7wSHm9KpBm0qmG0ckhBBCCJESs43gdHNzY+HChfz6669cuHCByMhIXFxcKF++PNbW1uYqNlUhISEsXbrU6FhoaCihoaEA+Pr6phhQJD2dSM9gbCFeqPKbEB4C/lNg08eQ3xO8mr9ytm6ONqwYVJ/hK46z88I9hi07xpedK/NO/ZevfyGEEEIIkVFmmTZWpCwyMhJXV1ezT/ml1WoJDg7Gx8cn288KkCHR0ZC0jkdUFDg6Zm19MkIpWPsunPkbbF1h0A4oVNYkWSdqdXy+/iwrj+jXwBjRwpuPXitr0lW2c30bE1lO2pgwN2ljwtxM2cYy6zNkRslKLkJkBY0GOs2FkvUgLgJW9IDotK+x8iJWlhZMe7MKH7T0AWDurhA+WXOaRK3OJPkLIYQQQjzLJF2eWrRogUajYenSpZQoUYIWLVqk6TqNRsPOnTtNUQUhch5rO+i5Aua3gEdh8Nc70Hc9WCVfuyS9NBoNH75WliIudny+/gx/H73Bg6h4fny7RqYvgieEEEKI3M0knywCAgLQaDTExMQY9tPClF0whMiRHAvC23/Dwtfg2gH4dxS88bP+CYYJvF3Pg0LOtgxfcZxdF+7Ra/4hFvWrTQGnVw9ahBBCCCHARF2edDodWq2WsmXLGvbTsmlzyhoCInuxtoaJE/VbFgzwN7nC5aH7YtBYwqkVsG+WSbN/rWIRVgyuRz4Ha05df0y3XwO5/jDGpGUIIYQQIu+SMRQi57GxgUmT9JuNTVbXxjS8W0G7Gfqfd34JS1+HkJ36wdsmUKuUG6uHNqR4PnvCHkTT5ecDnL0ZYZK8hRBCCJG3mSWgGDBgABs2bHhhms2bNzNgwABzFC9EzlR3MPh+AhZWELYHlr0JvzWFM6tBm/jK2XsXdmLtew0p7+7Mg6g43votkL3B901QcSGEEELkZWYJKJYsWcLJkydfmObMmTPJ1oUQIk10Ojh3Tr/pctnMRc0/g5Enod4wsHaAO6dhzUD4sRYcng8JT18p+yIudvw9tAENyhQgOl6L3+Ij/BIQik4ns0cLIYQQImOyrMtTbGwsVlYy24zIgKdPoXJl/fb01T5gZ0v5SkK76fDhOWj2Kdi7waMrsHk0fF8Z9syEp48ynL2LnTVLBtShS43iaHWKGVsu0G/xYe4/iTPdPQghhBAizzBbQJHaDE5KKa5fv87mzZspVqyYuYoXIudzcINm4+DDs9DuG3D1gJgHsOtrfWCxdTxE3MxQ1rZWlszqUY3pb1bBztqCvcEPaDd7r3SBEkIIIUS6mSygsLCwwNLS0rAS4KRJkwz7z25WVlZ4enpy5MgRevbsaarihci9bByh3hAYeRzenA+FK0F8FAT+CLOrwfr34P7FdGer0WjoWdeDDcMbU7aIEw+i4ui76DAztlwgQRbBE0IIIUQamazPUdOmTQ1PJfbs2YOHhweenp7J0llaWuLm5kaLFi0YPHiwqYoXIveztIaqPaBKdwjZAfu+h6v74eRy/dboA2g5CSzS9z1B2SLObBjemC83nmfFoWv8EhDKocvhzOlVgxL5HcxzL0IIIYTINUwWUDy7mJ2FhQX9+/fniy++MFX2QogkGg34vKbfrh+B/T/AhY2wfzY8vg5dfk33att21pZM7VKFRl4FGbf2NMevPab97L3M6FqVdlWKmuc+hBBCCJErmGUMhU6nk2BCiMxQsg70XA5d5oGFNZxbC390yfCg7Q5Vi7J5ZBOql8xHZGwiw5Yf5/P1Z4hNkEUohRBCCJEyWdhOiNyg2lvwzmqwddF3g1rYBh5fy1BWJd0cWDW0AUN9vQBYdvAab/y0n5B7T0xZYyGEEELkEibp8jRgwAA0Gg1Tp06lSJEiaV6wTqPRsHDhQlNUQeQl1tYwevR/Pwu9Ms2g//9geXd4cBEWvAa9V0HRqunOytrSgnHtytPQqwAf/X2SC3ee8Prc/UzuVInutUuYvu5CCCGEyLE0SqlXXtHKwsICjUZDUFAQZcuWxSKNg0I1Gg1abd7pShEZGYmrqysRERG4uLiYrRytVktwcDA+Pj6GWbdEHhJxE5Z3g3vnwcYJevwO3i0znN29J7F89Ncp9oU8AKBz9WJMfr0id66HSRsTZiPvY8LcpI0JczNlG8usz5AZZZInFGFhYQAUL17caF8IkQVci+ufVPz1DlzZCyt6wOtzoEbvDGVX2NmO3wfU5dc9oXy37RL/nLzFiWuPGd0wPz4+Jq67EEIIIXIckwQUpUqVeuG+ECal08G1/x8f4OGR7mlS8wT7fPDOWvjnfTjzN/zzHkTehKZj9LNEpZOFhYb3mnlTr7QbI/88ybWHMXy0OYZwXPBrVDrVhSyFEEIIkftl+iexuLg4EhMTM7tY9uzZw+jRo2nevDmurq5oNBr8/PxeeM3jx4/54osvqFq1Ks7OzhQsWJA6derw448/EhsbmzkVF8k9fQqlS+u3p0+zujbZl5UNdPkNGn+o3/efAv+OBG1ChrOsVcqNzSOb0KZSERJ1MHljEF/8c45EWQhPCCGEyLPMElDs27ePL7/8ksePHxuOhYeH065dO5ycnHBxcWH8+PHmKDpVixYt4rvvvuPw4cMUK1bspekfP35MrVq1+Oqrr3B1dWXIkCH06tWLR48eMWLECDp06IBOJx+iRDZnYQGtJkGH70BjAcd/hz97QVxUhrN0dbDmp17VGVS7ABoN/HHwKv2XHCEyNuOBihBCCCFyLrMEFN999x1Lly4lX758hmMff/wxW7dupUyZMuTLl4/p06ezevVqcxSfouHDh3P27FkiIyNZvHjxS9PPmzePy5cv8+GHH7J3716+/fZb5s6dy/nz56lTpw67du1i3759mVBzIUygziB4azlY2UPIdljSHp7czXB2Go2GbpXz8fPbNbC3tmRv8AO6/nyAa+ExJqy0EEIIIXICswQUJ0+epEmTJob9mJgY/v77b1q3bs3Fixe5ePEiHh4e/Pzzz+YoPkW1a9emUqVKaR5lf/nyZQDat29vdNzGxobXXnsNgHv37pm2kkKYU/n24LcRHArA7VOwsBXcv/RKWbauWIRVQxvg7mJH8L0o3vh5P0evPDRRhYUQQgiRE5gloLh3755hxieAwMBAYmNj6d+/PwDOzs507NiRCxcumKN4k6hUqRIAW7ZsMTqekJDAjh07sLe3p0GDBllRNSEyrkRtGLgd8pfWL3y3sBUE/ftKWVYu7sr69xtRubgLD6PjeXv+IdafuGmiCgshhBAiuzNLQGFnZ8eTJ/+tqrt79240Gg2+vr6GY05OTjx69MgcxZvEoEGDqFOnDt999x3NmjVjzJgxjBw5kkqVKnH58mVWrFhhFDQJkWMU8IJBO6BEHYiN0E8v++8oiM94dyV3Vzv+HtKAtpXcidfqGPXXSWZtu4hO98rL3AghhBAimzPJtLHP8/b2ZsuWLcTFxWFhYcFff/1FxYoVcXd3N6S5du0ahQsXNkfxJmFvb09AQABDhgxh2bJl7N69G9Av4jd8+HAaN2780jzi4uKIi4sz7EdGRgL6hU7MuaCfVqtFp9Pl3kUDtVosDT9qIbfepznZ5Ye+/6Lxn4pF4Bw4thh19QC6NxdAkUovvTylNmZrqWFuz2p8u92e3/aEMWdXCCH3o5jZtQp21rJolEifXP8+JrKctDFhbqZsY9m9nZoloBg8eDDvvvsuPj4+2NjYEBYWxjfffGOU5tChQ1SsWDFd+RYsWJDw8PA0p/f396dZs2bpKiPJgwcP6Ny5M/fu3WPTpk00atSI2NhYNmzYwMcff8zGjRs5evQo+fPnTzWPadOmMXny5GTHQ0NDcXJyylC90kKn0/Hw4UNCQkLSvGp5TqKJj6dwr14A3LtyBWVjk8U1ysFK9cbB1odiBydh9eAimgUtuV99BI98ur9wvYoXtbEuZSxw1BZiTuB9Np+5Q+jtR0xs4Y6bg1nebkQuldvfx0TWkzYmzM2UbSwqKuOzM2YGs/yFHzhwIMHBwSxcuJCYmBiGDBnCqFGjDOf9/f25fPkyQ4cOTVe+vXr1MupK9TLPPhFJr48++ogDBw5w6tQpqlatCoCrqyuDBw9Gq9UybNgwfvjhhxQDhiSffvopH330kWE/MjKSkiVL4uXlZdZl07VaLSEhIXh7e7/yUu/Z1h9/AJD9Fp/PgXx8oGYb1L/DsQjeRpHj31H4yRl0r/8IjgVTvORlbczHB2pXeMh7y09w8UEco7fdZX6fWpR3dzb33YhcIk+8j4ksJW1MmJsp21hSL5fsyiwBhUajYcaMGcyYMSPF840aNeLRo0c4OjqmK9+5c+eaonppsmnTJtzc3AzBxLNatGgBwLFjx16Yh62tLba2tsmOW1pamv3Ny8LCIlPKEbmESxF4+284PA+2TUATvA3LeU2gy6/g1SLFS17Wxhp6F2Ld+40YuOQIlx9E0+O3g8x9uwYtyhcx552IXETex4S5SRsT5maqNpbd22iWPOOzsbHB1dUVK6vs2wUiPj6eyMhI4uPjk527f/8+QIrBgsgESsH9+/pNyaBfk9FooN4QGLwLCpWHqLvwRxfYNgESk/8/SIvSBR1Z+15DGpQpQHS8lkFLjzLizxP4X7gnq2sLIYQQuYRZA4qrV68ydepUevToQZs2bejevTtTp07lypUr5izWJBo1akRiYiJfffWV0fG4uDjDsebNm2dF1URMDBQurN9iZCE1k3OvDIP9ofYA/f6BObDwNQgPzVB2+Rxs+H1gXXrVLYlOwb+nbtF/yRHqT9vJpA3nOH3jMUoCQyGEECLH0igz/SX/8ccfGT16NAkJCck+LFhbW/PNN9/wwQcfmKPoFO3bt48FCxYA+icMmzdvxsvLyzBbU/ny5Rk3bpwh/cmTJ2natClPnjyhbt26hkHZW7du5fLly9SqVYt9+/ZhZ2eX5jpERkbi6upKRESE2cdQBAcH4+Pjk+0fkWVIdDQkDWqPioJ0dp0T6RD0L2wYAU8fgbUjtJ8J1d9Gq9NlqI2duv6YdSdu8u+pW4RH//fUw6uQI2/WLEHn6sUokd/BHHcicphc/z4mspy0MWFupmxjmfUZMqPMElBs3ryZjh07UrhwYT788EOaNWuGu7s7d+/eJSAggFmzZnH//n02bNhAhw4dTF18ipYsWWJYWC8lvr6+BAQEGB0LDg5m2rRp7Ny5k9u3b2NlZYW3tzfdunVj9OjRODik74OPBBQmIgFF5oq4CWvfhav79PuVu6Jt9x3B1+9muI0laHXsDb7P2uM32X7+LnGJ/3V/qlfajS41itO+alFc7KxNdRcih8n172Miy0kbE+YmAcUratGiBWfOnOHUqVMUK1Ys2fmbN29SvXp1qlatys6dO01dfLYlAYWJSECR+XRa2Pc9+E8FpUXl8+Bq7S8o2eDNV3+TjE1gy9k7rDt+k4Nh4YZhMTZWFrxWoQhdahTHt1whrC1lWse8JNe/j4ksJ21MmFteCijMMir6+PHj9O7dO8VgAqB48eL06NGD5cuXm6N4IYSpWVhC09FQ2hfWDETz+Cqldg5B6a5Dkw9fuGbFy7jYWdOjdkl61C7JrcdP+efkLdaduMGlu1FsOnObTWdu4+Zow4BGngz19cJKAgshhBAiWzHLX+b4+PiXTgnr6OiY4gxKQohsrGQdGLoXXeVuaJQWi12T9d2hEmJNkn2xfPYMa+bF1lFN2TiiMYMal6aQsy0Po+P5dtsluv4ayOX72XtxHyGEECKvMUtAUbZsWf79918SExNTPJ+YmMjGjRspW7asOYoXQpiTnSvqjd+4U2ssSmMJZ/6GJR3gyV2TFaHRaKhc3JXPO1YkcFwLZvWohoudFaeuP6b9nL38cfCqzAwlhBBCZBNmCSj69evHxYsXadOmTbLF344ePUq7du24ePEi/fr1M0fxIrezsoJ+/fRbNl7LJFfTaHjs0xVd7zVglw9uHoX5zeHWSZMXZWVpwZs1S7D1w6Y08i5AbIKOCevP4rf4CHcjTfNkRAghhBAZZ5aAYuTIkXTp0gV/f3/q1q2Lk5MTXl5eODk5Ua9ePXbu3EmnTp0yddpYkYvY2sKSJfpNFhfMWqWb6hfCK+ADkTdhUVs4/49Ziirqas8fA+ox8fWK2FpZsPvSfdr8sIdNp2+bpTwhhBBCpI1ZAgpLS0vWrFnD77//TvPmzbG1teXatWvY2trSvHlzli5dyrp167CwkMGVQuR4Bbxg0A7wagmJT+HvvhAwwyyrmFtYaOjfqDSbRjamcnEXHsck8P6K44xaeYKIpwkmL08IIYQQL2fST/QHDx6kZcuWuLi44OLiwuLFi5kyZQrh4eEkJCQQHh7Ojh076NOnjymLFXmNUvqpY6OjzfKhVWSAfT54+2+o/55+P2AqrB4A8eZZydy7sDNrhzViRAtvLDSw/uQt2v6whwMhD8xSnhBCCCFSZ7KA4syZM7Ro0QJ/f3+ioqKIiorC39+fli1bcv78eVMVIwTExOjXoXBy0v8ssgdLK2g7DV6fAxZWcG4tLGkPkbfMUpyNlQUfty7HqqEN8SzgwO2IWN5ecIgv/z1PbILWLGUKIYQQIjmTBRTTp08nNjaW8ePHc+fOHe7evctnn31GTEwM06dPN1UxQojsrlY/6PsP2LvBrRMwrzncPPby6zJaXKn8bBrZhLfreQCwaH8Yr8/dx9mbEWYrUwghhBD/MVlAsXfvXho3bsxXX31F4cKFKVSoEF9//TWNGjVi9+7dpipGCJETeDbWD9YuVAGi7sDi9nBmtdmKc7S1YmqXKizyq01BJ1uC70Xxxk/7+ck/hEStzmzlCiGEEMKEAcXdu3epX79+suP169fn7l3TzU8vhMgh3ErDwG3g0wYSY2HNQNj1NejM1x2pRfkibPuwKW0ruZOoU8zcepHuvwUSck8WwxNCCCHMxWQBRUJCAk5OTsmOOzk5kZAgs68IkSfZuUCvP6HhSP3+npnwfWXY9jncPmWWQfVujjb88k5NvuteDWdbK05c0y+G90tAqDytEEIIIcxA5m0VQpiXhSW0/gre+AXsXOHJLTgwF35rCj/V0wcZj66YtEiNRkPXWvrF8HzLFiI+UceMLRd485cDXLgTadKyhBBCiLzOpMsML1u2jIMHDxodCwkJAaB9+/bJ0ms0GjZt2mTKKgghsqvqb0PlrhC8Dc6sgotb4MFFfTeoXV9DyXpQpTtUehMcC5ikyGL57FnSvw5rjt/ky3/PcfpGBK/P3cfw5j6819wLa0v5TkUIIYR4VSYNKEJCQgwBxPO2bNmS7JhGozFl8SKvsLSEbt3++1nkHFa2UOF1/RYbAUH/wum/IWwPXD+k37aM0y+SV7UHlGsHNo6vVKRGo6FbrRI08SnI+HVn2RF0l+93XGLLuTvM7FaVysVdTXRzQgghRN5ksoAiLCzMVFkJ8WJ2drBqVVbXQrwqO1eo8Y5+i7wNZ9fAmb/1YyuCt+o3a0co30EfXJRprl/rIoOKuNgxv28tNpy6xaQN5wi6HUnnn/YzzNeLES29sbWS4FQIIYTICJMFFKVKlTJVVkKIvMalKDQcrt/uX9IHFmdW6cdWnPlbvxWuBF1+gaLVMlyMRqOhc/XiNPIuyMR/zrHpzG1+9A9h67k7fNOtKjU88pvunoQQQog8QjoQCyGyl0JlocXnMPIkDNwBdd8Fu3xw7xzMbwG7vwHtq80cV9DJlp961+SX3jUp6GRD8L0ouv5ygKmbg2SVbSGEECKd8kxAsWfPHkaPHk3z5s1xdXVFo9Hg5+f3wmtu3LjBkCFD8PDwwMbGhmLFitG/f3+uX7+eOZUWKYuOBo1Gv0VHZ3VthLloNFCyDrSfCcOP6sdd6BLBfwosaAX3gl65iHZVirL9Q1/eqF4MnYJ5ey7TbvZejlx5aIIbEEIIIfKGPBNQLFq0iO+++47Dhw9TrFixl6YPDQ2lVq1azJs3j/Lly/PBBx9Qt25dli5dSu3atQkNDc2EWgshAHAqBD3+gDcX6Mde3D6pn3Z2/+xXXigvv6MNP/SswYK+tSniYkvYg2h6/BbIpA3neBovTyuEEEKIl8kzAcXw4cM5e/YskZGRLF68+KXpP/jgA+7du8fs2bPZtm0bM2fOZP369fz111/cu3eP999/PxNqLYQw0Gigand47xD4tAZtPGz/Aha3g/BXD/BbVSzCtg996VG7BErBkgNXaD9nL8euPjJB5YUQQojcK88EFLVr16ZSpUpYpmGa0djYWLZu3UqRIkUYMWKE0bnu3btTvXp1tm7dyuXLl81VXSFEalyKwtt/Q6e5YOOsn2r2l0ZwaB7oXm0lbFd7a77pVo0l/evg7mJH2INouv96gOn/u0BcojytEEIIIVKSZwKK9AgPDycxMZFSpUqluFZG6dKlAfD398/sqgkhQP+0omZfeO8AlG4KiU/hf2Pg907w+NorZ9+sXGG2jmrKmzWKo1Pw6+5QOs3dz9mbESaovBBCCJG7SECRgvz582NpacnVq1dRSiU7n7TmxqVLlzK7akKIZ+XzgD7/QLuZYGUPV/bCzw3h2FJI4f9uerg6WDPrrer81qcWBZ1suHj3CW/8tJ8fdlwiQftqT0KEEEKI3MSkK2XnFg4ODvj6+rJr1y5+/vlno/ESa9eu5eTJkwA8fvz4hfnExcURFxdn2I+MjARAq9Wi1Zqv+4RWq0Wn05m1jCyl1WJp+FELufU+s7Fs18ZqD4TSzbDY8D6aG4fh35GooA3oOs4G56KvlHWr8oWoMbIxX/xzji3n7vLDjmC2n7/Lt92qULaIs2nqL5LJdm1M5DrSxoS5mbKNZfd2mqMCioIFCxIeHp7m9P7+/jRr1ixDZc2aNYvGjRszfPhw/v33X6pWrUpISAj//PMPVatW5fTp0y8djzFt2jQmT56c7HhoaChOTk4Zqlda6HQ6Hj58SEhICBYWue8hlCYujuJNmwJwMywMZWubxTXKe7JtG2v4A26X/qTg6d+wCNkBP9Xnbs2PiPRsp+8m9Qo+qO1ItQKF+engA87diqTTj/vpW8ONNyvlw9Li1fIWyWXbNiZyDWljwtxM2caioqJMVCvzyFEBRa9evXjy5Ema07u7u2e4rGrVqnHkyBEmTpyIv78//v7+eHt789tvv/H48WPGjBlDoUKFXpjHp59+ykcffWTYj4yMpGTJknh5eeHi4pLhur2MVqslJCQEb2/vNA1Cz5F27QLAO4urkVdl6zZWbjKqfi/UP+9hefskxQ5NpuiDfejaz4J8JV8p67JloXODWMavP4f/xfssPPaQ4/d1zOxahdIFHU10AwKyeRsTuYK0MWFupmxjSb1csqscFVDMnTs3U8srX748f/31V7LjSQvi1a5d+4XX29raYpvCt+eWlpZmf/OysLDIlHJE3pWt25h7JRi0A/b/ALu/QRO6E8tfG0LLL6DuYLDIeJ2L5XdkkV8dVh27wZf/nufEtcd0/HE/49qWp28DTyzkaYXJZOs2JnIFaWPC3EzVxrJ7G5VnfOn05MkT/v33X9zc3HjttdeyujpCiNRYWkPTMTB0P3g0gIRo2PIJLGwNd8+/UtYajYYetUuyZVQTGnoVIDZBx6R/z9Nz3kEu38/ej6WFEEIIU5OAIhVPnz4lMTHR6FhcXBwDBw7k4cOHTJw4ETs7uyyqXR4XHQ2OjvotOjqrayOyu0JlwW8zdPhOv27FzaP6VbZ3TYHEuJdf/wIl8juwbGA9vuxcCQcbSw5feUjb2Xv5OSBEZoISQgiRZ+SoLk+vYt++fSxYsACA+/fvG44ldV8qX74848aNM6Q/duwYb775Jq+99holS5YkMjKSTZs2ce3aNQYPHpxswTuRyWJisroGIiexsIA6g6BsO9j0MVz6H+z5Bs6v1y+Q51H/FbLW0LeBJ83LFeazdWfYG/yAb7ZcZNPp28zoWpXKxV1Ndx9CCCFENpRnAoqQkBCWLl1qdCw0NJTQ0FAAfH19jQIKDw8PmjVrxt69e7l79y4ODg7UrFmTWbNm0bVr10ytuxDCRFyLQ68/4dw6+N9YeHAJFrXRBxstJ4JdxidLKOnmwO8D6rLm+E2+2niec7ci6fzTft5tWoYPWvpgZ529+78KIYQQGaVRKa3cJswiMjISV1dXIiIizD7LU3BwMD4+Ptl+EE+GREdD0rS7UVH6rk8iU+WKNhbzELZNgJPL9PsuxaHDLCjX9pWzvv8kjkkbzrHpzG0AyhR0ZHrXqtQt7fbKeecVuaKNiWxN2pgwN1O2scz6DJlRMoZCCJE3ObjBGz9Bn/WQ3xMib8Kfb8Gq/hB175WyLuRsy0+9a/LrO7Uo5GzL5QfR9PgtkAnrz/IkNsEk1RdCCCGyCwkohBB5m1dzGBYIDUeAxgLOrYUf68DJFfCKD3DbVnZnx4e+vFVbv/7FHwev0ub7PfhfeLWARQghhMhOJKAQQggbB2j9NQzeBUWqQOxjWD8MlneHiJuvlLWrgzUzulVl+aB6eLg5cCsilv5LjvDByhMEhoYT8VSeWAghhMjZ8sygbJGLWFiAr+9/PwthKsVqwLv+cGAOBEyHkO3wc31o/RXU7AeajC9a18i7IFtGNWHWtkss2h/GPydv8c/JWwB4uDlQubgLlYq5UqmY/t9CzskXxRRCCCGyIwkoRM5jbw8BAVldC5FbWVpDk4+hXAf45339uhX/fqCfGer1OZC/VIazdrCx4vOOFelYrRi/7Q7l9I0Ibj5+yrWHMVx7GMPmM3cMaYu42FKpmCuVi7lQsZgrlYu7UDyfPZpXCGqEEEIIc5CAQgghUlK4PAzcBgd/hl1fw+UA+KUhtJoEtQe+0tOx6iXz8cs7tQB4FB3P+duRnLsVwdmb+n8vP4jmbmQcdyPvseuZ8Rau9tbJnmSULuiIpYUEGUIIIbKOBBRCCJEaC0v9YO2y7WDDcLgWCJtHw/l/oNMccCvzykXkd7ShkXdBGnkXNByLjkvkwp1IQ4Bx9mYkwfeeEPE0gf0h4ewPCTekdbCxpHIxVz5uXZZ6ZQq8cn2EEEKI9JKAQuQ80dHg6an/+coVWYdCmF9Bb/DbDEfmw45JcGUv/NIIWn4BdYeYfCyPo60VtUq5UavUf+tWxCVqCb4bZfQkI+j2E2LitRy+8hC/xUdYNqiu0TVCCCFEZpCAQuRMDx5kdQ1EXmNhAfWGgE9r2DBCH1RsGQfn1kPnn/RBhxnZWllSubgrlYu78lYd/TGtThH2IIovNwax59J9/BYfYeW79alUzNWsdRFCCCGeJVPkCCFEeriVhr4b9Ktq2zjB9YPwayPYPwe0iZlaFUsLDd6FnfntnVrU8czPk9hE+i48TOj9qEythxBCiLxNAgohhEgvCwuoMxDeC4QyzSExFrZPgAUt4dbJTK+OvY0lC/3qULm4C+HR8byz4BA3HsVkej2EEELkTRJQCCFERuXzgD7roNNcsHOF2ydhfnPY8hnEZe5TAhc7a5b2r4tXIUduR8TyzoJD3HsSm6l1EEIIkTdJQCGEEK9Co4GafeH9I1C5KygdHPxJvyDexS2ZWpUCTrYsH1SfEvntuRIeQ9+Fh3kcE5+pdRBCCJH3SEAhhBCm4FwEui2C3qv1Ty4irsOfb8HffSHydqZVw93VjuWD6lHY2ZYLd57Q7ddAlh28SkRMQqbVQQghRN4iAYXIeSwsoHZt/Wbi6TqFeGU+r8F7B6HhSNBY6tes+KkuHJ4POl2mVKFUAUeWDapHfgdrQu5F8fn6s9SZuoP3lx9n14W7JGozpx5CCCHyBvk0JnIee3s4ckS/2dtndW2ESM7GEVp/BUN2Q/FaEBepXxBvUWu4ey5TqlC2iDPbP/Lls/blKVfEmfhEHZvO3GbAkqPUn7aLrzeeJ+h2ZKbURQghRO4mAYUQQpiLexUYuB3azQQbZ7hxBH5rCtsnQrz5Z2Eq6GTLu0292DKqCRtHNMavoSdujjY8iIpjwb4w2s3eS4c5e1m0L4zwqDiz10cIIUTuJAvbCSGEOVlYQr13oXwH+N9YuLAR9v8A59ZB5Tf1QYd7VXAro09rBhqNxrAo3mftKxBw8R5rjt9g14V7nLsVyblb55m6OYhm5QrTrVZxmpcvjK2VeeoihBAi95GAQuQ8MTFQsaL+5/PnwcEha+sjRFq4Foeey+HCJtg8Bh5fhX3f/3fe2gEKV/z/AOP/g4wiFfXdp0zIxsqC1pXcaV3JnUfR8Ww4dYs1x29w+kYEO4LusiPoLvkcrOlUrRhda5agaglXNBqNSesghBAid8kTAUV0dDTr1q1jw4YNnDx5kuvXr2Nra0u1atUYOnQovXr1SvE6nU7Hzz//zLx58wgODsbJyYnmzZszZcoUfHx8MvkuhIFScPXqfz8LkZOU7wClm8KZ1XD7FNw5ox9XkRADN4/qNwMNFPAyDjLcq4BTEf10ta8ov6MN/Rp60q+hJ8F3n7D6+A3Wn7jJ3cg4fg+8yu+BV/Eu7MRQXy+61iwugYUQQogUaZTK/Z/ItmzZQrt27ShQoAAtW7akTJky3Lt3j7Vr1/L48WOGDx/O3Llzk1337rvvMn/+fCpWrEiHDh24e/cuf/31F3Z2dhw4cICKSd+Sp1FkZCSurq5ERETg4uJiqttLRqvVEhwcjI+PD5aWubDbQnQ0ODnpf46KAkfTfoMrXi7Xt7HMptPCw8tw57Q+wEjaou6mnN6xEBSp/F+QUbQaFCprkqpodYr9IQ9Yc/wGW87eIS5RPyNUvdJuTOlSBe/CTiYp56X1kDYmzEzamDA3U7axzPoMmVF5IqA4deoU586do3v37lhbWxuO3717l3r16nH16lUOHz5MnTp1DOf8/f1p0aIFTZo0Yfv27dja2gKwc+dOXnvtNZo0acLu3bvTVQ8JKExEAoosl+vbWHYRdc84wLhzBsKD9YvnPa9mX+g426RTKT+JTWDZwWvM3nmJ2AQd1pYahvl68V5zb+yszft7lzYmzE3amDC3vBRQ5IkuT9WqVaNatWrJjhcpUoQhQ4bw2WefsXv3bqOAYv78+QB8/fXXhmACoGXLlrRp04YtW7Zw6dIlypY1zbeCQgiRjFNh8G6p35LEx8C9ILj7TJBx4wgc/x00FtDxB5N0hwJwtrNmWDMvOlYtysQN59h14R5zdoXwz6lbDGpcmi41S+Bkmyf+jAghhHiBPD9tbNITCysr4z+KAQEBODo60qhRo2TXtGnTBiDdTyiEEOKV2ThAiVpQyw86fAcDt0GXeYAGji3RzyRl4gfPJd0cWNivNr/0rkkRF1uuhscw4Z9z1J+6k0kbzhFyL8qk5QkhhMhZ8vRXS1qtlt9//x2NRkOrVq0Mx6Ojo7l9+zaVK1dO8RFV0oDs4ODgF+YfFxdHXNx/c7tHRkYaytVqtaa4hRRptVp0Op1Zy8hSWi2Whh+1kFvvMxvL9W0sp6n0JprEODQbhqM5PA+dhRWq1Vcme1KRpHXFwjT0cmPt8Zv8cfAalx9Es+TAFZYcuEIjrwL0qe9Bi/KFsbR49XKljQlzkzYmzM2UbSy7t9M8HVBMmDCBM2fOMGDAACpXrmw4HhERAYCrq2uK1yX1XUtKl5pp06YxefLkZMdDQ0NxcjLfwEadTsfDhw8JCQnBwoT9qbMLzdOneHp5AXAlNBQlq2VnutzexnIkh9q41hlH0SPTsDj4M+ERUdyv+p7JgwqABgWhfocinLj9lH+DIjh0I4b9oeHsDw2nsKMVHcu70MbHBVe7jPcZljYmzE3amDA3U7axqKjs/SQ4RwUUBQsWJDw8PM3p/f39adasWYrn5s2bx7Rp06hRowazZ882UQ2Nffrpp3z00UeG/cjISEqWLImXl5fZB2WHhITg7e2deweaXbwIgHcWVyOvyhNtLCfyGYOuQH4stoylQNDv5C/kjvIdZ7biypaFt3zhxqMYVhy+zl9HbnAvOoFFxx6y7NRjXq9alD71PahSPOUvZ15E2pgwN2ljwtxM2caSerlkVzkqoOjVqxdPnjxJc3p3d/cUjy9evJihQ4dSpUoVtm/fnuxpQdKTidSeQCT9UlN7gpHE1tbWaEB3EktLS7O/eVlYWGRKOSLvkjaWTdUfAioRtn6GxZ5vQBsPDUeCYwGzFVmqoDOftq/Ih6+V499Tt1gaeIWzNyNZc/wma47fpHrJfDT0KkA5d2fKuTtTpqATNlYv/7ZO2pgwN2ljwtxM1cayexvNUQFFSmtFpNeiRYsYPHgwFStWZOfOnRQokPyPrKOjI0WLFiUsLAytVpvsl5g0dkIWtxNCZEsN3tcHEjsmwf4fIPBH8G4FVbpDufb/x959h0dRtQ0c/s3uJpseEkJCAqEmJPQOgkKCIKC8CiggndAEX1EsKEX9AAvw2hUsSAm9KmKnd1AQiIjUJFRpoaSHtN35/liyJCaBEHazyea5L+fKlDMzzyzH3X32zJxjerDbCpwctPRuEUiv5lWJOp/Aoj1n+PnwJf48n8Cf5xPM5XQahZo+rtSp7E6InynJCPFzJ9DbxSLPXwghhChZZSqhuF/z589nxIgR1K1bly1btlCpUqVCy4aFhbFixQp2795N+/bt82xbv369uYywgbQ0yOni948/wMU6X46EKNMeesk0ovber0wjcp9cZ5oc3SD0P9CoD9QMA63lPwYURaFZNS+aVfPi9W71WPf3JY5dTubk5WROXE4mOSOb6LgUouNS+JlL5v2cHDQE+7pTx8+dYF9X/HXpyO82QghR+pWbhGLevHmMHDmS0NBQtmzZgq+v7x3LP/PMM6xYsYI33niDTZs24ejoCJgGtlu/fj3t27eXMShsRVXh6NHb80KIgjXpb5qunoDDq+GvVZBwFv5aYZpcfaHBU6bkIqCpVR7gruSuZ1CbGuZlVVW5lJjOiSu3EowryZy8kkz0lRTSs4wcvpDI4Qu3bzc9luTIq13rSsuFEEKUYuVipOwtW7bQqVMnVFVl1KhRBT5b0aRJE3r06JFn3ciRI5k7dy716tWjW7duXLlyhZUrV+Lk5MSePXuoV6/ePcUhI2VbiIyUbXN2X8fslarC+X1weBX8vQZu3ri9rWIQNOwDjXqDd60SD81gVDl3I40Tl00JxqHz8Ww+fhWAdsE+fNq3Kd6ujiUel7Bf8j4mrK08jZRdLhKKBQsWMHTo0DuWGTJkCAsWLMizzmg08vnnnzN79mxiYmJwc3OjQ4cOvPvuu8VqnZCEwkIkobA5u69j5YEhC2I2m5KL479A9s3b26q2NCUXDZ4EVx/bhGcwMHdDFJ/sucbNLANVKjgze1BzGhSjxyghCiLvY8LaJKEQViEJhYVIQmFzdl/HypuMZDj2kym5OLUNVKNpvaKFoI7QZgzUKtlnxnLqmNGjMv9dGsWZ62k46jS83b0+jzX0x02vQ7HCLVqi/JD3MWFt5SmhKDfPUAghhCiE3h2a9DNNyVfgyBrT8xYXD0L0BtNUrwd0eRc8q5ZoaCF+7nw/5iFeWfUnm47FMf7bw4z/9jBODhoqueup5KankrseX3cn03LudR56Krrqi9RFrRBCiOKThEIIIcRt7n7wwLOm6VoM7JsNf8yFo2tNiUW7V6Dt86DLP8aOtXg6O/D1oBZ8uT2WOTtPkZCWRXqWkfM3bnL+xs277u/l4pAn2fD1cDInHc2qeVGtovQUJ4QQ90MSClH2KApUr357XghhHT5B8Nj70GwI/PIqnNsDW96GqMXQahQ07gsu3iUSikaj8FyHIJ7rEMTNTAPXUjKIS87ganI6V5MzTFOK6W9cznJyBtlGlfi0LOLTsjh5JaXAY4eHVGJwm+qE1fGV3qSEEKIYJKEQZY+LC5w5Y+sohCg/KjeAob+Yup7d8AbEn4H1E2HzVNOtUC2GQmDrEkvwnR21BHq7EOh955YFo1El8WYWV1MyiEvK4GpKruQjOYN/4m+y/2w8205cZduJqwR6O9Oprh9Bvm4EVXIjyNcNb1dHeVZDCCHuQhIKIYQQd6copvEqQh6Fv1bC/gVw5fDtMS0q1TUlFo36gLOXraMFTK0aXq6OeLk6UsfPvcAyZ66lsuT3s6zaf57zN24SuftMnu0VXBzMyUXtW3+DfN2oUsEZjbRmCCEEIAmFEEKIe6F3h5YjoMVwuHAADkTC4W/h6jH49TXYOBnq9zQlF1VblvrbEmv4uPLGf+rxSucQ1h25xJELScRcTSEmLoULCTdJSMti/9l49p+Nz7OfXqehljnRcDUnGjUquuLkID0GCSHKF0koRNlz8ya0b2+a37EDnJ1tG48Q5ZGiQNUWpqnLNFOvUPsjIe4IHFpmmnzr3261cCrd40c4O2rp2bQqPZveXncz08Cpa6bkIvZqKrFxKcReTeHUtVQyso0cu5TEsUtJeY6jUSDQ24XqFV2p5u1MdW9XqlV0oZq3aXLVy8euEML+yDubKHuMRti///a8EMK2nDyh1UhTy8U/f5gSiyNrTMnFL+Ngw5vg3wgqhUCl0Nt/PaqU6hYMZ0ct9QM8qR+QNxkyGFXO30gj9mpOsmH6GxOXQlJ6Nmevp3H2elqBx/Rx01PN25kaPq7UrmRq3ahdyY3qFV2le1shRJklCYUQQgjLUBQIbGWauk6DQytNt0RdPQ7n95qm3Bzd8icZlULAs5pt4i8irUahho8rNXxc6VjXz7xeVVWupWQSezWFc9fTOHsjlXM3bnLueipnb6SRkJbFtZQMrqVkcPBcQr5jBno5m5IM39uJRq1KpgfDhRCiNJOEQgghhOU5e8EDo6H1KIg7BnFH4dpJU3Jx9QRcj4HMFNNzGBcO5N1X54zGJxhfj7oQ+D9wLR0Ped+Noijm8S4eqFUx3/bEm1mcv2FqvTh9zXQb1amrpr8pGdmcuZ7GmetpbD4el2c/T2cHKro54uXiiJeLg+mvqyMVcuZdHKjgcmu7qwMVnB2ltUMIUaIkoRBCCGE9igJ+9UxTboYsuHHqdoJx9ThcPWlKOrJvolz+C+/Lf6HO3Qu9IqFKM9vEb0Gezg54VvGkQZW8t1CpqkpccgaxV//1rMbVVC4k3CTxZhaJN7OA1CKfy02vo4KLA84OWhy0Ghx1Ghy1Ghx0iumvVoODToP+1rxWW/Rbz1QVQEVVTfPqrXnjrflb/6Gq6q11t2kUUDAlXwqAAppb8zl3v6m3dlDzzOdaeTd3uBQl10ZVNZKUlIzHoZsoiuaOd9+p/zqvWqRA8p6v0P3v8ZoKO2aBxxZ53O21gwJevwJezqreLrz8SB0LRWUfJKEQQghR8rQOt25zCsm73miA+DMYLv6JYd3rOMafgXmdofM7ptaOUvzMRXEpioKfhxN+Hk60re2TZ1taZjbnb9zkRmomCWmZtwbpyzWfmnlr+db6m1moKqRkZJOSkW2jKyprkm0dgChjGlX1lITiXyShEEIIUXpotFCxNlSowRm1GsFHP0E5/hOsGw+nd0D3WSU2Ondp4OKoI6RywWNoFMRoVElKz+JGqinhyMg2kGVQycw2kmUwkpltJNNwez7nb7ZRLfTX24JyuJwWhZxB/zSKYlrOWY9i3p6zTs3VcpG7ZUMFjLfW5ZwrJ5bby4XHUph/tyrke61UlWtXr1LRxweNpvBbxHLi+vep7xaL+q9GiMKKF+WaCruWOx23JBR2fkv8OxV07Pv5PeFu9eFu58n9/4ePuzzX9G+SUIiyycfn7mWEEGWa0dEdY6+FaA/Mhw2vw4mf4csoqN4GXCuZJjdfcPW9NV/JNO/gZOvQbUajUajg4kgFF/nCczcGg4Ho6GyCg2uh1crYIULcD0koRNnj6gpXr9o6CiFESVAUaP2Mqeeo1REQfxr+/vbO+zi6304u3G4lHvnmfcHVp9SPjyGEEGWBJBRCCCFKv4AmMHoXRG+A5MuQGgcpV01/U6/enjdkQmYy3Eg2PfR9Nz4h0GwQNO5nSjCEEELcM0kohBBClA16N2jwZOHbVRXSEyH12q2E41aykXr19nzudZkpcO0EbHgDNk2F0G4Q3BkqBpkmF2+7fAhcCCEsTRIKUfbcvAmPPmqa//VXcHa2bTxCiNJBUcC5gmnyCbp7+ZvxcGQtHFwEFw/C0bWmKYeT5+3komIQeNe6NV8b9EV/UFoIIexduUgoUlNT+e677/jhhx/4888/OX/+PHq9nsaNGzN69Gj69euXb5+4uDjmzZvHgQMHOHDgAGfOnAFMvVMIGzMaYfv22/NCCFEczl7QYqhpunwYDq2AK3/D9VhIPG9q7Sho4D0AN7/byYV37VxJR03Q6Uv+WoQQwobKRUKxc+dOBg0aRMWKFenYsSNPPfUUcXFxrFmzhv79+7Nnzx5mzpyZZ5+jR48yadIkFEUhODgYFxcX0tLSbHQFQgghrKpyQ9OUI+um6RmM67GmUb1z/t6IvXXr1BXTdHb3vw6kgGcgeFWHCtWhQrW8k7s/aMvFR68QohwpF+9q/v7+LF26lN69e+Pg4GBeP23aNFq3bs2sWbMYPHgwLVu2NG+rW7cu27dvp2nTpri7uxMaGsqJEydsEb4QQoiS5uAMfvVN07/dTDAlFtdjcyUct5KOzGRIPGea2Jl/X40OPKqYEg7vWrmm2uBVAxxdrHxhQghheeUioWjcuDGNGzfOt97Pz49Ro0YxadIktm/fnieh8PPzw8/PryTDFEIIURY4V4AqzU1Tbqpqar24HgsJ525NZ023TyWcg4TzYMwyrUs4axqo79/cA24lGDVvPbNxK9Fw9jad19FNHhQXQpQ65SKhuJOcFgudrty/FEIIIe6HopjGt3DzNQ2+929GI6RcNiUX8WdMt1TlTNdjIT0Bki+aprO7Cj6HRmd6WNypginBuNtfnTNoHUDreGsqZP4OI0ULIcTdlOtv0QaDgUWLFqEoCp06dbL48TMyMsjIyDAvJyUlmc9rMBgsfr4cBoMBo9Fo1XPYlMGA1jxrAHu9zlLM7uuYsDm7rWOufqapSsv8227Gw41TKDdOQ/wpuHEaJf6UKQG5GY9iyARjNqRdN00WpCpaU7Ki0YFGa0o2cuY1OtA45JrXgVLAyNJ3azkpZS0rigrV0tNRdjihlq7QRCmn+tRBfeLzu5az5PtYaX8vLNcJxZtvvsnhw4cZNmwYDRo0sPjxp0+fztSpU/Otj42Nxc3NzeLny2E0Grlx4wYxMTFo7PBXJyUtjeBbXcXGxMSgusg9xyXN3uuYsL3yW8c8wKkx+DcG/1yrVRXFkIE2MwlNZjLazCS0Wcm35zOTC1yvGLJQjJkoxmwUY9atKRtFzfvlRFFv/ThjyKC8UAD59BDFkX4zjbPR0XctZ8n3sZSUlPva39oUtQz1g+rj48P160X/VWbr1q2Eh4cXuO3rr79m1KhRNG3alB07dtz1C37OQ9n38nIV1EIRGBjIjRs38PDwKPJx7pXBYCAmJoagoCC02gJ+RRLiPkkdE9YmdczKjAbT8xyGTDDc+ms0mFpAzNOtMrmXDVmmdfk+Cv+1It9nZRE+O0v464jRaOTSpUv4+/uXs6RV3DcnT6je9q7FLPk+lpSUhLe3N4mJiVb9DllcZaqFol+/fiQnJxe5fOXKlQtcHxkZyejRo2nYsCEbN260WmuBXq9Hr8/fH7lWq7X6B6RGoymR84jyS+qYsDapY1ak1QKOgKutI7Edg4E0XTSa4GCpY8JqLPU+VtrraJlKKP49VkRxzJ8/n5EjR1KvXj02b95MxYoVLRCZEEIIIYQQ5VO5auObP38+I0aMIDQ0lC1btlCpUiVbhySKIz0dunUzTenpto5GCCGEEKJcK1MtFPdj3rx5jBw50pxM+Pr62jokUVwGA/zyy+15IYQQQghhM+UiodiyZQsjR45EVVXat2/Pl19+ma9MkyZN6NGjR551ERER5vlLly7lW/fBBx/g4+NjjZCFEEIIIYQoE8pFQnHu3Dlz70yzZ88usMyQIUPyJRQLFy7MVy73uilTpkhCIYQQQgghyrVykVBERETkaVkoqjLUo64QQgghhBA2Ua4eyhZCCCGEEEJYliQUQgghhBBCiGIrF7c8lRY5t1AlJSVZ9TwGg4GUlBSSkpJK/UAoxZKaens+KUl6erIBu69jwuakjglrkzomrM2SdSznu2NpvR1fEooSlDPKd2BgoI0jsSMBAbaOQAghhBCiRCQnJ+Pp6WnrMPJR1NKa6tgho9HIxYsXcXd3R1EUq50nKSmJwMBAzp8/j4eHh9XOI8ovqWPC2qSOCWuTOiaszZJ1TFVVkpOTCQgIQKMpfU8sSAtFCdJoNFStWrXEzufh4SFvksKqpI4Ja5M6JqxN6piwNkvVsdLYMpGj9KU4QgghhBBCiDJDEgohhBBCCCFEsUlCYYf0ej2TJ09Gr9fbOhRhp6SOCWuTOiasTeqYsLbyVMfkoWwhhBBCCCFEsUkLhRBCCCGEEKLYJKEQQgghhBBCFJskFEIIIYQQQohik4TiLr744gtq1qyJk5MTzZs3Z+fOnXm2Hzt2jCeeeAJPT0/c3d154IEHOHfuXKHHS09PJyIigoYNG6LT6ejRo0e+MpcuXaJ///6EhISg0Wh48cUXixTruXPnePzxx3F1dcXHx4cXXniBzMzMPGUOHz5MWFgYzs7OVKlShbfeeivfMO7bt2+nefPmODk5UatWLb766qt85/r222+pV68eer2eevXq8d133+Urc7fXTlVVpkyZQkBAAM7OzoSHh3PkyJEiXas9sUUdW7NmDY888giVKlXCw8ODNm3asH79+rvGKnWsbLJFHdu1axcPPvggFStWxNnZmdDQUD7++OO7xip1rGyyRR3Lbffu3eh0Opo0aXLXWKWOlU22qGPbtm1DUZR80/Hjx+8Ya7msY6oo1IoVK1QHBwd1zpw56tGjR9WxY8eqrq6u6tmzZ1VVVdWYmBjV29tbffXVV9WDBw+qsbGx6k8//aReuXKl0GOmpKSoo0ePVr/++mu1S5cuavfu3fOVOX36tPrCCy+oCxcuVJs0aaKOHTv2rrFmZ2erDRo0UDt06KAePHhQ3bhxoxoQEKCOGTPGXCYxMVH18/NT+/btqx4+fFj99ttvVXd3d/WDDz4wlzl16pTq4uKijh07Vj169Kg6Z84c1cHBQf3mm2/MZfbs2aNqtVp12rRp6rFjx9Rp06apOp1O/f3334v82qmqqs6YMUN1d3dXv/32W/Xw4cPq008/rfr7+6tJSUl3vV57Yas6NnbsWPV///ufum/fPvXkyZPqxIkTVQcHB/XgwYOFHlfqWNlkqzp28OBBddmyZerff/+tnj59Wl28eLHq4uKizp49u9DjSh0rm2xVx3IkJCSotWrVUjt37qw2btz4jrFKHSubbFXHtm7dqgLqiRMn1EuXLpmn7OzsQo9bXuuYJBR30KpVK3X06NF51oWGhqoTJkxQVVVVn376aXXgwIHFPv6QIUPu+CapqqoaFhZWpITil19+UTUajXrhwgXzuuXLl6t6vV5NTExUVVVVv/jiC9XT01NNT083l5k+fboaEBCgGo1GVVVV9bXXXlNDQ0PzHHvUqFHqAw88YF7u06eP2rVr1zxlunTpovbt29e8fLfXzmg0qpUrV1ZnzJhh3p6enq56enqqX3311V2v116UhjqWo169eurUqVML3S51rGwqTXWsZ8+edzyX1LGyydZ17Omnn1bfeOMNdfLkyXdNKKSOlU22qmM5CUV8fHyRj1Ve65jc8lSIzMxMDhw4QOfOnfOs79y5M3v27MFoNPLzzz9Tp04dunTpgq+vL61bt2bt2rV5ykdERBAeHm71eH/77TcaNGhAQECAeV2XLl3IyMjgwIED5jJhYWF5+kPu0qULFy9e5MyZM+Yy/77mLl26sH//frKysu5YZs+ePcDdXzuA06dPc/ny5Txl9Ho9YWFh5jL2rjTVMaPRSHJyMt7e3oWWkTpW9pSmOhYVFcWePXsICwsrtIzUsbLH1nUsMjKS2NhYJk+eXKTyUsfKHlvXMYCmTZvi7+9Px44d2bp16x3Lltc6JglFIa5du4bBYMDPzy/Pej8/Py5fvkxcXBwpKSnMmDGDrl27smHDBnr27MmTTz7J9u3bzeX9/f2pVq2a1eO9fPlyvli9vLxwdHTk8uXLhZbJWb5bmezsbK5du3bHMjnHuNtrl/t8dypj70pTHfvwww9JTU2lT58+hZaROlb2lIY6VrVqVfR6PS1atOC5555jxIgRhZaVOlb22LKORUdHM2HCBJYuXYpOpyvSPlLHyh5b1jF/f3++/vprvv32W9asWUNISAgdO3Zkx44dhe5TXutY0f4PLMcURcmzrKoqiqJgNBoB6N69Oy+99BIATZo0Yc+ePXz11VfmX+GmT59us1hzx1tYGfXWA0CWKPPvdZYqY+9sXceWL1/OlClT+P777/H19b2nWHPHe6fr+fd6qWMly5Z1bOfOnaSkpPD7778zYcIEgoKC6NevX5FjzR3vna7n3+uljpWskq5jBoOB/v37M3XqVOrUqXNfseaO907X8+/1UsdKli3ex0JCQggJCTEvt2nThvPnz/PBBx/Qvn37IseaO947Xc+/15elOiYtFIXw8fFBq9Xmy87i4uLw8/PDx8cHnU5HvXr18myvW7fuHXsVsJbKlSvnizU+Pp6srCxz1llQmbi4OIC7ltHpdFSsWPGOZXKOcbfXLucYwB3L2LvSUMdWrlzJ8OHDWbVqFZ06dbpjWaljZU9pqGM1a9akYcOGjBw5kpdeeokpU6YUWlbqWNljqzqWnJzM/v37GTNmDDqdDp1Ox1tvvcWhQ4fQ6XRs2bKlwP2kjpU9peF9LLcHHniA6OjoQreX1zomCUUhHB0dad68ORs3bsyzfuPGjbRt2xZHR0datmzJiRMn8mw/efIk1atXL8lQAVPW/Pfff3Pp0iXzug0bNqDX62nevLm5zI4dO/J0XbZhwwYCAgKoUaOGucy/r3nDhg20aNECBweHO5Zp27YtcPfXDkxfMipXrpynTGZmJtu3bzeXsXe2rmPLly8nIiKCZcuW0a1bt7uWlzpW9ti6jv2bqqpkZGQUul3qWNljqzrm4eHB4cOH+fPPP83T6NGjCQkJ4c8//6R169YF7id1rOwpbe9jUVFR+Pv7F7q93NaxIj++XQ7ldLU1b9489ejRo+qLL76ourq6qmfOnFFVVVXXrFmjOjg4qF9//bUaHR2tzpw5U9VqterOnTvNx5gwYYI6aNCgPMc9cuSIGhUVpT7++ONqeHi4GhUVpUZFReUpk7OuefPmav/+/dWoqCj1yJEj5u1r1qxRQ0JCzMs53ZR17NhRPXjwoLpp0ya1atWqebopS0hIUP38/NR+/fqphw8fVtesWaN6eHgU2E3ZSy+9pB49elSdN29evm7Kdu/erWq1WnXGjBnqsWPH1BkzZhTaTVlhr52qmrop8/T0VNesWaMePnxY7devX7ntCq+k69iyZctUnU6nfv7553m6wktISDCXkTpmH2xVx2bNmqX+8MMP6smTJ9WTJ0+q8+fPVz08PNTXX3/dXEbqmH2w5WdlbgX18iR1zD7Yqo59/PHH6nfffaeePHlS/fvvv9UJEyaogPrtt9+ay0gdM5GE4i4+//xztXr16qqjo6ParFkzdfv27Xm2z5s3Tw0KClKdnJzUxo0bq2vXrs2zfciQIWpYWFieddWrV1eBfFNuBW2vXr26eXtkZGS+fc6ePat269ZNdXZ2Vr29vdUxY8bk6ZJMVVX1r7/+Utu1a6fq9Xq1cuXK6pQpU8xdlOXYtm2b2rRpU9XR0VGtUaOG+uWXX+Z7XVavXq2GhISoDg4OamhoaJ7/uYr62hmNRnXy5Mlq5cqVVb1er7Zv3149fPhwvuPYO1vUsbCwsAK3DxkyxFxG6pj9sEUd++yzz9T69eurLi4uqoeHh9q0aVP1iy++UA0Gg7mM1DH7YavPytwKSiikjtkPW9Sx//3vf2rt2rVVJycn1cvLS33ooYfUn3/+Oc8xpI6ZKKr6r2H5hBBCCCGEEKKI5BkKIYQQQgghRLFJQiGEEEIIIYQoNkkohBBCCCGEEMUmCYUQQgghhBCi2CShEEIIIYQQQhSbJBRCCCGEEEKIYpOEQgghhBBCCFFsklAIIYQQQgghik0SCiGEEFYTHh6Ooii2DkMIIYQV6WwdgBBCiLLhXhMDVVWtFIkQQojSRBIKIYQQRTJ58uR866ZOnYqnpycvvvhigfssWrSItLQ0K0cmhBDClhRVfkISQghRTIqiUL16dc6cOWPrUIQQQtiIPEMhhBDCagp6hmLBggUoisKCBQv48ccfad26NS4uLlSpUoU333wTo9EIwNKlS2natCnOzs5Uq1aNDz74oMBzqKrK/PnzefDBB/Hw8MDFxYUWLVowf/58q1+fEEIIueVJCCGEjXz33Xds2LCBHj168OCDD/Lzzz/zzjvvoKoqXl5evPXWW3Tv3p327dvz7bff8uqrr+Lv78+AAQPMx1BVlYEDB7Js2TLq1KlD//79cXR0ZOPGjQwfPpyjR48WmogIIYSwDLnlSQghRLHd7Zan8PBwtm/fnucB7QULFjB06FAcHBzYvXs3LVu2BCA5OZmgoCBSUlLw8PBg9+7d1KpVC4Dz588TFBREaGgohw4dMh9rzpw5PPPMMwwfPpyvvvoKnc70O1lmZia9evXixx9/ZP/+/TRv3txKr4AQQgi55UkIIYRNDBgwwJxMALi7u/Of//yHtLQ0nn32WXMyARAYGMhDDz3EkSNHyM7ONq+fNWsWrq6uzJo1y5xMADg6OvLuu+8CsHz58hK4GiGEKL/klichhBA20bRp03zr/P39AWjSpEmB2wwGA1euXKFKlSqkpaVx+PBhAgICmDFjRr7yWVlZABw/ftyygQshhMhDEgohhBA24eHhkW9dTivDnbblJArx8fGoqsqFCxeYOnVqoedJTU21RLhCCCEKIQmFEEKIMikn6WjevDn79++3cTRCCFF+yTMUQgghyiR3d3fq1q3LsWPHSEhIsHU4QghRbklCIYQQosx64YUXSEtLY+TIkQXe2nT69GkZdE8IIaxMbnkSQghRZo0aNYrff/+dhQsXsnv3bjp16kRAQABXrlzh+PHj7N27l2XLllGjRg1bhyqEEHZLEgohhBBlVs6I24899hhz5szhp59+IiUlBV9fX4KDg/nggw/o1KmTrcMUQgi7JgPbCSGEEEIIIYpNnqEQQgghhBBCFJskFEIIIYQQQohik4RCCCGEEEIIUWySUAghhBBCCCGKTRIKIYQQQgghRLFJQiGEEEIIIYQoNkkohBBCCCGEEMUmCYUQQgghhBCi2CShEEIIIYQQQhSbJBRCCCGEEEKIYpOEQgghhBBCCFFsklAIIYQQQgghik0SCiGEEEIIIUSxSUIhhBBCCCGEKDZJKIQQQgghhBDFJgmFEEIIIYQQotgkoRBCCCGEEEIUm87WAZQnRqORixcv4u7ujqIotg5HCCGEEEKUAaqqkpycTEBAABpN6WsPkISiBF28eJHAwEBbhyGEEEIIIcqg8+fPU7VqVVuHkY8kFCXI3d0dMFUGDw8Pq53HYDAQGxtL7dq10Wq1VjuPzWRkwNixpvlPPwW93rbxlEN2X8eEzUkdE9YmdUxYmyXrWFJSEoGBgebvkqWNJBQlKOc2Jw8PD6snFG5ubnh4eNjnm2RqKixfbpqfMwdcXW0bTzlk93VM2JzUMWFtUseEtVmjjpXWW+ZL301YQgghhBBCiDJDEgohhBBCCCFEsUlCIYQQQgghhCg2SSiEEEIIIYQQxSYJhRBCCCGEEKLY7Dah+OOPP3jsscfw8vLC1dWVVq1asWzZsns6htFoZNasWTRq1AhnZ2cqVapEnz59iI6OtlLUQgghhBBClC12mVBs27aNhx56iJ07d9KrVy+effZZrl27xoABA5g2bVqRjzN69Gief/55DAYDzz//PI899hg//PADLVu25OjRo1a8AnFHLi4QF2eaXFxsHY0QQgghRLlmd+NQZGdnM2LECBRFYceOHTRt2hSAyZMn06ZNGyZPnkzv3r0JDg6+43G2bt3KnDlzaNeuHRs3bkR/a/C0wYMH88gjj/Dss8+yfft2q1+PKICiQKVKto5CCCHKncxsI0t+P0tccgZ1/d2p5+9BTR9XdFq7/H1SCFFEdpdQbNmyhdjYWIYOHWpOJsA0SvWbb75J3759iYyMvGtLxZw5cwB45513zMkEQMeOHenSpQvr1q3j5MmT1KlTxzoXIoQQQpQiZ6+n8vzyKP76JzHPer1OQ0hld+pW9jAlGQGehPq74+HkYKNIhRAlze4Sim3btgHQuXPnfNty1hWlZWHbtm24urry4IMP5tuWk1Bs375dEgpbyMiAl182zX/0EeRK+IQQQljeD4cuMmnNYVIysqng4kDX+pU5eSWZ45eTScs08Nc/ifkSjUBv51tJhgchld3xdnXE09nBPLk4agsd9ddoVLmemklccjpxyRlcTcrgStKt+eQMANycdLg76XB3csDDSYeb3jTvnmt9zryzQ+Hnupv0LAPHLydT2cMJX3c9Gk3pHKm4MJnZRoyqil6nKbWjLIuyz+4SipwHpgu6pcnLywsfH5+7PlSdmprKpUuXaNCgQYFDpecc+27HycjIICMjw7yclJQEmIZiNxgMd76Q+2AwGDAajVY9h01lZKD94gsADNOng87uqnGpZ/d1TNic1LHSIS0zm7d/Os6qA/8A0KK6Fx/3aURABWfA9MX/7I00Tl64ytnz/3D58gVuXLuCmnodr8RkvBJTqHAymZtKGpcwchkVza1Jq6g4aBT0WnDUgk4DWQaVzGwjmQYjqno7Dq9bU2gRYs64NV3LvVIBnUa5NWnQaU3zqAZOODrgYF53e5tOo0GrVThxOZmEtCyuAhoFnB21ODtozX9dHE3zjloNGdlGMrKNpGcZSM8ymOczsk3Xo9UoeSZdzryioNWa/mo0CqigoqKqoMKt1yL3ssqtVWQbVbKNKgaj0TRvUG/9NWIwqhhzvY4aBTSa2+fRKOSaV9BquPXXtKzR3N6uVUzrsgxG0jINpGUZyMgyoCi3jmM+hpJ3n1zHyB23arqi2/O5ro1bywZVxWBQyc75azRdk0FVUbgdb+74cp9Pkys2RQGjkVuviWo+jtGoYjDeOpdRRVVVNIqpvEajoCHXvAIaFNI9qtN61Bd3rYuWfB8r7e+FdvdNLDHR9AuJp6dngds9PDz4559/7vsYucsVZvr06UydOjXf+tjYWNzc3O647/0wGo3cuHGDmJgYNBr7u69VSUsj5NZ8TEwMqjyYXeLsvY4J25M6Znun4zOYvu0K5xKzUIB+jb0YWisZ1/WvkJ54Cm1mItqMRGplJBBkSM+7s+M9nMhwa8rNWv/kxltTdq516YWUvaUlQO7fFrNvTTfzl3UE3O90sJL+TljY66hS8rFYUk5Di3prMlr4+Hc57onMuCL1+GnJ97GUlJT72t/a7C6hKE0mTpzIyzm35mBqoQgMDKR27drmpMQaDAYDMTExBAUFFdjCUualpppng4KCwNXVhsGUT3Zfx4TNSR2zHVVVWf7Hed75+TQZ2UZ83RyZ2yGThmdnwq+/oqAWvJ9GB87e4OJt/qs6e4NLRXDyBEUDigZV0ZBpgPRslZvZKmlZRm5mqWRkG3Fy1OHhpMNdr8PNSYf2Pm8vUlXTLT8Z2QbSs4ymKdtwqwUhm2vxSej0LnlaEkzbjKTfmleAPi2qUquSKwlpWdxIzeT6relGaibxt+YzDSpODhrTLV1OObd26ajgYprXahQys3NaYEznyrzVopFlMJKZrZKRbSDboKIo3Jpu/8quYPqVXOHWL+W3fkV31GlwctDipNOgd9DgpNPi5KDNNW+61SnbYCTLoJJlNJJtUMm6tZx7fZYh7zbzsvH2sl6nwcdNT0U3R7ycHVFRzdsyDUbT8bJVMg3GvMcxqmgA5dYv/YqimK7p1nUoBVyno05Br9Og12nR6zQ46jTodRocdBpUI+a4svOc51+x3zp3tlHFUavBQavBQauY5nU5f03rHbUaNIqpFcPU6nN7Mh3D1EKidfWh8V069wHLvo/l3OVSWtldQpHTqlBY60FSUlKhLQ/3cozc5Qqj1+vzPNCdQ6vVWv0DUqPRlMh5bCLXNWm12jzLouTYdR0TpYLUsZKXeDOLSWsO8/PhS2gx8FrV44zU/YLDxqjbhep0hXrdwbXS7QTCxRtF72H6FpxLYemA863Jy1oXUsC5/s1gMBAdHU1wcHCR61ilW9O/qeqthMhB6qrIy1LvY6X9fdDuEorczzc0b948z7b4+HiuXbtG27Zt73gMV1dX/P39OX36NAaDId8/4p2e0xBCCCHKoqhz8Ty/PIr4+BuM1G3jBbdNuF+7ZNqoc4LGfeGB56CSdEbyb4qiSDIhyjW7uzE1LCwMgA0bNuTblrMup8zdjpOamsru3bvzbVu/fn2RjyOEEEKUZkajylfbY3nhq58YlDyXvU7P87puMe7pl8DFB8InwktH4PFPJZkQQhTI7hKKjh07UqtWLZYtW8aff/5pXp+cnMzbb7+NTqcjIiLCvP7atWscP36ca9fy9AfBM888A8Abb7xBZmamef3mzZtZv3497du3ly5jhRBClGkxccm8+cViKm8awxaHsYzS/YwbaeBTx5RAvPQ3hE8AVx9bhyqEKMXs7pYnnU7H3Llz6dKlC+3ataNfv354eHiwZs0aTp8+zTvvvJMnEZg1axZTp05l8uTJTJkyxby+Q4cOjBgxgrlz59K0aVO6devGlStXWLlyJR4eHnz55Zc2uDoBgLMznD59e14IIcQ9SU1JZuua2VSNWca7mlhzL0ZqjXYobZ+HoEdAetcSQhSR3SUUYEoGdu3axeTJk1m1ahWZmZnUr1+ft99+mwEDBhT5OLNnz6ZRo0bMnj2bzz77DDc3Nx5//HHeffddaZ2wJY0GatSwdRRCCFHmqNdPcWrdTHyiV/EfUkADWTiQGfIErmEvoAQ0sXWIQogySFFVteD+34TF5fQwlZiYaPVuY++15woh7oXUMWFtUscsyGiA6I2k7v4K53Pb0Nzq9vWSUonUhoMJ6vLfcnlLk9QxYW2WrGMl9R2yuOyyhULYucxMeP110/y774LjvYygJIQQ5UTqNTi4COP++WgSz5MzYs8OY2MS6g+hc49B+Ovl/VMIcf8koRBlT1YWfPCBaX7KFEkohBAiN1WFg4tQf30NJTsdDRCvurHKEMbZGk/z7JOPEOjtYusohRB2RBIKIYQQwl5k3YSfx8GfS1CAw8YaLDR04U+Ph5nUvSmjQv1sHaEQwg5JQiGEEELYgxunYOVguHIYAxo+zOrNfKU7z3aowzthtWTgNSGE1UhCIYQQQpR1x3+B70ZDRiLXVQ+ezxrDlYqt+XVIS2r6uN59fyGEuA+SUAghhBBllSEbtr4Luz4C4IAxmOcyX6B2UB3WDGiOp7ODjQMUQpQHklAIIYQQZVHKVfh2GJzeAUBkdhemZQ+gV6uavNW9AQ5aGZhOCFEyJKEQQgghyppze2F1BCRfJF1x4tWMEfyktmXSY3UZ0a4miqLYOkIhRDkiCYUoe5yd4e+/b88LIUR5oaqwdzZseB2M2ZzTVGXYzRe4oKvOV32b0KV+ZVtHKIQohyShEGWPRgP169s6CiGEKFkZKfDD83BkDQAblLa8lDYcN48KrB7SkgZVPG0coBCivJKEQgghhCjtrp6AlYPg2gmMio7p2f2Zk9WFev6ezItogb+ntNYKIWxHEgpR9mRmwrRppvlJk2SkbCGEfft7DXw/BrJSSXGsxJDk/3JADaFTXV8+7dsUV718lAshbEvehUTZk5UFU6ea5l99VRIKIYR9UlXY/j/YNh2AaJem9LvxDNfwZPhDNZn0WF20Gnn4Wghhe3bZp9zly5cZMWIE/v7+ODk5UadOHd566y0yMzPv6TiKohQ6zZgxw0rRCyGEKPdUFba8Y04m1rr2oeuNl4nXVODtHg148z/1JJkQQpQadtdCcfnyZVq3bs358+fp0aMHderUYdeuXUyePJnffvuNn3/+GY2m6HlU9erViYiIyLf+oYcesmDUQgghxC2qCpvfMg9WN8txGB9c74S7XsesAc0Iq1PJxgEKIURedpdQjB8/nnPnzvHFF1/w7LPPAqCqKkOHDmXhwoUsXLiQoUOHFvl4NWrUYMqUKVaKVgghhMhFVWHTZNj9KQAfaYfzWVJHqlRwJnJoS+r4uds4QCGEyM+ubnlKTk5m5cqV1KpVi9GjR5vXK4rC9OnT0Wg0zJkzx4YRCiGEEIVQVdjwhjmZ+NjhGT5L7UjtSq5891xbSSaEEKWWXbVQ/Pbbb2RkZPDII4/kGyXU39+fhg0bsnfvXtLT03FycirSMRMSEpg7dy5xcXFUqlSJ8PBwgoODrRG+EEKI8kpVYf0k+P0LAD7Rj+bTxPZUr+jCspEP4OtetM8sIYSwBbtKKKKjowEK/cIfHBzMoUOHOHXqFPXq1SvSMQ8dOsTIkSPNy4qiMGDAAGbPno2Li8v9By2EEKJ8U1VYNwH2fgXAp87P8Un8gwR4OrF0RGv8PCSZEEKUbnaVUCQmJgLg6VnwaKEeHh55yt3NuHHj6N27N8HBwSiKQlRUFJMmTWLJkiVkZ2ezfPnyO+6fkZFBRkaGeTkpKQkAg8GAwWAoUgzFYTAYMBqNVj2HTTk4wG+/3Z631+ssxey+jgmbKzd1TFVR1o1Hs38uKgqzXJ/n4+sPUMlNz6JhLfH30Nv/a2Aj5aaOCZuxZB0r7fW0VCYUPj4+XL9+vcjlt27dSnh4uMXjeP/99/Msd+jQgc2bN9O4cWNWrFjBG2+8Qf369Qvdf/r06UzNGS8hl9jYWNzc3Cwebw6j0ciNGzeIiYm5px6typQKFUx/T52yaRjlVbmoY8KmykUdU434HXgfr5g1qCh86vxfPrn+AB56DW939CU7/iLR8bYO0n6VizombMqSdSwlJcVCUVlHqUwo+vXrR3JycpHLV65cGbjdMlFYC0ROC0FhLRhF4eLiQr9+/Xj77bfZvXv3HROKiRMn8vLLL+c5f2BgILVr1za3lliDwWAgJiaGoKAgtFqt1c4jyi+pY8La7L6OqUaUn19GcyuZ+NrrFT651Ax3Jx2Lh7WkQZXif06JorH7OiZszpJ1LOc7bGlVKhOKmTNnFmu/nGcncp6l+Lfo6Gg0Gg21atUqdmxgakEBSEtLu2M5vV6PXq/Pt16r1Vr9zUuj0ZTIeWwiMxM+NfWCwtixMlK2jdh1HROlgt3WMaMRfnoJohajKhrm+bzG9PONcHHUsmBoKxpX87J1hOWG3dYxUWpYqo6V9jpaKhOK4nrggQfQ6/Vs3LgRVVXz9PR06dIlDh8+TOvWrYvcw1Nh9u7dC5jGqBA2kJUFr71mmv/vfyWhEEKUHRkppmTi8CpURcMCv4m8c6Y+ep2GuUNa0Ly6JBNCiLLHrm4a9PDw4Omnn+bUqVN89dVX5vWqqjJx4kSMRmOeHpvA1Mpw/Phxzp07l2d9VFRUgS0Qq1evZvny5fj4+NCpUyfrXIgQQgj7c3oHfNnmVjKhZUnAm0w9Ux8HrcJXg5rTtraPrSMUQohisasWCoAZM2awdetWnnvuOTZt2kSdOnXYuXMnu3fvpkuXLgwZMiRP+X379tGhQwfCwsLYtm2bef2nn37K2rVr6dixI9WqVUNVVQ4ePMjOnTtxcnJi4cKFVn2wWgghhJ3ISIGN/wf75wGgegYS6TOOt45UQqtRmNmvGR1CfG0cpBBCFJ/dJRT+/v7s3buXN954g59//pmffvqJatWqMXXqVMaPH1/kp+y7d+9OQkICBw8eZN26dWRnZ1OlShWGDx/OuHHjCA0NtfKVCCGEKPNObYcfxkCCqRXc2Hwo/zP0Z/bvV1EU+KhPY7o2qGzjIIUQ4v7YXUIBpqRi3rx5RSobHh6Oqqr51vfs2ZOePXtaOjQhhBDlQUYybJxsbpXAsxoXw97jv7958Of5qwBM79mQ7k2q2DBIIYSwDLtMKIQQQgibObUNvn8eEk2tEmqL4azwHM7U786RnpWAh5OOd3o25InGAbaNUwghLEQSCiGEEMISbsabnpU4uMi0XKEaNzp9xIv7PNmx6wwADwZV5IPejfH3dLZdnEIIYWGSUIiyx8kJtm69PS+EELakqnD0e/jlVUiNM61rMZxf/J9l4renSbx5Fb1Ow4RHQxnSpgYajXLn4wkhRBkjCYUoe7RaCA+3dRRCCAGJF+CXcXDiF9OyTx1SHvmQSQfd+WHXSQAaVvHk46cbE+TrbsNAhRDCeiShEEIIIe6V0Wh64HrTVMhMBo0DtHuZ7X6DGP/tSS4nXUSrUXiuQxDPPxyEg9auhn0SQog8JKEQZU9WFnz9tWn+mWfAwcG28Qghype4Y/DDC/DPPtNy1VYkdf6Qqb+rfLv+LwBq+rjyUZ/GNK0mI18LIeyfJBSi7MnMhDFjTPMREZJQCCFKRnYG7PgAdn0MxixwdINOU1jn3I03Fx/lanIGigIRbWvwapcQXBzlI1YIUT7Iu50QQghxN2f3mFolrkeblus8yo3waby5LYGf/4oCoFYlV97v1Yjm1b1tGKgQQpQ8SSiEEEKIwqQnmgaoOxBpWnb1RX30PX7IasmUuUeJT8tCq1F4pn0txnYMxslBa9t4hRDCBiShEEIIIQpy9AdTV7Apl03LzQYT98DrTPr1HzYdOwRAaGV33u/VmIZVPW0YqBBC2JYkFEIIIURuSZdMXcEe/8m07F0b9fFPWH2tJm9/cYjk9GwctArPPxzM6LDaOOqkBychRPkmCYUQQggBpq5gD0TCpimQkQQaHTw4lvMNxzDpx2h2Rpt6cGpc1ZP3ejUmpLKMKyGEECAJhRBCCAHpSbC8H5zdZVqu0hzjfz5lyRl3ZszaR1qmAb1Owyud6zDswZroZFwJIYQws7t3xB07djBu3Dg6dOiAp6cniqIQERFR7OOtX7+e8PBwPDw8cHd3Jzw8nPXr11suYHHv9Hr46SfTpNfbOhohhD34dbwpmXBwha7/49QT39H3+xT+7/sjpGUaaFXDm1/HtuOZ9rUlmRBCiH+xuxaK+fPns3DhQlxcXKhWrRpJSUnFPtbSpUsZOHAgPj4+DBkyBEVRWLVqFV27dmXJkiUMGDDAgpGLItPpoFs3W0chhLAXR76DQ8tA0WAY8A3zzvnx4cw9ZGQbcXHUMuHRUAa2ro5Go9g6UiGEKJXs7meWMWPG8Pfff5OUlERkZGSxjxMfH8+YMWPw8fHh4MGDzJw5k88++4yoqCgqV67MmDFjiI+Pt2DkQgghSlzSRfjxRQCuNx3Dkz+rTPvlOBnZRtoF+7D+xfYMblNDkgkhhLgDu0soWrRoQf369dFq768v8NWrV5OQkMDzzz9PYGCgeb2/vz8vvvgiCQkJrF69+n7DFcWRlQULFpimrCxbRyOEKKuMRlj7LKQnkObTiPb7WnHofALuTjree6oRi4a1ItDbxdZRCiFEqWd3CYWlbNu2DYDOnTvn29alSxcAtm/fXpIhiRyZmTB0qGnKzLR1NEKIsmrvV3BqG6rOmedujiY1W8MDtbzZ+FIYfVoGoijSKiGEEEVhd89QWEp0dDQAwcHB+bblrMspI4QQogwwGuHyXxC9wTT9sx+AdVWfZ+vxCvi46fliQHO8XR1tHKgQQpQtklAUIjExEQBPz/yjn7q6uqLVas1lCpORkUFGRoZ5OecBcYPBgMFgsGC0eRkMBoxGo1XPYVMGA1rzrAHs9TpLMbuvY8LmLFbHMpLg1DaUmI0oMZtQUq7k2RxX+yn+e7QxANN61MfTSSv1upyQ9zFhbZasY6W9npbKhMLHx4fr168XufzWrVsJDw+3XkDFNH36dKZOnZpvfWxsLG5ublY7r9Fo5MaNG8TExKDR2N9dbUpaGiG35mNiYlBd5B7nkmbvdUzYXrHrmKrimHQGt0t7cL24G5erf6Kotz+IjTpnUv1akRLQlus+DzByUwaqmk3nIHeq6RKJjr7zD0XCfsj7mLA2S9axlJQUC0VlHaUyoejXrx/JyclFLl+5cmWLx5DTMpGYmEjFihXzbEtNTcVgMBTYepHbxIkTefnll83LSUlJBAYGUrt2bTw8PCwecw6DwUBMTAxBQUH3/XB6qZSaap4NCgoCV1cbBlM+2X0dEzZ3T3Us6yac3YUSvdHUEpFwNs9m1TsINbgTalBnqNYGF50eXbaRj388yqXkfwio4MR7/Vrj7lQqPxKFlcj7mLA2S9ax+xkGoSSUynfPmTNn2joEgoOD2b9/P9HR0fkSijs9X5GbXq9HX8DAa1qt1upvXhqNpkTOYxO5rkmr1eZZFiXHruuYKBXuWMcSzsHJ9RC9EU7vgOybt7dpHaHGQxDcBYIfQalYGwW4mpzB1sNxbDkWx66Ya6RkZAPwQa/GVHCVQTLLI3kfE9ZmqTpW2utoqUwoSoOwsDCWL1/Ohg0beOCBB/JsyxkpOywszBahCSFE+XQzAXZ9ZEokrh7Pu82jCgR3Nk21wsDRFaNR5cjFJDZvOsnW43Ec+ifv7Uw+bo481yGItkE+JXcNQghhh8p9QpGWlsa5c+fMI2vn6NOnD+PHj2fmzJkMHTrUPBbFpUuX+OSTT6hQoQK9e/e2Vdjlm14Pq1bdnhdClA/fjYaTv5rmFS0EtobgR6BOF/CtB4pCSkY2u05eY8vxGLaeuMrV5Iw8h2hYxZOHQ315ONSXhlU8ZcA6IYSwALtLKHbt2sXcuXMBuHr1qnldREQEAKGhoUyYMMFcft++fXTo0IGwsDDz2BMAXl5ezJo1i0GDBtGsWTP69u2LRqNh5cqVXLlyhcWLF+Pl5VVi1yVy0elAkjkhypcrR24lEwr0+BJCuoKz6T34zLVUtuw+w5bjcew9fZ0sg2rezdVRy0PBPnQM9SM8pBK+Hk42ugAhhLBfdpdQxMTEsHDhwjzrYmNjiY2NBUy3KeVOKO5k4MCB+Pj4MH36dBYsWABAs2bNWLhwoXlwOyGEECVg96emv/WeILPB0+w/c4Mtx4+y5UQcp66m5ilavaKLuRWiVU1v9LrSfe+xEEKUdXaXUERERJhbI4oiPDwcVVUL3d61a1e6du1qgciExWRnw3ffmeZ79jS1WAgh7Ff8WTj8DQAzUh5l6dsbSb71QDWATqPQsoY3Hev60iHUl1o+rjLKtRBClCD5JibKnowM6NPHNJ+SIgmFEPbut1mgGjjk2IyvTnoA2VR0dSQ8xNQK0a6ODx5ODraOUgghyi35JiaEEKL0Sr0KBxcBptYJB63CkuGtaVnDWx6oFkKIUkKGhhRCCFFqKfu+hux0TutD+M1Yj+5NqtC6VkVJJoQQohSRhEIIIUSppMlKQdlv6rXvfymPAgqjw2rZNighhBD5SEIhhBCiVKoQuxYlPZE4x2qsN7SgU10/gnzdbR2WEEKIf5GEQgghROmTnYHX8eUAfJT2GCoang2X1gkhhCiNJKEQQghR6iiHV+KQfo0kh0p8m92WFtW9aF7d29ZhCSGEKID08iTKHkdHiIy8PS+EsB9XjsC+OSh/rQTgy8xHyULH6LDaNg5MCCFEYSShEGWPgwPcw+CFQohSLjsTjv0Af8yFc78BoADnneuxMD6cYF83Hg71tW2MQgghCiUJhRBCCNtI/AcOLIADCyE1zrROo4PQ/5DeJIInlqWThpFRYbWlm1ghhCjFJKEQZU92Nqxfb5rv0kVGyhaiLFFVOL0d9s2BE7+CajCtd/eH5hHQbAh4+PPt72eITz9CZU8nnmgcYNOQhRBC3Fmxvok1bdqUZ555hgEDBuDh4WHpmIS4s4wM+M9/TPMpKZJQCFEW3EyAQytMtzVdj769vkY7aDkCQruB1oGYuBQWb/2b1Qf+AWD4gzVw1En/IUIIUZoV65vYsWPHGDNmDOPGjaN3796MGDGChx56yNKxCSGEKOtSrsLWd+GvlZCVZlrn6A6N+5oSCd9QDEaVzceusOi3s+yKuWbeNdRHz9MtqtoocCGEEEVVrITi8uXLLFq0iHnz5rFo0SIWL15MnTp1GDlyJIMHD8bHx8fScQohhChr4s/A4p5w45RpuVJdaDUCGj0NendupGayclssS34/y4WEmwBoFOhU14+BD1SjkuE6rnppgRRCiNKuWO3IFSpU4IUXXuDQoUPs27ePkSNHcunSJcaNG0fVqlV5+umn2bBhg6VjLZIdO3Ywbtw4OnTogKenJ4qiEFHMHoEURSl0mjFjhmUDF0IIe3LlCMzrYkomKlSDiJ/hv79ByxEcvmpk3OpDPDB9M/9bd5wLCTfxcnFgdFhtdrzWga8Ht+DB2hVRFHkQWwghyoL7/umnRYsWtGjRgo8//piVK1cyf/58Vq9ezTfffEO1atUYMWIEw4YNw9/f3xLx3tX8+fNZuHAhLi4uVKtWjaSkpPs6XvXq1QtMSOQWLyGEKMS532FZH0hPBN96MHANmS5+/PLnRRb+doaocwnmog2qeDCkTQ0ebxyAk4PWdjELIYQoNou1JTs7O/PEE08QHx/PqVOnuHjxImfPnuXNN9/krbfeYuTIkbz33nu4uLhY6pQFGjNmDK+++iqhoaH88ccftGnT5r6OV6NGDaZMmWKZ4IQQwt6d3ACrBkP2TQhsTcpTy/j69+ss23eEaykZADhoFbo19Gdw2xo0DawgLRFCCFHGWSSh2LRpE3PnzuX7778nMzMTPz8/Jk2axJAhQ4iKiuKjjz7iyy+/JC0tjfnz51vilIVq0aKFVY8vhBCiEH+tgrXPgjEbgjtz/bGviVh8hMMXEgHw89AzsHV1+raqRiV3vY2DFUIIYSnFTiguXrzI/PnziYyM5MyZMwA88sgjPPPMM3Tv3h2t1tR0HRwcTJ8+fXj88cf5/vvvLRJ0SUpISGDu3LnExcVRqVIlwsPDCQ4OtnVY5ZujI8yadXteCGF7v38J6yaY5hs9zcWwDxg4/yCnrqbi7erIW93r06V+ZRy00gWsEELYm2IlFI8//jjr1q3DYDDg5+fHhAkTGDlyJDVq1Ch0n7Zt2/LLL78UN06bOXToECNHjjQvK4rCgAEDmD179l1v38rIyCAjI8O8nPM8h8FgwGAwWCfgW8c3Go1WPYdNaTQwevTtZXu9zlLM7uuYKDpVRdk2Dc2uDwEwthpFbNOJDP76Dy4lpuPv6cSioS2oVckNUItcZ6SOCWuTOiaszZJ1rLTX02IlFD///HOe1ghdEQYWe/zxxwkIKFujneaMsxEcHIyiKERFRTFp0iSWLFlCdnY2y5cvv+P+06dPZ+rUqfnWx8bG4ubmZq2wMRqN3Lhxg5iYGDQa+TVQWJ7UMQGA0YDfgffxiv0OgKsNR/O7Rz/e+Op3EjOMBHo6MK2zH4aES0Qn3OOhpY4JK5M6JqzNknUsJSXFQlFZh6KqqnqvO50+fZqaNWtaIx4AfHx8uH79epHLb926lfDw8Hzrf//9d9q0acOQIUNYsGCBRWJLS0ujcePGxMTE8Pfff1O/fv1CyxbUQhEYGMiNGzesOsK4wWAgJiaGoKAg861ndsVggJ07TfPt2oE9XmMpZ/d1TNxddgaataNQjv2AioL62If87v0Ezyw+QEqGgQYBHsyPaEFF1+Ldlih1TFib1DFhbZasY0lJSXh7e5OYmGjV75DFVawWirfffpsePXrwxBNPFFrml19+4ZtvvinWQ9j9+vUjOTm5yOUrV658z+coLhcXF/r168fbb7/N7t2775hQ6PV69Pr8Dx5qtVqrv3lpNJoSOY9NpKdDp06m+ZQUeY7CRuy6jok7y0iGFQPg9HbQOqI8OYdNShueW7CfzGwjD9TyZs7gFrg7OdzXaaSOCWuTOiaszVJ1rLTX0WIlFAsWLKBGjRp3TCgOHz7MwoULi5VQzJw5szhhlZickcDT0tJsHIkQQpSw1GuwtBdcjAIHV+i7lDWJwbz6zQEMRpVOdf2Y1b+pjCkhhBDliMXGofi39PT0Ij1bURbt3bsX4I4PoQshhN3JTIPFPeHyX+BSEQasZv5pb9766RAATzWryv+eaohOenISQohypdjv+oUNRKSqKufPn+eXX34pEw9hp6Wlcfz4cc6dO5dnfVRUVIEtEKtXr2b58uX4+PjQKee2GyGEsHeqCj+MuZVM+KAO/ZWPjrrz1k9HARj2YE3e79VIkgkhhCiHityEoNFo8iQRU6ZMueMI0qqqMn78+PsKrjh27drF3LlzAbh69ap5XUREBAChoaFMmDDBXH7fvn106NCBsLAwtm3bZl7/6aefsnbtWjp27Ei1atVQVZWDBw+yc+dOnJycWLhwoVV7ahJCiFJl96fw97eg0WHsvZCpe7JY+NtZAF55pA5jHg6SEa+FEKKcKnJC0b59e/OHxY4dO6hWrVqBt/xotVq8vb15+OGH84zfUFJiYmJYuHBhnnWxsbHExsYCEBYWliehKEz37t1JSEjg4MGDrFu3juzsbKpUqcLw4cMZN24coaGhVolfCCFKnehNsGkKAIYu03l5ryvf/3kWRYG3nqjPoDY1bBqeEEII2ypyQpH713uNRsPQoUP5v//7P2vEdF8iIiLMrRFFER4eTkE95/bs2ZOePXtaMDIhhCiDrsXAN8MAFbXZEJ6PbsYvf19Ep1H4sE9jujepYusIhRBC2Fixnpo2Go2WjkOIonNwgPfeuz0vhLCOlDhY0R8yEiGwNZ/pR/HL32dw1Gr4alAzHg71s3WEQgghSgH77IZJ2DdHR3j1VVtHIYR9O7IWfn4Z0q6DewCbG33Ax9+eAeDdng0kmRBCCGFWpIRi2LBhKIrCtGnT8PPzY9iwYUU6uKIozJs3774CFEIIUYLSbsAv40wPYAP4NSSm/SeMWXERMPXm1LtFoA0DFEIIUdoUKaFYsGABiqIwfvx4/Pz8WLBgQZEOLgmFsAqDAQ4eNM03awalfPRIIcqME+vgxxcg5QooWmj3Mtebj2XIl39wM8tAu2AfJj0mHVIIIYTIq0gJxenTpwGoUqVKnmUhbCI9HVq1Ms2npICrq23jEaKsS0+EdZPgzyWmZZ8Q6Pkl6b5NeHb+Pi4k3KRGRRdm9Wsm40wIIYTIp0gJRfXq1e+4LIQQooyK3Qrfj4GkfwAF2o6BDm/w15V0Xp65i5i4FNz0OuYOaYGni3SCIIQQIj95KFsIIcqjjBTY+H+w/9ZtqV41oceXZFZpzaytMXy+NQaDUaWSu57P+jYlyNfdtvEKIYQotYrVdr1w4UKaN2/OxYsXC9x+8eJFmjdvzrJly+4rOCGEEFZwdg989eDtZKLlSHh2Nyf0Dej5xW4+2xyNwajyn0b+bHixPW1qV7RtvEIIIUq1YrVQLFiwAEdHRwICAgrcHhAQgLOzM/PmzaN///73FaAQQggLyboJW96B3z4HVPAMhO6zMNQIY87OU3y04SSZBiMVXBx4u3sDHm9c8Hu8EEIIkVuxEoqjR4/y1FNP3bFMkyZN+Pbbb4sVlBBCCAv75wCsHQ3XTpqWmw6CLtM4naLlla/2cPBcAgAdQ32Z/lRDfN2dbBerEEKIMqVYCUViYiJeXl53LOPh4UF8fHyxghJCCGEh2Rmw/X+w62NQjeDmB0/MxBjUmcW/n2X6r8dIzzLiptfxf4/Xo3fzqiiKYuuohRBClCHFSigCAgL4888/71jm0KFD+PnJSKrCChwcYPLk2/NCiIJd/hu+GwVX/jYtN+wNj77HPxlOvDZvL3tirwPQtnZF3uvViKpeLjYMVgghRFlVrISic+fOzJ07l40bN/LII4/k275hwwbWrVvH8OHD7ztAIfJxdIQpU2wdhRClW/IViHwMMhLBpSL852PUuk+w+sA/vPXjH6RkZOPkoGHio3UZ9EB1NBpplRBCCFE8xerlacKECbi5ufHYY48xbNgwli9fzo4dO1i+fDlDhw6lW7dueHh4MHHiREvHe0epqaksWbKEPn36UKdOHZydnalQoQJhYWEsX768WMdcv3494eHheHh44O7uTnh4OOvXr7dw5EIIYWFb3jIlE5UbwX/3Ele1CyMW7ue1b/4iJSObZtUq8OvY9gxpW0OSCSGEEPelWC0UNWrU4Ndff+Xpp59mwYIFLFy40LxNVVWqVq3KqlWrqFmzpsUCLYqdO3cyaNAgKlasSMeOHXnqqaeIi4tjzZo19O/fnz179jBz5swiH2/p0qUMHDgQHx8fhgwZgqIorFq1iq5du7JkyRIGDBhgxasRhTIa4dgx03zduqCRkXuFyOPinxC11DTf7SN+OpXFG2t3kJCWhaNWw8ud6zCyXS20kkgIIYSwAEVVVbW4O2dmZvLDDz+wb98+EhISqFChAq1ateKJJ57A0dHRknEWyaFDhzhy5Ai9e/fGIde99VeuXKF169acPXuWffv20bJly7seKz4+nlq1aqHT6Th48CCBgYEAXLp0iWbNmpGens6pU6fu+nB6bklJSXh6epKYmIiHh8e9X2ARGQwGoqOjCQ4ORqvVWu08NpOaCm5upvmUFHB1tW085ZDd17GyTFVhQTc4u5uMuk/ximEMP/11CYD6AR581KcJIZVL/yB1UseEtUkdE9ZmyTpWUt8hi+u+Rsp2dHSkV69e9OrVy1Lx3JfGjRvTuHHjfOv9/PwYNWoUkyZNYvv27UVKKFavXk1CQgJTp041JxMA/v7+vPjii0yYMIHVq1fzzDPPWPQahBDivhz7Ac7uRtU5M+B0V/YnXEKrUXiuQxBjOgThqJMWPSGEEJZlkU+W1NRULl26RGpqqiUOZxU5LRY6XdFyqG3btgGmB9D/rUuXLgBs377dMsEJIYQlZKXDhjcB+K3yAPYnuOLv6cSaZ9vy8iN1JJkQQghhFcVuocjKyuL9999nwYIFxMbGmtfXqlWLoUOHMm7cOJvc9lQQg8HAokWLUBSFTp06FWmf6OhoAIKDg/Nty1mXU6YwGRkZZGRkmJeTkpLM8RgMhiLFURwGgwGj0WjVc9iUwYDWPGsAe73OUszu61gZpfz2OZqEs2S7Vua/Zx4C4M1uoTQIcC9z/1ZSx4S1SR0T1mbJOlba62mxEoqbN2/yyCOP8Ntvv6HVaqlTpw6VK1fmypUrxMbG8uabb/LTTz+xefNmnJ2dLR3zPXvzzTc5fPgww4YNo0GDBkXaJzExEQBPT89821xdXdFqteYyhZk+fTpTp07Ntz42Nha3nGcArMBoNHLjxg1iYmLQ2OEDy0paGiG35mNiYlBdpO/8kmbvdaws0t68Tq0dHwAwV9ePhGxHGlV2oqZDEtHRyTaO7t5JHRPWJnVMWJsl61hKSoqForKOYiUU7733Hnv27KF///7MmDGDqlWrmrddvHiRCRMmsGTJEt577z0m5wxAdg98fHy4fv16kctv3bqV8PDwArd9/fXXTJ8+naZNm/Lpp5/ecyz3Y+LEibz88svm5aSkJAIDA6ldu7bVH8qOiYkhKCjIPh80y3VrXVBQkDyUbQN2X8fKIOXHmWiy00ip2Jj/XWiORoFpvZpRx7/0PbxXFFLHhLVJHRPWZsk6lnOXS2lVrIRixYoVtGjRgiVLluTbFhAQwKJFizh+/DgrVqwoVkLRr18/kpOL/ota5cqVC1wfGRnJ6NGjadiwIRs3brynVoGclonExEQqVqyYZ1tqaioGg6HA1ovc9Ho9er0+33qtVmv1Ny+NRlMi57GJXNek1WrzLIuSY9d1rKy5dAj+NHUTOyVrICoa+rasRoOqRe+FrjSSOiasTeqYsDZL1bHSXkeLlVCcOXOGl1566Y5lOnbsyCeffFKcw9/TWBGFmT9/PiNHjqRevXps3rw5X1JwN8HBwezfv5/o6Oh8+97p+QpRAhwcYNy42/NClGeqCusmAipnAx7jm1NVcNfreKVzHVtHJoQQopwo1g1dLi4uXL169Y5lrl69iouN7m2fP38+I0aMIDQ0lC1btlCpUqV7PkZYWBgAGzZsyLctZ6TsnDKihDk6wvvvm6ZS8uC/ECXuxin4/UtY9IS5m9j/XukOwAsdg/Fxy986KoQQQlhDsRKKBx54gBUrVnDkyJECtx89epSVK1fSpk2b+wquOObNm5cnmfD19b1j+bS0NI4fP865c+fyrO/Tpw+enp7MnDmT8+fPm9dfunSJTz75hAoVKtC7d2+rXIMQQuRjyIIzu2DDGzCrJXzWFNZNgNM7ANgSMIojqe7U9HFlSNsato1VCCFEuVKsW55ef/11Nm7cSMuWLRk+fDhhYWH4+flx5coVtm3bRmRkJFlZWUycONHS8d7Rli1bGDlyJKqq0r59e7788st8ZZo0aUKPHj3My/v27aNDhw6EhYWZx54A8PLyYtasWQwaNIhmzZrRt29fNBoNK1eu5MqVKyxevPieRskWFmQ0Qk4CWK0aSO8cwl6l3YCYTXBynelveq6e5TQ6qNYG6nTlgm87no28CBh5/bG6Mt6EEEKIElWshKJt27YsX76cESNG8Pnnn/PFF1+Yt6mqiqenJwsXLuTBBx+0WKBFce7cOVRVBWD27NkFlhkyZEiehOJOBg4ciI+PD9OnT2fBggUANGvWjIULF5oHtxM2cPMm1Kxpmk9JkV6ehP1QVbh63JRAnFwP5/eCary93dkbgjtDnS5Q+2FwrgDAW4v3k2kw0i7Yh45179wqK4QQQlhasQe2e+qpp+jSpQtr164lKiqKpKQkPDw8aNq0Kd27d8fd3d2ScRZJREQEERER97RPeHi4OQkpSNeuXenatet9RiaEEIXISoezu0wJxMl1kJD39kt865sSiDpdoWoL0Jh6+kjNyGbXkctsOnqF9UeuoNUovPmfeiiKYoOLEEIIUZ4VO6EAcHNzY+DAgQwcONBS8QghhP3LzoDDq+HErxC7FbJuj62CVg81299KIrpAhWrmTeeup7Hl+BU2H49j76kbZBput14Mf6gmdfxK/occIYQQ4r4SCiGEEPcoIxlW9Dc/TA2AW+XbrRC1wsDRdBtflsHIgVPX2Xo8js3H44iJyztSajVvFx4O9aVjXV8eCvIpyasQQgghzIqUUCxatKjYJxg8eHCx9xVCCLuSdgOWPAUXD4KjG7R93pRE+DeGW7cq3UjNZPuRf9h8LI4dJ6+SlJ5t3l2rUWhZw4uOoX50CPWldiVXucVJCCGEzRUpoYiIiLjnDy1VVVEURRIKIYQASLoIi3uaHrp29oaB30KVZqiqyvHLyWw5HseW43FEnYvHmOuxLi8XBzqE+PJwXV/aBVfC01kGcxRCCFG6FCmhiIyMtHYcQghhv26cgkXdTQ9cuwdgHLiG7QkV2fTdYbYej+NiYnqe4nX9PXg4tBIPh/rRJLACWo20QgghhCi9ipRQDBkyxNpxCFF0Oh3897+354UozS7/DUuehJQr4F2LjP5reHl9PD8f/sNcRK/T8FCQDx1CfXk41JeACs42DFgIIYS4N/JtTJQ9ej18/rmtoxDi7s7vg6W9TAPS+TUgrc8qRq39h53R13DQKvRpEUinun60qV0RJwetraMVQgghiuW+EoqoqCiWL1/O8ePHSUtLY9OmTQCcPXuWvXv30qlTJ7y9vS0SqBBClCmxW2DFAMhKg8DWJPZcQsSKaKLOJeDiqGX2oOa0C65k6yiFEEKI+1bshOK1117jww8/NA8Kl/uhbVVV6d+/Px9++CFjx469/yiFyE1V4do107yPj7l3HCFKjaPfwzfDwZgFtTty5bE5DF54hBNXkvF0diByaEuaVfOydZRCCCGERWiKs1NkZCQffPAB//nPf/jrr7+YOHFinu01atSgVatW/PDDDxYJUog80tLA19c0paXZOhoh8jq4GFZHmJKJej0422UeveYd4sSVZHzd9awa1UaSCSGEEHalWC0UX3zxBXXr1uXbb79Fp9Ph6OiYr0xoaKj5FighhCgX9syCDa+b5psN5ljztxg85wBXkzOoXtGFJcNbE+jtYtsYhRBCCAsrVgvF0aNHeeSRR9DdoYcdPz8/4uLiih2YEEKUGaoKm9++nUy0fYEDjabw9Jx9XE3OILSyO6tHt5FkQgghhF0qVguFTqcjMzPzjmUuXryIm5tbsYISQogyw2iAX16F/fNMyx0ns813IKPn7SM9y0jz6l7MH9ISTxcZkE4IIYR9KlYLRcOGDdm6dStGo7HA7Tk9PjVv3vy+grtXqampLFmyhD59+lCnTh2cnZ2pUKECYWFhLF++/J6PpyhKodOMGTOscAVCiDIlKx1WDb6VTCjQ7SN+9OjLyEX7Sc8yElanEouHt5JkQgghhF0rVgvFsGHDGDFiBM8++ywzZ87Msy0pKYkRI0Zw+fJlPv30U4sEWVQ7d+5k0KBBVKxYkY4dO/LUU08RFxfHmjVr6N+/P3v27MkX791Ur16diIiIfOsfeughC0UthCiTbibA8n5wbg9oHeHJOSxLacbrK6JQVXi8cQAf9m6Mo65Yv9sIIYQQZUaRE4rs7GzzMxPDhg1j8+bNzJkzh+XLl1OhQgUAWrVqxbFjx0hNTSUiIoJevXpZJejC+Pv7s3TpUnr37o2Dw+1fBKdNm0br1q2ZNWsWgwcPpmXLlkU+Zo0aNZgyZYoVohVClFmJF0wD1sUdBb0Hat9lfHnWn/fWHQZg4APVmPpEA7Qa6dJYCCGE/SvyT2cBAQGMGzeOo0ePArB06VJmz55NzZo1uXDhAqqqsn//fqpVq8aXX37J/PnzrRZ0YRo3bkz//v3zJBNgekB81KhRAGzfvr3E4xIWptPBkCGm6Q4dAwhhFVdPwLzOpmTCrTLGiF9490hF3lt3AoDnHw7i7e6STAghhCg/ivxtLDExkY8++oiPP/6Y1q1bM3z4cPr168fIkSO5efMm8fHxeHh4lNoHsXOSjDv1TFWQhIQE5s6dS1xcHJUqVSI8PJzg4GBrhCiKSq+HBQtsHYUoj87thWV9ID0BKgaT2e8bXt0Uz/d/ngPgjW51GdGulm1jFEIIIUpYkb9dX7p0icWLFxMZGcnvv//O3r17efHFF+nTpw/Dhg3jwQcftGac98VgMLBo0SIURaFTp073tO+hQ4cYOXKkeVlRFAYMGMDs2bNxcZEuIIUoN47/At8Mhex0qNqSlKeW8eya0+yMvoZOo/B+70b0bFrV1lEKIYQQJa7ICYW3tzdjx45l7NixHDx4kPnz57N8+XIiIyNZsGABderUYdiwYQwePBg/Pz9rxnzP3nzzTQ4fPsywYcNo0KBBkfcbN24cvXv3Jjg4GEVRiIqKYtKkSSxZsoTs7Oy79hyVkZFBRkaGeTkpKQkwJTgGg6F4F1MEBoMBo9Fo1XPYlKreHiHbxQUUubWkpNl9HfsXJWoRys8vo6hG1ODOxHX5kmGLj3HkYhIujlo+79+E9sGVys3rURLKWx0TJU/qmLA2S9ax0l5PFVVV1eLunJmZyZo1a5g/fz5btmxBVVW0Wi3dunVj+PDhPPbYY2g0997DiY+PD9evXy9y+a1btxIeHl7gtq+//ppRo0bRtGlTduzYcd+3ZKWlpdG4cWNiYmL4+++/qV+/fqFlp0yZwtSpU/Ot/+OPP6x6a5jRaOTGjRt4e3sX6/Uv7ZS0NEJudUl84sABVGkpKnH2XsfMVJWKRyOpdHg2AAk1/0NUyDgmbY7jUnI2nk4a3urkT4iPk40DtT/lpo4Jm5E6JqzNknUsJSWFli1bkpiYiIeHh4UitJz7Sihy++eff8ytFadPn0ZRFCpXrsyFCxfu+VjPP/88ycnJRS4/YcIEQkND862PjIxk+PDhNGjQgK1bt1KxYsV7jqUg//d//8fbb7/N7NmzeeaZZwotV1ALRWBgIDdu3LBqZTAYDMTExBAUFIRWq7XaeWwmNRWtpycAhsREcHW1cUDlj93XMQCjAWXdeDQHTB1MGB96hb+Cn2P4ooNcT80k0MuZyIgW1PSR+mcN5aKOCZuSOiaszZJ1LCkpCW9v71KbUFisi5yqVavy5ptv0qdPH0aMGMHu3bu5fPlysY51r2NFFGT+/PmMHDmSevXqsXnzZoslE2BqQQFTa8Wd6PV69Hp9vvVardbqb14ajaZEzmMTua5Jq9XmWRYlx67rWFY6rBkBx34EFHj0PXZ59WT0vD9IyzRQP8CDyKEt8XWXlglrsus6JkoFqWPC2ixVx0p7HbVIQpGamsqqVauYP38+e/bsQVVVXFxcSnwcihzz589nxIgR1K1bly1btlCpUiWLHn/v3r2AaYwKIYSdSb0OKwfmGrDua9ZmtmLcgj/INqo8GFSRrwY2x91JRr8WQggh4D4Tip07dzJ//ny++eYb0tLSUFWVli1bmruUdXd3t1ScRTZv3jxGjhxJaGgoW7ZswdfX947l09LSOHfuHC4uLlSrVs28PioqipCQkHw9Oa1evZrly5fj4+Nzzz1GCSFKucuHYUV/SDgHeg/ou5Q556vy7i9/AvBE4wA+kNGvhRBCiDzuOaG4cOECCxcuZMGCBcTGxqKqKhUrVmTEiBHm5xVsZcuWLYwcORJVVWnfvj1ffvllvjJNmjShR48e5uV9+/bRoUMHwsLC2LZtm3n9p59+ytq1a+nYsSPVqlVDVVUOHjzIzp07cXJyYuHChaV2zA0hRDEc+Q7W/hey0sCrJsanlzFtP8zddQyAYQ/W5I1uddHIgHVCCCFEHkVOKFatWkVkZCSbNm3CYDCg0Wjo3Lkzw4YNo0ePHvlGp7aFc+fOkfOM+ezZswssM2TIkDwJRWG6d+9OQkICBw8eZN26dWRnZ1OlShWGDx/OuHHjCnwIXAhRBhmNsPUd2PmhablWBzJ7zuPVn8/x/Z8XAZj0WCgj29VCkS6KhRBCiHyKnFD07dsXMD03MHToUIYOHUrVqqVrEKeIiAgiIiLuaZ/w8HAK6uiqZ8+e9OzZ00KRCYvSaiHn+ZxS/pCSKOXSE2HNM3BynWm5zRgSH3qDMSv+Mg9Y916vRjzZrHS91wkhhBClyT0lFMOHD6djx47WjEeIu3NygtWrbR2FKOuuRcPyfnA9GrR6eGImJ/weY9QXv3Pmehoujlq+GNCM8JA7P4clhBBClHdFTiiWLVtmzTiEEKLkRG+Eb4ZDRiJ4VIGnl/DLDX/GfbGbtEwDVSo4M3tQcxpU8bR1pEIIIUSpZ7FxKIQQotRTVdj9CWyaCqgQ+ACG3gv5YE8CX247CMCDQRWZ2a8Z3q6ONg1VCCGEKCskoRBlT2oq5PSwlZIiI2WLoslMgx/GwN/fmpabR5AQ/i4vrD7KjpNXARjZribju4ai00q3sEIIIURRSUIhhLB/CedgxQC4/BdodPDoexwP7M0zX/7BuRtpODlo+N9TjejepIqtIxVCCCHKHEkohBD27cwuWDUY0q6Diw/0WcRPSTV59fM93MwyUNXLma8HtaBegIetIxVCCCHKJEkohBD2SVXhj7mwbgIYs6FyIwxPL+W931OZvT0KgIeCfJjZryle8ryEEEIIUWySUAgh7E9WOvzyCkQtMS03eIqERz7i+W9OsDP6GgCj2tfi1S4h8ryEEEIIcZ8koRBC2JfEC7ByIFw8CIoGOk7maM2hjJp9gPM3buLsoOW9Xo14vHGArSMVQggh7IIkFEII+3FmN6weAqlXwdkLes3nh5RQXvtqD+lZRgK9Tc9L1PWX5yWEEEIIS5GEQpQ9Wi089tjteSFUFfZ9DesnmZ6X8GtIdu/FvLcvna93mJ6XaBdsel6igos8LyGEEEJYkiQUouxxcoKff7Z1FKK0yLoJP70Eh5ablhv04lrHD3h+9Ql+O3UdgGfDazOucwhajWLDQIUQQgj7JAmFEKLsSjgPKwfApUOm5yUeeZs/qw7g2a8OcikxHRdHLe/3aky3Rv62jlQIIYSwW3aXUMyYMYMtW7Zw7Ngxrl27houLCzVr1qR///6MHj0aFxeXezre+vXrmT59OgcPHkRVVZo3b87EiRPp0qWLla5ACFEkp3fA6ohb40tURO01n+VXazFl9u9kGozU8nFl9qDmBPu52zrSUsVgMJCVlWXrMO7KYDBgNBpJT09HK7c2CiuQOias7V7qmIODQ5muh4qqqqqtg7CkmjVr4uPjQ8OGDfH19SUlJYVt27Zx5MgRGjduzJ49e4qcVCxdupSBAwfi4+ND3759URSFVatWceXKFZYsWcKAAQPuKbakpCQ8PT1JTEzEw8N6D4UaDAaio6MJDg4u05WzUKmp4Otrmo+LA1dX28ZTDtm0jqkq/P4lbHgDVAP4Nyb9qUX837ZEVu3/B4DO9fz4sE9j3J0cSja2UkxVVS5fvkxCQoKtQykSVVXJzs5Gp9OhKHKrmrA8qWPC2u61jlWoUIHKlSsXWLakvkMWl90lFOnp6Tg5OeVbP3jwYBYvXsysWbN47rnn7nqc+Ph4atWqhU6n4+DBgwQGBgJw6dIlmjVrRnp6OqdOncLLy6vIsUlCYSGpqeDmZppPSZGEwgZsVscy0+DHF+DwatNyo778024az644xuELiWgUeKVzCM+G1UYjz0vkcenSJRISEvD19cXFxaXUf4FSVZWMjAz0en2pj1WUTVLHhLUVtY6pqkpaWhpxcXFUqFABf//8t+mW9oTC7m55KiiZAOjVqxeLFy8mJiamSMdZvXo1CQkJTJ061ZxMAPj7+/Piiy8yYcIEVq9ezTPPPGORuIUQdxF/xjS+xOXDoGihyzR2eT/F818eID4tCy8XBz7r15R2wZVsHWmpYzAYzMlExYoVbR1OkeT81uXk5CRf9oRVSB0T1nYvdczZ2RmAuLg4fH19y9wPwuVmiNifb/UK1KBBgyKV37ZtGwCdO3fOty3n+Ynt27dbJjghxJ3FboWvw03JhIsP6uDv+SK9E4Mj9xGflkXDKp78+PxDkkwUIueZiXt9hkwIIUTJyXmPLgvPuf2b3bVQ5Pjkk09ISEggISGB3bt3s3//fjp37szgwYOLtH90dDQAwcHB+bblrMspI4Swgqx0OPYDHFgIZ3eZ1gU0I6VHJK+sv8b6IycA6N28Km/3aICTQ9n6NccW5FdYIYQovcrye7RdJxRnz541Lw8cOJAvv/wSB4eiPaSZmJgIgKenZ75trq6uaLVac5nCZGRkkJGRYV5OSkoCTLcfGAyGIsVRHDm9CljzHDZlMKA1zxrAXq+zFLNqHYs7hhK1COXwKpSb8QCoiga16SBimr7O6EXHOHUtFQetwv/9py79WgaiKNhvfbcAg8GAqqrmqSzIifN+461ZsyZjx47lxRdftEBUlj+esB1L1TEhCnOvdSznPbqg74ml/TOuVCYUPj4+XL9+vcjlt27dSnh4eJ51Z86cAeDy5cts3bqV1157jdatW7N+/XqqVq1qwWgLN336dKZOnZpvfWxsLG45DxVbgdFo5MaNG8TExKDR2N9dbUpaGiG35mNiYlDlNo4SZ+k6pmSn435+MxVi1+Jy7S/z+iwXPxJqPUFircfZGufKR7MPcDNbxcdFyxsdKhPqlVHk56LKM6PRSHZ2dp4fOMqCJ598koyMDPMtq7nt3buXDh06sHv3bpo2bVroMXJ6WUlPT7dITDt27MDV1dV8PBcXF1asWMETTzxhkeOLkpWdnW3rEISdu5c6lpGRQXZ2NmfPns332ZqSkmLp0CyqVCYU/fr1Izk5ucjlK1eufMdt/fr1IygoiFatWvHKK6+wcuXKux4zp2UiMTEx30OMqampGAyGAlsvcps4cSIvv/yyeTkpKYnAwEBq165t9V6eYmJiCAoKKnMP9RTJzZuo7dsDEFSnDtx6kEmUHIvVsct/326NyDC14KmKFup0xdhsMJpaD6OkG1i+7RTzdp8BoHVNbz7r2xgfN70FrqR8SE9P5+zZs+j1+kI7rihtVFUlIiKCfv36ceXKFapXr55n+5IlS2jSpAlt2rS543EURUGn01nsunN30pHD0dGxzLyu4racX42llydhLcWpYzqdjurVq+d7T8m5y6W0KpUJxcyZMy1+zJYtW+Ll5WV+2PpugoOD2b9/P9HR0fkSijs9X5GbXq9Hr8//pUer1Vr9i75GoymR89iEmxvceiDeDq+uzCh2HctIgb+/hYML4cKB2+srVIfmQ1CaDEB182PfqRus+PYIv/59mcxsIwDPtK/Fa11C0Gntr+XNmrRaLYqimKey4rHHHsPX15eFCxcyefJk8/q0tDRWrVrFtGnT+O2335gwYQJ//PEHPj4+9OzZk+nTp+Oaqzvp3Nd97tw5nn/+eTZv3oxGo6Fr167MnDkTPz8/c/kffviBt956i7///hs3Nzfat2/PmjVrAKhRowYvvvgiL774IjVq1ABMLSkA1atXZ9u2bdSqVYt9+/bRokUL8zFnzpzJBx98wJkzZ8rUv0F5UNb+vxBlT1HrWE65gj5bS/v3uXLzqZySkkJiYiI6XdFyqLCwMAA2bNiQb9v69evzlBFCFEHyFfjxRfgwxDSWxIUDoHGAej1g0Fp44U+uNR3D7IOpdPxwO/3m/M73f14kM9tIPX8PvhrYnEmP1ZVkwkJUVSUtM9smU1HvJ9bpdAwaNIgFCxbk2Wf16tVkZmbSuHFjunTpwpNPPslff/3FypUr2bVrF2PGjCn0mnv06MGNGzfYvn07GzduJDY2lqefftpc5ueff+bJJ5+kW7duREVFsXnz5jyJQW5//PEHAJGRkVy6dIk//viDGjVq0KlTJyIjI/OUjYyMJCIiQr64CiHskl0NbHf27FlUVTX/apQjKyuLZ599lnnz5jF8+HDmzp1r3paWlsa5c+dwcXGhWrVq5vXx8fHUrFkTBwcHGdhOiH+55zp29QQs6QWJ50zL3rWh+RBo3B+jiw+7Y6+xYt95Nhy9TJbB9Jbk6qjliSYB9GtVjYZVPOWL2H1IT0/n9OnT1KxZ09yMnpaZTb3/W2+TeI6+1QUXxzv/uKOqKunp6Zw5c4Z69eqxZcsWOnToAJh+zKlSpQo6nQ5nZ2dmz55t3m/Xrl2EhYWRmpqKk5NTnhaFjRs38uijj3L69Gnze/rRo0epX78++/bto2XLlrRt25ZatWqxZMmSAuPKfTww/aL43Xff0aNHD3OZVatWMXr0aC5duoRer+fQoUM0bdqUU6dO5ft8EraTU8dkHAphLfdaxwp6r84hA9uVoKioKJ566inatWtHcHAwPj4+XLlyhU2bNnH+/HlCQkJ499138+yzb98+OnToQFhYWJ7boby8vJg1axaDBg2iWbNm9O3bF41Gw8qVK7ly5QqLFy++p2RCWFBqKuR8KJ85IyNll3Zn98DyfpCeYEokHv8EarQjLjmD1X/8w4o/DnP+xk1z8cZVPenXqhr/aRyAm96u3qJEMYSGhtK2bVvmz59Phw4diI2NZefOnWzYsIGxY8cSExPD0qVLzeVVVcVoNHL69Gnq1q2b51jHjh0jMDAwz3MQ9erVo0KFChw7doyWLVvy559/MnLkyPuKuUePHowZM4bvvvuOvn37mmOXZEIIYa/s6tO6WbNmjB07lh07dvDdd9+RkJCAm5sbdevWZcyYMTz33HN57qu9m4EDB+Lj48P06dNZsGCB+RwLFy40D24nbOTaNVtHIIriyHewZhQYMqBqKwx9l7PjgpHliw+w+XgcBqOpNcJdr6NH0yr0bRVI/YA7d3YgLMPZQcvRt2zzPuZ8j2OGDB8+nDFjxvD5558TGRlJ9erV6dixI0ajkVGjRvHCCy/k2yd3i3MOVVUL/JUw93pnC3Ty4OjoyKBBg4iMjOTJJ59k2bJlfPLJJ/d9XCGEKK3sKqGoVq0aH3300T3tEx4efsf7ebt27UrXrl3vNzQhyp/fvoD1kwAVQv/DjobTmTjrLy4k3G6NaF7di74tA+nWyP+ut8AIy1IUpcy85n369GHs2LEsW7aMhQsXMnLkSBRFoVmzZhw5coSgoKAiHadevXqcO3eO8+fP57nlKTEx0dya0ahRIzZv3szQoUOLdEwHB4cC+4cfMWIEDRo04IsvviArK8v84LYQQtijsvFpIoQoO4xG2PAG/P65abnlSJZ6/5f/W/o3BqOKp7MDTzarQr9W1ajj527bWEWZ4ObmxtNPP82kSZNITEwkIiICgPHjx/PAAw/w3HPPMXLkSFxdXTl27BgbN24ssLfATp060ahRIwYMGMAnn3xCdnY2//3vfwkLCzM/eD158mQ6duxI7dq16du3L9nZ2fz666+89tprBcZWo0YNNm/ezIMPPoherzffClu3bl0eeOABxo8fz7BhwyzS8iGEEKWVdJcihLCcrHT4Zqg5mTB2eotpDOP1749hMKr0al6VvZM6Mvnx+pJMiHsyfPhw4uPj6dSpk/l2pkaNGrF9+3aio6Np164dTZs25c0338Tf37/AYyiKwtq1a/Hy8qJ9+/Z06tSJWrVq5RmbKDw8nNWrV/PDDz/QpEkTHn74Yfbu3VtoXB9++CEbN24kMDAw3wB7w4cPJzMzk2HDhlngFRBCiNLLrnp5Ku2klycLSU01jUUBkJIiD2XbQIF1LO0GrOgP534DjQOZj3/O2CNB/Pr3ZQBeeaQOYx4Okt5UbOBOPYeUVvbQA8+7777LihUrOHz4sK1DEQWwhzomSjfp5UkIIe5FwjlTt7DXToDeg8TuCxiy1Yk/z1/GUavh/d6N6N6kiq2jFKJEpKSkcOzYMWbOnMnbb79t63CEEMLqJKEQZY9GAzkDTWnkrj2bu3QIlvaGlCvgUYVzjy5kwI/JnL+RgKezA18Pak7rWhXvfhwh7MSYMWNYvnw5PXr0kNudhBDlgiQUouxxdoZbI9QKG4vdAt9EQGYK+NbnwENfM3TlBZLSs6nm7ULk0JbUruRm6yiFKFELFiwwdzUuhBDlgSQUQohi8Tz1E5r908GYDTXa8UPd93ll5WmyDCrNqlVgzuAWVHTT2zpMIYQQQliZJBRCiHuTdRNl/Rv4758LgNqwDzPdX+Sj704B0K2hPx/2aYzTPQ5eJoQQQoiySRIKUfakpUG9eqb5o0fBxcW28ZQnccfgm2Fo4o4CkNX2JSbEP8G3W84AMDqsNq91CUGjkR5ThBBCiPJCEgpR9qgqnD17e15Yn6rC/nmw/nXITkd19eVk4wn83+l67D19Ca1G4e3uDejfupqtIxVCCCFECZOEQghxZ2k34Ifn4fhPpuWgR4huM4MRq05xPvEGbnodnw9oRlidSraNUwghhBA2IQmFEKJwp3fCmmcg+SJoHVE7TWGR8VGmRZ4gI9tIZU8nIiNaUte/9A2yI4QQQoiSIZ34CyHyM2TB5rdh4eOmZKJiMPH9fmXY8ZZM/vEYGdlGmgc4s/bZNpJMiBIXHh7Oiy++aOswimXKlCk0adLEose09OtRll9fIYRtSEIhhMgr/gxEPgo7PwBUaDqIbR1W02l5PFtPXMVRp+HNbqG8/Yg/ldylW1ghiuv5558nODi4wG0XLlxAq9WyZs2aEo4K1qxZk2eE7xo1avDJJ5+UeBxCiLLD7hKKGTNm0LlzZwIDA3F2dqZixYq0aNGCjz76iLS0tHs6lqIohU4zZsyw0hUIYUOHv4Gv2sE/f4Dek8ye8/g/RhOx5CjXUzMJrezOj2MeIqJtDTSK9OQkxP0YPnw4MTEx7Ny5M9+2BQsWULFiRR5//PESj8vb2xt3d/cSP68Qouyyu4Ri9uzZxMfH88gjjzB27Fj69etHeno6r7zyCm3btr3npKJ69epMnjw53/TQQw9Z6QrEXSmKqdvYevVM8+L+ZaTA2v/Ct8MhIwkCW3PyyV95bHMlFv1m6lFr2IM1Wfvcg4RUli8aouSkpqYyePBg3Nzc8Pf358MPP8yzPTMzk9dee40qVarg6upK69at2bZtm3n7ggULqFChAj/99BMhISG4uLjQq1cvUlNTWbhwITVq1MDLy4vnn38eg8Fg3m/JkiW0aNECd3d3KleuTP/+/YmLizNv37ZtG4qisHnzZlq0aIGLiwtt27blxIkTeeKbMWMGfn5+uLu7M3z4cNLT083bmjRpQrNmzZg/f36+616wYAGDBw/GwcGBo0eP8thjj+Hm5oafnx+DBg3i2rVrhb5m8fHxDB48GC8vL1xcXHj00UeJjo7OU2b37t2EhYXh4uKCl5cXXbp0IT4+Hsh7y1N4eDhnz57lpZdeMv+glpqaioeHB998802eY/7444+4urqSnJxcaGxCCPtkdw9lHzt2DCcnp3zrBw8ezOLFi4mMjOS5554r8vFq1KjBlClTLBihuG8uLnDkiK2jsB8Xo+Cb4XAjFhQNartxzNf25n+LYsk0GKnkrueD3o2lFyd7o6qQdW8/sFiMg0uRfwx49dVX2bp1K9999x2VK1dm0qRJHDhwwPwcwtChQzlz5gwrVqwgICCA7777jq5du3L48GHz7URpaWl89tlnrFixguTkZJ588kmefPJJKlSowC+//MKpU6d46qmneOihh3j66acBU6Ly9ttvExISQlxcHC+99BIRERH88ssveeJ7/fXX+fDDD6lUqRKjR49m2LBh7N69G4BVq1YxefJkPv/8c9q1a8fixYv57LPPqFWrlnn/4cOH89prrzFz5kzc3NwA2L59OzExMQwbNoxLly4RFhbGyJEj+eijj7h58ybjx4+nT58+bNmypcDXLCIigujoaH744Qc8PDwYP348jz32GEePHsXBwYE///yTjh07MmzYMD777DN0Oh1bt27Nk1DlWLNmDY0bN+aZZ55h5MiRALi6utK3b18iIyPp1auXuWzOsrRuCFH+2F1CUVAyAdCrVy8WL15MTExMCUckRCllNMJvs2DzW2DMAo+q3Oj6OS/scWZXjOnXzE51/fjfUw2p6CbPStidrDSYFmCbc0+6CI6udy2WkpLC/PnzWbRoEY888ggACxcupGrVqgDExsayfPly/vnnHwICTNcybtw41q1bR2RkJNOmTQMgKyuLL7/8ktq1awO3Pw+uXLmCm5sb9erVo0OHDmzdutWcUAwbNswcR61atfjss89o1aoVKSkp5i/+AO+++y5hYWEATJgwgW7dupGeno6TkxOffPIJw4YNY8SIEQC88847bNq0KU8rRf/+/XnllVdYvXo1Q4cOBWD+/Pm0adOGevXq8X//9380a9bMfC052wMDAzl58iR16tTJ85rlJBK7d++mbdu2ACxdupTAwEDWrl1L7969ee+992jRogVffPGFeb/69esX+G/g7e2NVqs1t9TkGDFiBG3btuXixYsEBARw7do1fvrpJzZu3Hinf1IhhJ2yu1ueCvPzzz8D0KBBg3vaLyEhgblz5zJt2jTmzJmTr9lYiDIpPRGWPw0b3zQlE3WfYFP4Gh7+JpNdMddwctDwbs8GzBncXJIJYTOnTp0iMzOTNm3amNd5e3sTEhICwMGDB1FVlTp16uDm5maetm/fTmxsrHkfFxcXczIB4OfnR40aNfIkBn5+fnluaYqKiqJ79+5Ur14dd3d3wsPDATh37lyeGBs1amSe9/f3BzAf59ixY3liB/ItV6hQgSeffNJ821NycjLffvutOaE5cOAAW7duzXN9oaGhAHmuMcexY8fQ6XS0bt3avK5ixYqEhIRw7NgxAHMLxf1o1aoV9evXZ9GiRQAsXryYatWq0b59+/s6rhCibLK7Foocn3zyCQkJCSQkJLB79272799P586dGTx48D0d59ChQ+ZmXjA9qD1gwABmz56Ni4vLHffNyMggIyPDvJyUlASAwWAosGnZUgwGA0aj0arnsKm0NDQPPACA8fffTbdAiaK7cRrNyn4o106i6pxJ7/gOk/9pwapVpta7+gEefNynEbUruWE0Ggs8hN3XMTtjMBhQVdU8AaBzhokXbBOQzvmuo9znjjVP3Lm2GwwGtFot+/fvR6vV5tnu5uZm3s/BwSHf/v9epygKRqMRVVVJTU2lc+fOdO7cmcWLF1OpUiXOnTtH165dycjIyBOPTqfLd+yc17ug2HOvzzFs2DA6derEyZMn2b59OwB9+vRBVVWMRiOPP/54gR2B+Pv75ztPzv+zdzqvs7Nzga/pv1/ff+//7/LDhw/n888/Z/z4DK1gvwAArcFJREFU8URGRhIREZHv2kqzgv4thLCke61jOf+fFfQ9sbR/3tp1QnH27Fnz8sCBA/nyyy9xcHAo8jHGjRtH7969CQ4ORlEUoqKimDRpEkuWLCE7O5vly5ffcf/p06czderUfOtjY2Pz/DJmaUajkRs3bhATE4NGY3+NUEpaGiFHjwIQEx2NKglFkblcOUCV3RNQMpPIcq7E7obTeH1rBS4kXUABejeowKCm3hgTLhGdUPhx7L2O2Ruj0Uh2dnaeHzhMtAWWt7p8cRSsevXqODg4sHPnTp566inA9MDxyZMnefDBB6lXrx4Gg4F//vmHBx98MN/+6enpZGVlmedzZGdnYzQa86zL+QBPT0/n0KFDXLt2jSlTpphvr/rtt99uhZ5Beno6mZmZ5uPmHCfn9c0pExISwu7du+nTp4/5PL/99lu+c7dp04aaNWsyd+5cduzYwZNPPomDgwPp6ek0bNiQ77//nsqVK6PT5f/ITk9PNyf36enp1K5dm+zsbHbu3MkDt354uX79OidPniQoKIj09HTq1avHpk2bmDhxYoGve+7jgSn5yrmm3Hr16sX48eP56KOPOHLkCE8//XS+MqVddna2rUMQdu5e6lhGRgbZ2dmcPXs232drSkqKpUOzqFKZUPj4+HD9+vUil9+6dau5OTrHmTNnALh8+TJbt27ltddeo3Xr1qxfv978AXE377//fp7lDh06sHnzZho3bsyKFSt44403Cr3vFGDixIm8/PLL5uWkpCQCAwOpXbs2Hh7WGwzMYDAQExNDUFBQvl/t7EJqqnk2KCgIXO9+L7YA5eBClO2vohizUQOasbTaNN7ZEU+2MYvKnk580KshbWpVLNKx7L6O2Zn09HTOnj2LXq8v9Dmz0kZVVSpUqMCwYcN4/fXXqVy5Mn5+frzxxhtoNBq0Wi0NGzZkwIABjBw5kg8++ICmTZty7do1tmzZQsOGDXnsscfMPyLlvm6dTodGo8mzTqvVotVqcXJyIjg4GEdHR77++mtGjx7N33//zf/+9z8A82vo6OhoPm7OcfR6fZ4yL774IhEREbRu3ZqHHnqIpUuXcuzYMWrVqpXv32Ho0KF8/PHHxMfH88EHH5i3jx07lgULFjBs2DDGjRuHj48PMTExrFixgjlz5qDVas2vh5OTEw0aNKB79+6MGTOGr776Cnd3dyZOnEiVKlXo1asXDg4OvPHGGzRq1IiXX36Z0aNH4+joyNatW+nduzc+Pj55jgdQs2ZNfvvtNwYOHIher8fHxwcwtZA8+eSTTJo0ic6dO5vej8uQnF+N9Xo9ivQYKKygOHVMp9NRvXr1fO8ROXe5lFalMqHo16/fPXU7l/tBsYK29evXj6CgIFq1asUrr7zCypUrix2bi4sL/fr14+2332b37t13TCj0er35Aya3nA8ua8r5QLDLL3u5rkmr1eZZFgUwZJuelfjd9ABmdr0nGZfxDGu33QCgW0N/pvVsiKdL0VvvwM7rmJ3RarV5xtEpS95//31SU1Pp3r077u7uvPLKKyQmJpqvJTIyknfeeYdx48Zx4cIFKlasSJs2bejWrVue68193QWty73N19eXBQsWMGnSJGbOnEmzZs344IMPeOKJJ/K9jgWdI2dd3759OXXqFBMmTCA9PZ2nnnqKZ599lvXr1+c799ChQ5kyZQohISF5uiWvUqUKu3fvZvz48eZbrqpXr07Xrl3N/67/jiMyMpKxY8fy+OOPk5mZSfv27fnll1/MSVBISAgbNmxg0qRJtG7dGmdnZ1q3bk3//v0LPN5bb73FqFGjCAoKMt/ylWP48OEsW7aMYcOGlbm6laMs/n8hypai1rGccgV9tpb2z1pFLUc3D3p7e+Pg4MCVK1fu6zifffYZY8eO5eOPPzb31V0USUlJeHp6kpiYaPUWiujoaIKDg0t9BSyW1FTIuWUsJUVaKO4kPRG+GQYxmwBIfOA1nj72EMevpOCgVZjyRH36t6p2zx+mdl/H7Ex6ejqnT5+mZs2aZaqFIqe3JPmyV3otXbqUsWPHcvHiRXPCUlZIHRPWdq917E7v1SX1HbK4SmULhTWkpKSQmJh4x9aMotq7dy9gGqNCiFLrxilY1heunQCdM8fbfkDfXb4kpKXg46bnq4HNaFHD29ZRCiHKoLS0NE6fPs306dMZNWpUmUsmhBCWZVdPU549e9b87ERuWVlZvPjiixiNRh599NE829LS0jh+/Hi+rgCjoqIKHFV79erVLF++HB8fHzp16mTR+IWwmDO7YM7DcO0EqnsAa5vNp9smbxLSsmhc1ZMfn39QkgkhRLG99957NGnSBD8/v0If7hZClB921UIRFRXFU089Rbt27QgODsbHx4crV66wadMmzp8/T0hICO+++26effbt20eHDh0ICwtj27Zt5vWffvopa9eupWPHjlSrVg1VVTl48CA7d+7EycmJhQsXWrWnJnEHigLVq9+eF3kdWAg/vwzGbIz+zZjq+gYLd5h6XnmqWVXe7dkAJwe5TUkIUXxTpkxhypQptg5DCFFK2FVC0axZM8aOHcuOHTv47rvvSEhIwM3Njbp16zJmzBiee+45XIt4v3337t1JSEjg4MGDrFu3juzsbKpUqcLw4cMZN26ceWAhYQMuLlBAS1S5ZzTAhjfMD1+n1enB4OuD2X86Ha1G4Y1udYloW0PuFRZCCCGERdlVQlGtWjU++uije9onPDy8wAFHevbsSc+ePS0VmhDWlZ4I3wyHmI0A/NP0JXr81ZZrqel4uTjw+YBmtK3tY+MghRBCCGGP7CqhEKLcMRrh1BZY/zpcPQ46Z3Y0eJthe6uQbcyirr8HXw9qTqC3DP4nhBBCCOuQhEKUPTdvQvv2pvkdO8DZ2bbx2MLNeIhaCvvnmXpzAlR3f2b5vc2Hv7sAKv9p5M/7vRrj7CjPSwghhBDCeiShEGWP0Qj799+eL08uHYJ9c+DwN5B907RO70FavT48f74Dm/9WUBQY3zWUUe1ryfMSQgghhLA6SSiEKO2yM+Do96ZE4p99t9f71iez2XB+MD7I+9v+4UpSBh5OOj7r15TwEF/bxSuEEEKIckUSCiFKq4TzcCASDi6C1KumdRod1OvOlToDmXvOj1XrL5B4MxaAYF83vh7cgpo+MnK4EKXdmTNnqFmzJlFRUTRp0sTW4QghxH2xq4HthCjzVBVit8KKAfBpI9j5oSmZcA/AGD6JPd13MjzlWR5YfpM5u86QeDOLat4uTHoslLXPPSjJhChXIiIi6NGjxz3vN2XKFPkSbwVz5syhXbt2eHl54eXlRadOndi3b1++cl988QU1a9bEycmJ5s2bs3PnTvO2rKwsxo8fT8OGDXF1dSUgIIDBgwdz8eLFAs+pqiqPPvooiqKwdu3au8Y4duxYmjdvjl6vp2nTpvm2b/t/9u47rsmr7QP4784gYYWNLMHBcCta9wDrwGpbtUNrW2eXfWqrHa5qX7Wt1Y6nra1Pa2tV7HDUam2traJWQBEn4B6AiIpsgTATkpz3j5hIZIWQkMH1/XwQct8nJ9cdjiFXzoqNxfjx4+Hr6wtHR0f06tULv/zyi17Xv3PnTnTp0gUikQhdunTB77//rnNeoVBg6dKlaN++Pezt7dGhQwe8//77UDUydDcuLg59+vSBWCxGhw4dsG7dOp3z1dXVeP/999GxY0eIxWL07NkT+/btazTeoqIiTJ06FS4uLnBxccHUqVNRXFxcq1x0dDR69OgBsVgMHx8fzJkzp8F64+Pj8dhjj8HPz6/e38uuXbsQFRUFT09PcByHlJSURuPdtWsXHnroIbi6ump/Nz/99JNOmXbt1EujP/j12muvAWha+0pMTMTDDz8MR0dHuLq6IjIyEpWVldrzK1euxKBBg+Dg4ABXV9da9y8sLMQjjzyCDh06QCwWo23btpgzZw6kUmmj12qNKKEgxFJI7wCbxgI/TQCu/AUwFdBuKCombMKmvn9gxOn+eHZrBg5dyQNjQESoFzbOeAiH34nEy8M6wlFEHY6EEPOJjY3FlClTcPjwYSQmJiIwMBCjR49GVlaWtsz27dsxb948LFmyBMnJyRg6dCgeeeQR3Lx5EwBQUVGBpKQkvPfee0hKSsKuXbtw7do1PP7443U+5pdfftmkuWKMMcyaNQuTJ0+u8/yxY8fQo0cP7Ny5E+fOncOsWbMwbdo07Nmzp8F6ExMTMXnyZEydOhVnz57F1KlTMWnSJJw4cUJb5uOPP8a6deuwdu1aXL58GZ988gk+/fRTfP311/XWm5GRgbFjx2Lo0KFITk7Gu+++izfeeAM7d+7Ullm6dCm+++47fP3117h06RJmz56NiRMnIjk5ucGYn332WaSkpGDfvn3Yt28fUlJSMHXqVJ0yn3/+OZYsWYJFixbh4sWLOHToEKKiohqst7y8HD179sTatWsbLDN48GCsXr26wbpqcnd3x5IlS5CYmIhz585h5syZmDlzJvbv368tc+rUKWRnZ2u/DhxQL6X+9NNPA9C/fSUmJmLMmDEYPXo0Tp48iVOnTmHOnDng8e6/bZbL5Xj66afx6quv1hkvj8fD448/jh07duDq1auIjo7GwYMHMXv2bL2v2aow0mJKSkoYAFZSUmLSx1EoFOzy5ctMoVCY9HHMpqyMMfVn+eqfbUHaIcY+bs/YMgljH/oy9tfb7PrF0+zdXedY5/f+YUEL/2JBC/9i3f5vH1vx50V2Pd+8123zbczGVFZWskuXLrHKykpzh6I3lUrFKioq2K+//sq6devGxGIxc3d3ZyNGjGBlZWVs2bJlDIDO1+HDhxljjC1YsICFhIQwe3t71r59e7Z06VIml8sZY4xt2rSp1v02bdrEMjIyGACWnJysjaGoqEin3rt377Jnn32WeXp6MrFYzIKDg9nGjRvrvQalUslWr17NOnbsyOzs7Fjbtm3Zhx9+yBhj2sfbuXMni4yMZPb29qxHjx7s2LFj2vsXFBSwZ555hvn7+zN7e3vWrVs3tmXLFp3HiIiIYK+//jqbP38+c3NzY23atGHLli3TKXP58mU2ePBgJhKJWOfOndmBAwcYAPb7779ry9y+fZtNmjSJubq6Mnd3d/b444+zjIyMpv3SHqBQKJizszPbvHmz9li/fv3Y7Nmzdcp16tSJLVq0qN56Tp48yQCwzMxMneMpKSksICCAZWdn17qexixbtoz17NmTVVRUMJVK1WDZsWPHspkzZzZYZtKkSWzMmDE6x6KiotgzzzyjvT1u3Dg2a9YsnTJPPPEEe/755+utd8GCBaxTp046x1555RU2YMAA7W1fX1+2du1anTLjx49nzz33XL31Xrp0iQFgx48f1x5LTExkANiVK1cYY+r2bm9vzw4ePFhvPY1p7PdS1/+7pggPD2dLly6t9/zcuXNZx44dG/wd19W++vfv32C9NW3atIm5uLjUeU7zOqZ5/DVr1rCAgIB662rotbql3kMainooiHXy9FR/WTuVEji8CvjpCaCiEMynB+Ie/h3PZD2J4T/m4JcTN1EhVyK0jRNWTuyG4++OwP891oWGNhHjKS+v/6uqSv+yNYYCNFi2CbKzs/Hss89i1qxZuHz5MmJjY/HEE0+AMYZ33nkHkyZNwpgxY7SfRg4aNAgA4OzsjOjoaFy6dAlr1qzB+vXr8cUXXwAAJk+ejLfffhtdu3bV3q++T6sf9N577+HSpUv4559/cPnyZXz77bfwbOB1aPHixfj444+199uyZQvatGmjU2bJkiV45513kJKSgtDQUEyZMgUKhQIAUFVVhT59+uCvv/7ChQsX8PLLL2Pq1Kk6n3oDwObNm+Ho6IgTJ07gk08+wfvvv6/9ZFalUmHChAlwcHDAiRMn8P3332PJkiU696+oqMDw4cPh5OSE+Ph4HD16FE5OThgzZgzkcjkAde8Dx3G4ceOGXs+Vpt7q6mq4u7sDUH+ie+bMGYwePVqn3OjRo3Hs2LF66ykpKQHHcTrDSioqKjBlyhSsXbsWPj4+esdkiJKSEu011CcxMbHWdUVFRelc15AhQ3Do0CFcu3YNAHD27FkcPXoUY8eObXK9p0+fRnV1NQBAJpNBLBbrlLG3t8fRo0e1t6Ojo3V6chITE+Hi4oL+/ftrjw0YMAAuLi7amA8cOACVSoWsrCx07twZAQEBmDRpEm7duqXzWBzHITo6ut5rMAXGGA4dOoSrV69imGYZ+QfI5XL8/PPPmDVrVoO9WA+2r7y8PJw4cQLe3t4YNGgQ2rRpg4iICJ3n0xB37tzBrl27EBER0ax6LJa5M5rWhHooiI7SPMY2P67ulVgmYaU7XmMT1hzU9kZ0WLyXzf7pNDuWVtDoJ2gtjdqYdWmwh0LT21fX19ixumUdHOovGxGhW9bTs+5yelKpVCwhIYEBYDdu3KizzPTp09n48eMbreuTTz5hffr00d7WfDpdkz49FI899lijn1RrSKVSJhKJ2Pr16+s8r3m8H374QXvs4sWLDAC7fPlyvfWOHTuWvf3229rbERERbMiQITpl+vbtyxYuXMgYY+yff/5hAoGAZWdna88/2EOxYcMGFhYWpvM6I5PJmL29Pdu/fz9jjLETJ06wsLAwdvv2bb2unzHG/vOf/7COHTtq211WVhYDwBISEnTKrVy5koWGhtZZR2VlJevTp0+tT9tffvll9sILL2hvo5FPwh+kbw/Fjh07mJ2dHbtw4UKD9QmFQvbLL7/oHPvll1+YnZ2d9rZKpWKLFi1iHMcxgUDAOI5jH330UYP1hoSEsJUrV+oc0/y/uHPnDmOMsSlTprAuXbqwa9euMaVSyWJiYpi9vb3OY+/atYuFhYVpb69cuZKFhITU+XiamFatWsWEQiELCwtj+/btY4mJiWzEiBEsLCyMyWQy7X3CwsLYrl276oy/sd9LU3soiouLmaOjIxMIBEwkErENGzbUW3b79u2Mz+ezrKysesvU1b40PTXu7u5s48aNLCkpic2bN4/Z2dmxa9eu1aqjsR6Kp59+mtnb2zMA7LHHHmuwp5h6KAghTZN5DFg3BLgeCwgdcKH/pxh04TEk36mCi70Qc4YH48iC4fj2+T4Y2NGD9pMgrVKPHj0wYsQIdO/eHU8//TTWr1+PoqKiRu/322+/YciQIfDx8YGTkxPee+897Rj95nj11Vexbds29OrVCwsWLGjwU/XLly9DJpNhxIgRDdbZo0cP7c++vr4A1J+QAoBSqcTKlSvRo0cPeHh4wMnJCTExMbWupWYdmno0dVy9ehVt27bV+RS/X79+OuXPnDmDtLQ0ODs7w8nJCU5OTnB3d0dVVRXS09O197ly5Qr8/f0bvB6NTz75BFu3bsWuXbtqfXr+4OsZY6zO17jq6mo888wzUKlU+Oabb7TH//zzT/z777/48ssv6338Rx55RHstXbt21SvmB8XGxmLGjBlYv369to6bN29q63VycsJHH32k93Vt374dP//8M7Zs2YKkpCRs3rwZn332GTZv3txgHHXVW/P4mjVrEBISgk6dOsHOzg5z5szBzJkzweff39R04sSJuHLlSoP1PhizSqVCdXU1vvrqK0RFRWHAgAHYunUrUlNTcfjwYe19rly5gokTJzZ4Dcbi7OyMlJQUnDp1CitXrsRbb72F2NjYOstu2LABjzzyCPz8/Oo8X1/70kySf+WVVzBz5kyEh4fjiy++QFhYGDZu3NjkmD/++GOcOXMGu3fvRnp6Ot56660m12ENaBYnIS1JpQKOfQUceh9gSjDPMGzwW44P4xgABcIDXfG/Z3vDz7UV7v5NzKOsrP5z/Ad2Wb/3JrVOvAc+n2rC0Jj6H56PmJgYJCYmIiYmBl9//TWWLFmCEydOoH379nXe5/jx43jmmWewYsUKREVFwcXFBdu2bcN///vfBh9LM9lS82YNgHZIicYjjzyCzMxM7N27FwcPHsSIESPw2muv4bPPPqtVn729fv+HhUKh9ueab+QA4L///S+++OILfPnll9pVaebNm6cdhlRXHZp6NHXU92a9JpVKhT59+tS5mpGXl5de11HTZ599ho8++ggHDx7USXY8PT3B5/ORk5OjUz4vL6/WULDq6mpMmjQJGRkZ+PfffyGRSLTn/v33X6Snp9daWefJJ5/E0KFDERsbix9++EG7Is+Dz48+4uLi8Nhjj+Hzzz/HtGnTtMf9/Px0ViTSDIXy8fFp9Lrmz5+PRYsW4ZlnngEAdO/eHZmZmVi1ahWmT59eZxz11SsQCODh4QFA/TvavXs3qqqqUFhYCD8/PyxatKje/yOaenNzc2sdz8/P18asSXC7dOmiPe/l5QVPT0+jJOiG4PF4CA4OBgD06tULly9fxqpVqxAZGalTLjMzEwcPHsSuXbvqrKeh9lXXdQNA586dDbpuHx8fiMVidO7cGR4eHhg6dCjee+897ePYCuqhINanshKIjFR/PThu25JV3AW2TQEOLgOYElWdn8RMwcf48KT6DcyMQe2w/eWBlEyQluXoWP/XA58sN1j2wTfQ9ZVrIo7jMHjwYKxYsQLJycmws7PTLsdpZ2cHpVKpUz4hIQFBQUFYsmQJHnroIYSEhCAzM1OnTF3307xxzs7O1h6raylLLy8vzJgxAz///DO+/PJLfP/993XGHRISAnt7exw6dKjJ16xx5MgRjB8/Hs8//zx69uyJDh06IDU1tUl1dOrUCTdv3tR583jq1CmdMr1790Zqaiq8vb0RHBys8+Xi4tKkx/v000/xwQcfYN++fXjooYd0ztnZ2aFPnz7a+R0aBw4c0M5/Ae6/2UtNTcXBgwe1b5w1Fi1ahHPnziElJUX7BQBffPEFNm3aBADw9/fXXkNQUFCTriE2Nhbjxo3D6tWr8fLLL+ucEwgEOs+PJqEYOHBgreuKiYnRua6KigqdVYIAddLc0LKx9dX70EMP1UqUxGIx/P39oVAosHPnTowfP77BektKSnSW9T1x4gRKSkq0MQ8ePBiAupdL4+7duygoKGjyc2oqjDHIZLJaxzdt2gRvb2+MGzeu1rnG2le7du3g5+enc90AcO3atWZft+YDi7pitnrmG23VMhITExmPx2MA2KpVq5p8/3379rGIiAjm7OzMnJycWEREBNu3b59BsdAcCiOxxlWebp1m7PNu6vkS73uxjH1fs74fxLCghX+xLu/9w/5MqX+MpyWy+TZmY6x1lafY2Fj24YcfslOnTrHMzEz266+/Mjs7O/b3338zxtTjwAMDA9mVK1dYfn4+k8vlbPfu3UwgELCtW7eytLQ0tmbNGubu7q4zxvmXX35hjo6OLDk5meXn57OqqirGGGMDBgxgQ4cOZRcvXmRxcXGsX79+OnMo3nvvPbZ7926WmprKLly4wB599FHWr1+/eq9h+fLlzM3NjW3evJmlpaWxxMRE7ZwJfeZszJs3j7Vt25YlJCSwS5cusRdffJFJJBKdeSMRERFs7ty5Oo87fvx4Nn36dMaY+v9qWFgYi4qKYmfPnmVHjx5l/fv3ZwDY7t27GWOMlZeXs5CQEBYZGcni4+PZ9evXWWxsLHvjjTfYrVu3GGP6zaH4+OOPmZ2dHfvtt99Ydna29qu0tFRbZtu2bUwoFLINGzawS5cusXnz5jFHR0ftPJnq6mr2+OOPs4CAAJaSkqJTT81x+w+CnnMoUlNTWXJyMnvllVdYaGgoS0xMZElJSdq6Dx8+zBwcHNjixYt1HruwsLDBehMSEhifz2erV69mly9fZqtXr2YCgUBnFaXp06czf39/9tdff7GMjAy2a9cu5unpyRYsWFBvvdevX2cODg7szTffZJcuXWIbNmxgQqGQ/fbbb9oyx48fZzt37mTp6eksPj6ePfzww6x9+/asqKhIW+bBORSMMTZmzBjWo0cPlpiYyBITE1n37t3Zo48+qlNm/PjxrGvXriwhIYGdP3+ePfroo6xLly7aVdMYqz2HorS0lCUnJ7Pk5GQGgH3++ecsOTlZZxWlwsJClpyczPbu3csAsG3btrHk5GSduT5Tp07VWf3ro48+YjExMSw9PZ1dvnyZ/fe//2UCgaDWPCWlUskCAwO184hq0rd9ffHFF0wikbAdO3aw1NRUtnTpUiYWi1laWpq2TGZmJktOTmYrVqxgTk5O2mvWtPe9e/eyDRs2sFOnTrHr16+zvXv3sq5du7LBgwfXikvDmudQ2HRCUVFRwcLCwpijo6NBCcXPP//MADBPT082Z84c9vrrr7M2bdowAOznn39ucjyUUBiJpScUsnLG7qQwdvZXxg59wNi25xlb4cHYMglTfdmT7fxrL+uweC8LWvgXG/nfWJaaW9p4nRbG5tuYjbHWhCIpKYlFRUUxLy8vJhKJWGhoKPv666+1ZfLy8tioUaOYk5OTzhvx+fPnMw8PD+bk5MQmT57MvvjiC52Eoqqqij355JPM1dVVu2wsY+qlNAcMGMDs7e1Zr169WExMjE69H3zwAevcuTOzt7dn7u7ubPz48ez69ev1XoNSqWQffvghCwoKYkKhkAUGBmonvOqTUBQWFrLx48czJycn5u3tzZYuXcqmTZvWpISCsfvLxtrZ2bFOnTqxPXv2MAA6H45lZ2ezadOmMU9PTyYSiViHDh3YSy+9pP17dfjwYQagwaVkg4KCai3JC6DWMrb/+9//WFBQELOzs2O9e/dmcXFx2nOa56WuL83zUhd9E4qIiIg669Zc1/Tp0+s8H/HgogN12LFjBwsLC2NCoZB16tSJ7dy5U+e8VCplc+fOZYGBgUwsFrMOHTqwJUuWNJgoMcZYbGwsCw8PZ3Z2dqxdu3bs22+/rXW+c+fOTCQSMQ8PDzZ16tRaE5E1yyXXVFhYyJ577jnm7OzMnJ2d2XPPPaeThDCmft8ya9Ys7XLCEydOZDdv3tQpU/P/EGP328qDXzXbZF3LNz/YViIiInTus2TJEhYcHMzEYjFzc3NjAwcOZNu2bav1fO3fv58BYFevXq11rinta9WqVSwgIIA5ODiwgQMHsiNHjuicr6+taOr5999/2cCBA5mLiwsTi8UsJCSELVy4sNZzXJM1JxQcYzUGjNqYt956Cxs2bMD8+fPx3nvvYdWqVVi0aJFe9y0qKkKHDh0gEAiQlJSEtm3bAlB3h/fu3RtVVVW4fv063Nzc9I5HKpXCxcUFJSUlOuP1jE2pVCI1NRUhISE6k7JsRnk54OSk/rmszKBhFEZRcRcouAbkX63x/SpQfAvq1xVd1aGPYr78Zey+oh6zPr6XHz6a2N0qN6Sz+TZmY6qqqpCRkaHdndgaMMZQVVUFsVhMixIYWUJCAoYMGYK0tDR07NjR3OGYDbUxYmpNbWMNvVa31HtIQ1nfOxk9JSQkYM2aNVi3bp1BE7J27NiB4uJirFixQptMAOrJOvPmzcOiRYuwY8eOWuMriQ1SyIA7yUD22RrJwxWgPL/++9i7A15hgGco4BWGTLtgTD8kxI27ZRDyOfzfY13xfP9A+iNGCDG533//HU5OTggJCUFaWhrmzp2LwYMHt+pkghBiXDaZUFRUVGDGjBmIjIzESy+9ZNCGK5plyB7cUAZQbyqzaNEixMXFUUJhi6qrwG6fhDz9CFQZRyHKOQOesu4JVFK7NigQt0OeKAi5okBkC4OQJQhEESeBQslQfVcFeb4Kp27cRVV1Jfxd7fG/53qjV1vXlr0mQkirVVpaigULFuDWrVvw9PTEyJEjG131ihBCmsImE4pFixYhOzsbMTExBtehWUkjJCSk1jnNscZW25DJZDoz+aVSKQD1cJEHVxgxJqVSCZVKBaVSiRMb34ZXTv27O9YemMPqv/VgYQ7gat7Q/NvYh+6szh9rFWD1lOXkSoTd+/nqqsFgdnydeup6eO6BH7g6znIAeFAiQHkLIlRDVKNEAZMgWRWCVOaPVJU/0pg/rjNflFfZA9IHH6383peuYSGe+HxSD7g51F5hxtrUbGPE8imVSjD1nDlYyyhXTZzWEq8lmzp1KqZOnVrreGt/bqmNEVNrahvTvEbX9T7R0v/e2lxCERcXh7Vr1+LLL79scA3mxpSUlABAnUvmOTo6gs/na8vUZ9WqVVixYkWt4+np6XDSzAEwAZVKhbt37yItLQ3c3esIUTZtmUGLp2LAvVFsYarrgMr4w4ZymStOqDojmeuMq6LuKLUPhLNYACGPg4AP+PE4BPI4CHgcBDxAyNf8XOMYj4OAz4HP4+Am5iPczx4FWZkoMHq0La9mG3twGURieVQqFRQKhdUtVahQKMwdArFx1MaIqTWljclkMigUCmRmZtb621rW0J5BFsAiEwpPT08UFhbqXf7w4cOIjIxEeXk5Zs2ahYEDB2LOnDkmjFA/ixcv1tkRUSqVom3btujYsaPJJ2WnpaUhODgYmVELkFz4XIPluZrfa3yCrzu8n7tfjru3xBIAgEF1b20DFQAwpj2nycg18wRq3v9+tZzu4987z3H3H5PT9ITUqIcbU/d11PwMQBsjY2BQ5yHaqNn9HhDN0gya2HmeHeHsF4rhEjHG2VnkfxGzq9nGaFK25auqqkJmZiZEIpFVTcoGAJFIRHONiElQGyOmZkgbEwgECAoKqnNStiWzyHdLU6ZMQWlpqd7lfXx8AABLlizBnTt38Pfffzf7U1NNz0RJSUmtTU/Ky8uhVCob3fBHJBJBJBLVOs7n803+JozH44HP5yOk1xCTPg5pvTRtjBIKy8fn8+8n9lb2xonjOKuLmVgXamPE1JrSxjiOq/Nvq6X/rbXIhOLrr7826H4pKSmoqqpCp06d6jy/ePFiLF68GHPnzsWXX37ZYF0hISE4ffo0UlNTayUUDc2vIIQQS6NZ6a6iogL2D+5oTQghxCJUVFQAgEGrk5qbRSYUhho3bhyCg4NrHU9NTUV8fDz69u2LHj16YODAgY3WFRERga1btyImJgYDBgzQObd//35tGWIGVVXAk0+qf965E7CSIRyEmAufz4erqyvy8vIAAA4ODhb/iSxjTDvnw9JjJdaJ2hgxNX3bGGMMFRUVyMvLg6urq8X3RtTFpje204iOjsbMmTPr3NiuoqICN2/ehIODAwIDA7XHi4qK0L59ewiFQtrYztJYysZ2rZjNtzEbxBhDTk4OiouLzR2KXhhjUCgUEAgE9GaPmAS1MWJqTW1jrq6u8PHxqbMsbWxn4U6ePInhw4cjIiJCu/cEALi5uWHt2rWYOnUqevfujWeeeQY8Hg/bt29Hbm4ufvrppyYlE4QQYk4cx8HX1xfe3t6orq42dziNUiqVyMzMRFBQECWtxCSojRFTa0obEwqFVt0OW31C0ZDnn38enp6eWLVqlXZzvN69e2Pz5s2Iiooyb3CEEGIAa5lIr1QqwePxIBaLrSJeYn2ojRFTa01trFUkFDNmzMCMGTPqPBcZGdnghiNjxozBmDF1rFFKCCGEEEIIAe1IRQghhBBCCDEYJRSEEEIIIYQQg7WKIU+WQjO0ytS7HSqVSpSVlUEqldrmmL3y8vs/S6WAUmm+WFopm29jxOyojRFTozZGTM2YbUzz3tFSF2elhKIFaXb/1ixBS4zAz8/cERBCCCGEtIjS0lK4uLiYO4xaWsU+FJZCpVLhzp07cHZ2Numa11KpFG3btsWtW7cscq1iYv2ojRFTozZGTI3aGDE1Y7YxxhhKS0vh5+cHHs/yZixQD0UL4vF4CAgIaLHHk0gk9CJJTIraGDE1amPE1KiNEVMzVhuzxJ4JDctLcQghhBBCCCFWgxIKQgghhBBCiMEoobBBIpEIy5Ytg0gkMncoxEZRGyOmRm2MmBq1MWJqramN0aRsQgghhBBCiMGoh4IQQgghhBBiMEooCCGEEEIIIQajhIIQQgghhBBiMEooGvHNN9+gffv2EIvF6NOnD44cOaJz/vLly3j88cfh4uICZ2dnDBgwADdv3qy3vqqqKsyYMQPdu3eHQCDAhAkTapXJzs7Gs88+i7CwMPB4PMybN0+vWG/evInHHnsMjo6O8PT0xBtvvAG5XK5T5vz584iIiIC9vT38/f3x/vvv19rGPS4uDn369IFYLEaHDh2wbt26Wo+1c+dOdOnSBSKRCF26dMHvv/9eq0xjzx1jDMuXL4efnx/s7e0RGRmJixcv6nWttsQcbWzXrl0YNWoUvLy8IJFIMHDgQOzfv7/RWKmNWSdztLGjR49i8ODB8PDwgL29PTp16oQvvvii0VipjVknc7SxmhISEiAQCNCrV69GY6U2Zp3M0cZiY2PBcVytrytXrjQYa6tsY4zUa9u2bUwoFLL169ezS5cusblz5zJHR0eWmZnJGGMsLS2Nubu7s/nz57OkpCSWnp7O/vrrL5abm1tvnWVlZWz27Nns+++/Z1FRUWz8+PG1ymRkZLA33niDbd68mfXq1YvNnTu30VgVCgXr1q0bGz58OEtKSmIHDhxgfn5+bM6cOdoyJSUlrE2bNuyZZ55h58+fZzt37mTOzs7ss88+05a5fv06c3BwYHPnzmWXLl1i69evZ0KhkP3222/aMseOHWN8Pp999NFH7PLly+yjjz5iAoGAHT9+XO/njjHGVq9ezZydndnOnTvZ+fPn2eTJk5mvry+TSqWNXq+tMFcbmzt3Lvv444/ZyZMn2bVr19jixYuZUChkSUlJ9dZLbcw6mauNJSUlsS1btrALFy6wjIwM9tNPPzEHBwf23Xff1VsvtTHrZK42plFcXMw6dOjARo8ezXr27NlgrNTGrJO52tjhw4cZAHb16lWWnZ2t/VIoFPXW21rbGCUUDejXrx+bPXu2zrFOnTqxRYsWMcYYmzx5Mnv++ecNrn/69OkNvkgyxlhERIReCcXff//NeDwey8rK0h7bunUrE4lErKSkhDHG2DfffMNcXFxYVVWVtsyqVauYn58fU6lUjDHGFixYwDp16qRT9yuvvMIGDBigvT1p0iQ2ZswYnTJRUVHsmWee0d5u7LlTqVTMx8eHrV69Wnu+qqqKubi4sHXr1jV6vbbCEtqYRpcuXdiKFSvqPU9tzDpZUhubOHFig49Fbcw6mbuNTZ48mS1dupQtW7as0YSC2ph1Mlcb0yQURUVFetfVWtsYDXmqh1wux5kzZzB69Gid46NHj8axY8egUqmwd+9ehIaGIioqCt7e3ujfvz92796tU37GjBmIjIw0ebyJiYno1q0b/Pz8tMeioqIgk8lw5swZbZmIiAid9ZCjoqJw584d3LhxQ1vmwWuOiorC6dOnUV1d3WCZY8eOAWj8uQOAjIwM5OTk6JQRiUSIiIjQlrF1ltTGVCoVSktL4e7uXm8ZamPWx5LaWHJyMo4dO4aIiIh6y1Absz7mbmObNm1Ceno6li1bpld5amPWx9xtDADCw8Ph6+uLESNG4PDhww2Wba1tjBKKehQUFECpVKJNmzY6x9u0aYOcnBzk5eWhrKwMq1evxpgxYxATE4OJEyfiiSeeQFxcnLa8r68vAgMDTR5vTk5OrVjd3NxgZ2eHnJycestobjdWRqFQoKCgoMEymjoae+5qPl5DZWydJbWx//73vygvL8ekSZPqLUNtzPpYQhsLCAiASCTCQw89hNdeew0vvvhivWWpjVkfc7ax1NRULFq0CL/88gsEAoFe96E2Zn3M2cZ8fX3x/fffY+fOndi1axfCwsIwYsQIxMfH13uf1trG9Psf2IpxHKdzmzEGjuOgUqkAAOPHj8ebb74JAOjVqxeOHTuGdevWaT+FW7VqldlirRlvfWXYvQlAxijz4DFjlbF15m5jW7duxfLly/HHH3/A29u7SbHWjLeh63nwOLWxlmXONnbkyBGUlZXh+PHjWLRoEYKDgzFlyhS9Y60Zb0PX8+BxamMtq6XbmFKpxLPPPosVK1YgNDS0WbHWjLeh63nwOLWxlmWO17GwsDCEhYVpbw8cOBC3bt3CZ599hmHDhukda814G7qeB49bUxujHop6eHp6gs/n18rO8vLy0KZNG3h6ekIgEKBLly465zt37tzgqgKm4uPjUyvWoqIiVFdXa7POusrk5eUBQKNlBAIBPDw8GiyjqaOx505TB4AGy9g6S2hj27dvxwsvvIBff/0VI0eObLAstTHrYwltrH379ujevTteeuklvPnmm1i+fHm9ZamNWR9ztbHS0lKcPn0ac+bMgUAggEAgwPvvv4+zZ89CIBDg33//rfN+1MasjyW8jtU0YMAApKam1nu+tbYxSijqYWdnhz59+uDAgQM6xw8cOIBBgwbBzs4Offv2xdWrV3XOX7t2DUFBQS0ZKgB11nzhwgVkZ2drj8XExEAkEqFPnz7aMvHx8TpLl8XExMDPzw/t2rXTlnnwmmNiYvDQQw9BKBQ2WGbQoEEAGn/uAPWbDB8fH50ycrkccXFx2jK2ztxtbOvWrZgxYwa2bNmCcePGNVqe2pj1MXcbexBjDDKZrN7z1Masj7namEQiwfnz55GSkqL9mj17NsLCwpCSkoL+/fvXeT9qY9bH0l7HkpOT4evrW+/5VtvG9J6+3QppltrasGEDu3TpEps3bx5zdHRkN27cYIwxtmvXLiYUCtn333/PUlNT2ddff834fD47cuSIto5FixaxqVOn6tR78eJFlpyczB577DEWGRnJkpOTWXJysk4ZzbE+ffqwZ599liUnJ7OLFy9qz+/atYuFhYVpb2uWKRsxYgRLSkpiBw8eZAEBATrLlBUXF7M2bdqwKVOmsPPnz7Ndu3YxiURS5zJlb775Jrt06RLbsGFDrWXKEhISGJ/PZ6tXr2aXL19mq1evrneZsvqeO8bUy5S5uLiwXbt2sfPnz7MpU6a02qXwWrqNbdmyhQkEAva///1PZym84uJibRlqY7bBXG1s7dq17M8//2TXrl1j165dYxs3bmQSiYQtWbJEW4bamG0w59/Kmupa5YnamG0wVxv74osv2O+//86uXbvGLly4wBYtWsQAsJ07d2rLUBtTo4SiEf/73/9YUFAQs7OzY71792ZxcXE65zds2MCCg4OZWCxmPXv2ZLt379Y5P336dBYREaFzLCgoiAGo9VVTXeeDgoK05zdt2lTrPpmZmWzcuHHM3t6eubu7szlz5ugsScYYY+fOnWNDhw5lIpGI+fj4sOXLl2uXKNOIjY1l4eHhzM7OjrVr1459++23tZ6XHTt2sLCwMCYUClmnTp10/nPp+9ypVCq2bNky5uPjw0QiERs2bBg7f/58rXpsnTnaWERERJ3np0+fri1Dbcx2mKONffXVV6xr167MwcGBSSQSFh4ezr755humVCq1ZaiN2Q5z/a2sqa6EgtqY7TBHG/v4449Zx44dmVgsZm5ubmzIkCFs7969OnVQG1PjGHtgWz5CCCGEEEII0RPNoSCEEEIIIYQYjBIKQgghhBBCiMEooSCEEEIIIYQYjBIKQgghhBBCiMEooSCEEEIIIYQYjBIKQgghhBBCiMEooSCEEEIIIYQYjBIKQgghhBBCiMEooSCEEGIykZGR4DjO3GEQQggxIYG5AyCEEGIdmpoYMMZMFAkhhBBLQgkFIYQQvSxbtqzWsRUrVsDFxQXz5s2r8z4//vgjKioqTBwZIYQQc+IYfYRECCHEQBzHISgoCDdu3DB3KIQQQsyE5lAQQggxmbrmUERHR4PjOERHR2PPnj3o378/HBwc4O/vj/feew8qlQoA8MsvvyA8PBz29vYIDAzEZ599VudjMMawceNGDB48GBKJBA4ODnjooYewceNGk18fIYQQGvJECCHETH7//XfExMRgwoQJGDx4MPbu3YsPP/wQjDG4ubnh/fffx/jx4zFs2DDs3LkT8+fPh6+vL5577jltHYwxPP/889iyZQtCQ0Px7LPPws7ODgcOHMALL7yAS5cu1ZuIEEIIMQ4a8kQIIcRgjQ15ioyMRFxcnM4E7ejoaMycORNCoRAJCQno27cvAKC0tBTBwcEoKyuDRCJBQkICOnToAAC4desWgoOD0alTJ5w9e1Zb1/r16/Hyyy/jhRdewLp16yAQqD8nk8vleOqpp7Bnzx6cPn0affr0MdEzQAghhIY8EUIIMYvnnntOm0wAgLOzMx599FFUVFTg1Vdf1SYTANC2bVsMGTIEFy9ehEKh0B5fu3YtHB0dsXbtWm0yAQB2dnZYuXIlAGDr1q0tcDWEENJ60ZAnQgghZhEeHl7rmK+vLwCgV69edZ5TKpXIzc2Fv78/KioqcP78efj5+WH16tW1yldXVwMArly5YtzACSGE6KCEghBCiFlIJJJaxzS9DA2d0yQKRUVFYIwhKysLK1asqPdxysvLjREuIYSQelBCQQghxCppko4+ffrg9OnTZo6GEEJaL5pDQQghxCo5Ozujc+fOuHz5MoqLi80dDiGEtFqUUBBCCLFab7zxBioqKvDSSy/VObQpIyODNt0jhBAToyFPhBBCrNYrr7yC48ePY/PmzUhISMDIkSPh5+eH3NxcXLlyBSdOnMCWLVvQrl07c4dKCCE2ixIKQgghVkuz4/bYsWOxfv16/PXXXygrK4O3tzdCQkLw2WefYeTIkeYOkxBCbBptbEcIIYQQQggxGM2hIIQQQgghhBiMEgpCCCGEEEKIwSihIIQQQgghhBiMEgpCCCGEEEKIwSihIIQQQgghhBiMEgpCCCGEEEKIwSihIIQQQgghhBiMEgpCCCGEEEKIwSihIIQQQgghhBiMEgpCCCGEEEKIwSihIIQQQgghhBiMEgpCCCGEEEKIwSihIIQQQgghhBiMEgpCCCGEEEKIwSihIIQQQgghhBiMEgpCCCGEEEKIwSihIIQQQgghhBhMYO4AWhOVSoU7d+7A2dkZHMeZOxxCCCGEEGIFGGMoLS2Fn58feDzL6w+ghKIF3blzB23btjV3GIQQQgghxArdunULAQEB5g6jFkooWpCzszMAdWOQSCQmexylUon09HR07NgRfD7fZI9DWi9qY8TUqI0RU6M2RkzNmG1MKpWibdu22veSloYSihakGeYkkUhMnlA4OTlBIpHQiyQxCWpjxNSojRFTozZGTM0UbcxSh8xb3iAsQgghhBBCiNWghIIQQgghhBBiMEooCCGEEEIIIQajhIIQQgghhBBiMEooCCGEEEIIIQajhIIQQgghhBBiMEooCCGEEEIIIQajhIIQQghpxQ5cysW6uHQwxswdCiHEStHGdoQQQkgrxBjDt3Hp+GTfVQBANz8XDAnxNHNUhBBrRD0UhBBCSCujUjG8/9clbTIBAHHX8swYESHEmlFCQQghhLQicoUK87anYFPCDQDAw528AQDx1wrMGBUhxJpRQkEIIYS0EmUyBWZFn8KfZ+9AwOPw5eRe+O/TPcFxwNXcUmSXVJo7REKIFaKEghBCCGkFCspkmPL9cRxNK4CDHR8bZ/TFhHB/uDnaoWeAKwDgCPVSEEIMQAkFIYQQYuNuFlbgqW+P4XxWCdwd7bD1pQEYFuqlPa/5Oe5avrlCJIRYMUooCCGEEBt28U4Jnvj2GG4UViDAzR6/zR6Inm1ddcpE3EsojqYVQKFUmSFKQog1o4SCEEIIsVHH0gsw+bvjKCiTobOvBLteHYQOXk61yvUMcIFELEBJZTXO3i4xQ6SEEGtGCQUhhBBig/4+n40ZG0+hTKbAgA7u2P7KAHhLxHWWFfB5GBqi7qWIp2FPhJAmooSCEEIIsRHX88vwv8NpGPfVEfznlyTIlSqM7e6D6Jn9IBELG7zvsFD1pnY0j4IQ0lS0UzYhhBBixVJzS/H3+Rz8cyEbV3JKtcf5PA7TB7bDknGdwedxjdajmZh97nYxiivkcHWwM1nMhBDbQgkFIYQQYkUYY7iSU4p/zmfj7ws5SMsr054T8DgMDvbE2O4+GNXFB+6O+icFvi72CG3jhGu5ZTiaVoBHe/iZInxCiA2ihIIQQgixcIwxXLwjxd/ns/HPhRxkFJRrz9nxeRga4olHuvtiVOc2cHFoeGhTQ4aFeOFabhniruZTQkEI0RslFIQQQkgLkitUKK6Qo6paBZlCiapqFaoUSsiqVaiqVkKmUH/XHLtTXIn9l3Jw6+79XaztBDxEhnphbHdfPNzZu9H5EfqKCPPCD0czEJ+aD8YYOK7xoVKEEEIJBSGEEGJCpVXVSLpZjFMZd3Hqxl2k3CqGTNH0vR7EQh4e7uSNR7r5YngnbziJjP8nvG87d4iFPORKZbiaW4pOPhKjPwYhxPbYXEKRlZWFHTt24O+//8aVK1eQk5MDd3d3DB48GAsWLED//v31rkulUuGbb77B999/j9TUVDg5OWH48OFYuXIlQkJCTHgVhBBCrJFCqUJhuRxnMotw8l4CcTlbChXTLcfjALGQD5GAp/u9jmNOIgGGhXgiIswLDnam/bMtFvIxoIMHYq/mI/5aPiUUhBC92FxC8fXXX+Pjjz9Gx44dMWrUKHh7eyM1NRW7d+/G7t27sXXrVkyaNEmvumbPno3169ejS5cueP3115Gbm4vt27cjJiYGx44dQ5cuXUx8NYQQQloKYwwVciWkVdUorVJAWnnve1U1pFUKlNZxvPTecWml+nu5XFln3W3d7dG3nTv6tXPHQ+3c0dHL0WKHEw0L8ULs1XzEXcvHy8M6mjscQogVsLmEol+/foiPj8fQoUN1jh85cgQjRozAq6++ivHjx0MkEjVYz+HDh7F+/XoMHToUBw4c0JafNm0aRo0ahVdffRVxcXEmuw5CCCFqpVXVOH79Lo6m5uNydikk9gJ4OIrg6WwHD0cRPJzs4OkkgqeT+mc3Bzu9lknVKKmoxubEG9h87AYKy+XNjpfjgLA2zujX3h1926m/fFzq3lDOEkWEeQF/AacyilAhV5i8V4QQYv1s7lXiiSeeqPP40KFDMXz4cMTExOD8+fN46KGHGqxn/fr1AIAPP/xQJ/kYMWIEoqKisG/fPly7dg2hoaHGC54QQmycSsUgU6gnI2smH8sUKvWE5HuTkGUKJSpkCpy8cheXD59Ayq1iKB4cM9QAjgPcHey0CYaHkwgejnbwdNIcUx93EgmwKykLPx/PRJlMob0/n8dBIhbAWSyEs1gAiea7/QO3xUJI7NXlNMec793PTmC9+8Z28HSEv6s9soorceL6XQzv5G3ukAghFs7mEoqGCIXqVTAEgsYvOzY2Fo6Ojhg8eHCtc5qEIi4ujhIKQkiTKFUMudIq3CmuRGW1+g20XKl+Ey1XqLRvruVKFWTVSsiUNW/rlpPfe2OuYsCADh54src/Qto4myTukspqnLtdjJSbxcgoLEe1kqFaoUK1Uh1btVKlPqZUx6W5rVDWjF39syGCPBwwNMQTfYLcUFWtQkGpDIXlchSUyVBQJkNhmRyF5XIUVcjBGFBYrr6NXP3qD2vjjP8M74iRndvAwY5vscORWgLHcYgI88KWEzcRdy2fEgpCSKNaTUJx8+ZNHDx4ED4+PujevXuDZcvLy5GdnY1u3bqBz+fXOq+ZkJ2amtpgPTKZDDKZTHtbKpUCAJRKJZTKusfZGoNSqYRKpTLpY5DWrbltjDFW4+d73+s4X/OYgMdZzZs8aWU1bt6twK2iSvWX5ue7FcgqrkS1Uv9P2/WVcqsY6+LS0c1Pgonhfnispx88GtnUjDGGcrkSJRXVKKqQo6SyGkUV1SiprEZxRTWKK+UoLJPj4h0p0vLLG6zLEAIeB5GAp/66NwlZMxHZjs9BjGqM6hmIYSFeaOvuoFedCqUKRRXV6oSiTJN03P+5sOze7XIZ7pZXo5OvM2YP64CHw7zAuzdMSqUyLOmxJUM6etxLKPKgVHYydzgmQX8riakZs41ZejttFQlFdXU1pk6dCplMhk8++aTOJKGmkpISAICLi0ud5yUSiU65+qxatQorVqyodTw9PR1OTk76hG4QlUqFu3fvIi0tDTye9Xa7E/NgjKFahXtr46tQqWCoqlahUqFCZTVTH5MrUSgtB3euCHIFUKVQoUqhPie7972qju8yheFvpEV8Di5iPtzs+XC158NV87NY87NAe95ZxAOvjuRDxRgqq1Uok6tQLq/5XfnAbVW9Q2xYPZcgVzLklVcjp1SBMnnDb0j5HODlKIC9kAc7Pgchn1N/59X4+d53zc9CPgc77XkehHz1hmZCHocqhQpHbpTh5O0KXLgjxYU7Unz09xU8FOCATp5ilMmVkMpUKJUpUVrzu1yJpqxe6ussQJinGO3c7CAWcBDw7n3di13AUycJQv79c0IeBz4PEAnUcdvVuK6G5jloXsfcXatQVZiF1EL94wQAPgBvAN4OABwAePMAiO99PagE6ekNv563Nm2gBI8DMgoqcCTpEnycjbPPhSWhv5XE1IzZxsrKyowUlWnYfEKhUqkwa9YsxMfH46WXXsLUqVNb7LEXL16Mt956S3tbKpWibdu26NixozYpMQWlUom0tDQEBwc3mjyR1kehVOHEjSLEXMxFal4ZKuQKVMiVKJerx61XyJVNGK9eZdJYa5IpGfLKFcgrVzRals/j7o2htwOP43RW6WnCUPxm8XSyQ1s3e7R1d0CAmz0C3RwQ4K7+3kYigoBv3Dcwr0A9zOevc9n4PTkL57OkOHGrAiduVTR6Xzs+B1cHO7g6COFqL1T/bC+Ei4MQbg5ChHg7oWdb10Z7PIyJXsfMr09QCU7dKMKtaicMDQk0dzhGR22MmJox25hmlIulsumEgjGGl156CT///DOef/55rFu3Tq/7aXom6uuB0PxS6+vB0BCJRHWuJsXn803+4sXj8VrkcYh1kCmUSEgrwD/nc3Dgci6KK6r1up+dgAdHOz4c7ARwFKm/O9jx4SDkQyGrQBsPVziKhHCw48Pejq8+Z8eHvZ0ADkJ+jePq+4mEPPBr9BzUHMJU87NqzWHu3lEGBmmlAvk1xsurv8tQUHZ/HH1BmXrYjlLFkF8mQ36ZDHWx4/MgsVdPqFVPrBXCxV4ISY2JtyJB0/7vCHgc/F3VCURbd3uzrIzjLbHHrCEdMGtIB6TmluKPlDvIlVbBzVGTLNz7XuNnNwc7iIU8ixxORq9j5hUR6oVTN4oQn1aIqYPamzsck6A2RkzNWG3M0tuozSYUKpUKL774IjZt2oQpU6YgOjpa7+4mR0dH+Pr6IiMjA0qlstYvUTN3gja3I5asQq5A3NV87LuYg38v56G0xio2bg5CjO7ig0HBHnAWC9QJg50ADiK+9ruDkF/vp+hKpRKpqakICQlpsRc5Vwc7BHo0Po5erlDhbo3Jugy4lyzcTyDEQst+YTaGkDbOeCcqzNxhECsWEeqNz2KuITG9ENVKFYRG7lUjhNgOm0woaiYTkydPxk8//dTkNz0RERHYtm0bEhISMGzYMJ1z+/fv15YhxJJIq6rx7+U87LuQg9hreaiqvj9Avo1EhKiuPhjTzQf92rkbfciNpbAT8ODjIraqdf8JsURd/STwcLRDYbkcSZlF6N/Bw9whEUIslM0lFCqVCi+88AKio6Px9NNP4+eff24wmSgoKEBBQQE8PT3h6empPf7yyy9j27ZtWLp0KQ4ePAg7O/XY4UOHDmH//v0YNmwYLRlLLEK1UoXdyVn4+3w2EtIKdZblDHCzxyPdfDCmmy/C27pqV7EhhJDG8HgchoZ4YnfKHcRdy6eEghBSL5tLKN5//31ER0fDyckJoaGh+PDDD2uVmTBhAnr16gUAWLt2LVasWIFly5Zh+fLl2jLDhw/Hiy++iB9++AHh4eEYN24ccnNzsX37dkgkEnz77bctdEWE1K9SrsSrv5xB7NV87bGOXo54pJsvxnTzQVc/iUWOjSeEWIdhoV7YnXIH8an5WDDGNpePJYQ0n80lFDdu3ACgXl5r5cqVdZZp166dNqFoyHfffYcePXrgu+++w1dffQUnJyc89thjWLlyJfVOELMrqazGC9GncDqzCGIhD/+JDMbY7j4I9jbNxmaEkNZnaIgXAOBClhT5pTJ4OddeaIQQQjjG6ltVnRibVCqFi4sLSkpKTL5sbEtPmCUtK79UhmkbT+JythTOYgE2zeiLh9q5t9jjUxsjpkZtzHKM++oILt6R4ovJPTExPMDc4RgNtTFiasZsYy31HtJQtjkrkxAbdruoAk+vO4bL2VJ4Oomw/eWBLZpMEEJal2Gh6l6KuBpDKwkhpCZKKAixIml5pXjq20TcKKyAv6s9dsweiC5+lvdJBSHEdkTcSyiOpBZA1VI7QxJCrAolFIRYifO3SzDpu+PIkVYh2NsJO18dhPaejuYOixBi43oHusHRjo/CcjkuZVv2br2EEPOghIIQK5CYXogp64/jbrkcPQJc8OsrA2mfBUJIi7AT8DAoWL2setw1GvZECKmNEgpCLNzBS7mYvukkymQKDOjgjl9e7A93Rztzh0UIaUW08ygooSCE1IESCkIs2O/Jt/HKz2cgV6gwsnMbRM/sB2ex0NxhEUJamYh7y8cmZRahtKrazNEQQiwNJRSEWKjNx27gze1noVQxPBHuj3XP94ZYSEsbEkJaXqCHA9p7OkKhYjiWXmjucAghFoYSCkIsDGMMXx1KxbI/LwIAZgxqh8+e7gkBn/67EkLMJ4KGPRFC6kHvUAixICoVwwd/XcbnB64BAOaNDMGyx7qAx+PMHBkhpLUbFqqemB1/LR+0Jy4hpCZKKAixIP89cBUbEzIAAP/3aBfMGxkKjqNkghBifgM6eMCOz8PtokpkFJSbOxxCiAWhhIIQC/Ln2TsAgBWPd8WsIe3NHA0hhNznYCdA3/ZuAGjYEyFEFyUUhFgIxhhypTIAwMOdvM0cDSGE1Dbs3mpP8ZRQEEJqoISCEAtRXFENuUIFAPCWiMwcDSGE1Db0XkJxIuMuzaMghGhRQkGIhcgtrQIAuDvaQSSg5WEJIZYn0MMBAFAhV6KqWmXmaAghloISCkIshGa4k7cz9U4QQiyTox0f/HurzpVU0gZ3hBA1SigIsRC5JeoeijYSsZkjIYSQunEcBxd7IQBKKAgh91FCQYiFyJWqEwofSigIIRaMEgpCyIMooSDEQmjmULShCdmEEAsmoYSCEPIAm0wofv75Z7zyyit46KGHIBKJwHEcoqOjm1RHbGwsOI6r9+v48eOmCZ60Wto5FNRDQQixYJoeiuIKuZkjIYRYCoG5AzCFpUuXIjMzE56envD19UVmZqbBdUVERCAyMrLW8YCAgGZESEhtmiFPNIeCEGLJaMgTIeRBNplQ/PDDDwgJCUFQUBBWr16NxYsXG1xXZGQkli9fbrzgCKkHzaEghFgDF3v1WwcpJRSEkHtsMqEYOXKkuUMgpEmUKob8UvWQJ5pDQQixZNRDQQh5kE0mFMaUmpqKr776ChUVFQgKCsKoUaPg6elp7rCIjSkok0HFAD6Pg4cTJRSEEMtFCQUh5EGUUDRiy5Yt2LJli/a2vb09VqxYgfnz5zd6X5lMBplMpr0tlUoBAEqlEkql0vjB3qNUKqFSqUz6GMS47hRVAAC8nOwApoKl/+qojRFTozZmuZxF6rcOxRXVVv37oTZGTM2YbczS2yklFPXw8vLCp59+ikcffRSBgYEoLi7G4cOHsXDhQixYsAASiQSvvPJKg3WsWrUKK1asqHU8PT0dTk5OpgodKpUKd+/eRVpaGng8m1zIy+ak3CwHAEjs1L1ilo7aGDE1amOWq6K4DACQWyS1iter+lAbI6ZmzDZWVlZmpKhMgxKKenTt2hVdu3bV3nZwcMBzzz2Hnj17ok+fPli2bBleeumlBhvI4sWL8dZbb2lvS6VStG3bFh07doREIjFZ7EqlEmlpaQgODgafzzfZ4xDjOXX3JoAcBHq5ICQkxNzhNIraGDE1amOWq5BfCBzOhRwCq3i9qg+1MWJqxmxjmlEulooSiibq1q0b+vfvjyNHjiAtLQ2hoaH1lhWJRBCJao+H5/P5Jn/x4vF4LfI4xDjyytTrufu4iK3md0ZtjJgatTHL5OaoXomupFJh9b8bamPE1IzVxiy9jRqcUMjlcuzevRunTp1CcXFxnWO7OI7Dhg0bmhWgJdJMyq6oqDBzJMRW0JKxhBBr4eKgnpQtrawGYwwcx5k5IkKIuRmUUGRmZmLUqFFIT08HY6zecraYUCgUCiQlJYHjOAQGBpo7HGIjaJdsQoi10KzyJFeqUFWtgr2dZX9ySggxPYMSijfffBNpaWmYOnUqZs2ahYCAAAgE1jl6qqCgAAUFBfD09NRZDjYxMREDBgzQ+eRFoVBg/vz5yMzMxJgxY+Du7m6OkIkNol2yCSHWwtGODz6Pg1LFUFJZTQkFIcSwhOLff//FiBEjsHnzZmPHYxQ//PADjh49CgA4f/689lhsbCwAYMKECZgwYQIAYO3atVixYgWWLVumsyP2lClTwHEcBg0aBH9/fxQXFyM+Ph5Xr15FYGAg1q1b15KXRGzc/YSC9qAghFg2juPgYi/E3XI5Siqr4eNCH4QQ0toZlFCoVCqEh4cbOxajOXr0aK1kJyEhAQkJCQCAdu3aaROK+rz66qvYt28fYmNjUVBQAIFAgODgYCxZsgRvv/023NzcTBU+aWVkCiWKKtQbRNEcCkKINaiZUBBCiEEJxcCBA3H58mVjx2I00dHRiI6O1qvs8uXLdXomNBYuXIiFCxcaNzBC6pB3b/6EnYCnHZtMCCGWTEK7ZRNCajBol43Vq1fj8OHD+O2334wdDyGtTs3hTrRaCiHEGrhQQkEIqcGgHoo9e/Zg+PDhmDx5MiIiIhAeHg4XF5da5TiOw3vvvdfsIAmxZZoVnmi4EyHEWlBCQQipyaCEouYQodjYWO1k5wdRQkFI4zQ9FLRkLCHEWrjYq98+UEJBCAEMTCgOHz5s7DgIabVyS+8NeXKmhIIQYh00PRRSSigIITAwoYiIiDB2HIS0WrkltGQsIcS60JAnQkhNBk3KJoQYj3YOBa3lTgixEpRQEEJqatb21seOHUN0dDRSUlJQUlICiUSC8PBwTJs2DUOGDDFWjITYNM2QJ28a8kQIsRKUUBBCajI4oXjnnXfwxRdfgDEGAODxeFCpVDhz5gw2bNiAuXPn4vPPPzdaoITYKhryRAixNrQPBSGkJoOGPP3444/4/PPPERYWhq1btyI7OxsKhQI5OTnYtm0bOnXqhDVr1uDHH380dryE2JQymQLlciUAoA2t8kQIsRLUQ0EIqcmghOLbb79F27ZtceLECUyePBlt2rQBAHh7e2PSpElITExEQEAAvvnmG6MGS4it0SwZ6ywSwFHUrBGIhBDSYiihIITUZFBCceHCBTz55JNwdnau87xEIsETTzyBixcvNis4Qmzd/T0oaLgTIcR6aBIKuUKFqmqlmaMhhJibwas8aeZO1IfjOEOrJqTV0CQUNNyJEGJNnEQC8Hnqv/PUS0EIMSih6NatG3bu3ImysrI6z5eWlmLnzp3o2rVrs4IjxNZpl4ylhIIQYkU4joNETLtlE0LUDEooZs+ejdu3b2PgwIHYuXMnCgoKAAAFBQX47bffMGjQINy+fRuvvvqqUYMlxNbcH/JECQUhxLrQPApCiIZBs0CnT5+OlJQUrFmzBpMmTQJwf9lYQD0c6vXXX8f06dONFykhNuj+kCeaQ0EIsS6ahKK4ghIKQlo7g5eV+eKLL/Dkk09i06ZNSElJgVQq1W5sN336dAwdOtSYcRJikzRDnmgOBSHE2tBeFIQQjWatUzlkyBDaEZuQZqBJ2YQQa0VDngghGgav8kQIaR7GGPK0PRQ05IkQYl0ooSCEaOjVQ3Hz5k0AgL+/P/h8vva2PgIDAw2LrBl+/vlnHDlyBGfOnMH58+chl8uxadMmzJgxo0n1qFQqfPPNN/j++++RmpoKJycnDB8+HCtXrkRISIhpgietRlFFNeRK9bwjL2dKKAgh1kWTUEgpoSCk1dMroWjXrh04jsPly5cRGhqqvd0YjuOgUCiaHWRTLV26FJmZmfD09ISvry8yMzMNqmf27NlYv349unTpgtdffx25ubnYvn07YmJicOzYMXTp0sXIkZPWRDPcyd3RDiIB38zREEJI01APBSFEQ6+EYtq0aeA4Di4uLjq3LdUPP/yAkJAQBAUFYfXq1Vi8eHGT6zh8+DDWr1+PoUOH4sCBAxCJ1J8gT5s2DaNGjcKrr76KuLg4Y4dOWhGaP0EIsWaUUBBCNPRKKKKjoxu8bWlGjhzZ7DrWr18PAPjwww+1yQQAjBgxAlFRUdi3bx+uXbuG0NDQZj8WaZ1oyVhCiDWjhIIQokGTsusRGxsLR0dHDB48uNa5qKgoAKAeCtIs2iVjnamHghBifSihIIRoGJRQ8Pl8fPDBBw2W+fjjj8HnW+e48PLycmRnZ6N9+/Z1XoNmQnZqampLh0ZsiLaHwoUSCkKI9aF9KAghGgbtQ8EYA2PM2LFYjJKSEgDQzhl5kEQi0SlXH5lMBplMpr0tlUoBAEqlEkql0hih1kmpVEKlUpn0MUjz5ZaoEwovJ6HV/a6ojRFTozZm+ZxF6s8kSyqrrfL3RG2MmJox25ilt9NmbWzXkPz8fNjb25uqequwatUqrFixotbx9PR0ODk5mexxVSoV7t69i7S0NPB4NKrNUmXmqxNSZdldpKbKGiltWaiNEVOjNmb5yuXqNzhyhQoXLl+FSGBdvydqY8TUjNnGysrKjBSVaeidUPz44486t1NSUmodA9QZ1O3bt7Fp0yZ069at+RGagaZnor4eCE1PQ309GBqLFy/GW2+9pXO/tm3bomPHjtpeDlNQKpVIS0tDcHCw1Q47aw1K5LcBAL3C2iPEv+G2ZGmojRFTozZm+Rhj4PMyoVQxePkHWd2KddTGiKkZs41p3ntaKr0TihkzZmiXiuU4Dn/88Qf++OOPWuU0Q6Hs7e2xfPly40TZwhwdHeHr64uMjAwolcpajUAzd6Kxze1EIpHOClEafD7f5C9ePB6vRR6HGEahVKGgTN0r4efmYJW/J2pjxNSojVk+iViAoopqlMlV8LPC3xO1MWJqxmpjlt5G9U4oNm3aBECdMMyaNQsTJkzA+PHja5Xj8/lwd3fHwIED4ebmZrxIW1hERAS2bduGhIQEDBs2TOfc/v37tWUIMURBmRwqBvB5HDwcadlYQoh1crEXoqiimiZmE9LK6Z1QTJ8+XftzXFwcJk6ciMcff9wkQbWkgoICFBQUwNPTE56entrjL7/8MrZt24alS5fi4MGDsLOzAwAcOnQI+/fvx7Bhw2gPCmIwzQpPXk4i8HmWu0kkIYQ0RLt0bAUlFIS0ZgZNytb0VliqH374AUePHgUAnD9/XnssNjYWADBhwgRMmDABALB27VqsWLECy5Yt0xmiNXz4cLz44ov44YcfEB4ejnHjxiE3Nxfbt2+HRCLBt99+25KXRGwMLRlLCLEFtHQsIQQwwipPSqUSBQUFOsuj1hQYGNjch2iyo0ePYvPmzTrHEhISkJCQAABo166dNqFoyHfffYcePXrgu+++w1dffQUnJyc89thjWLlyJfVOkGbJLdVsakfDnQgh1os2tyOEAM1IKM6cOYN3330X8fHxkMvldZbhOA4KhcLg4AwVHR2N6OhovcouX7683snjPB4Pr7/+Ol5//XXjBUcI7u9BYW2rohBCSE2UUBBCAAMTipSUFAwdOhQCgQCjR4/Gnj170LNnT/j4+CApKQn5+fmIjIxEUFCQseMlxCZohzxJqIeCEGK9KKEghACAQbtsfPDBBwCAEydOaJeOnThxIv755x/cuHEDs2fPxoULF7Bs2TLjRUqIDdEOeaIeCkKIFdMkFFJKKAhp1QxKKI4ePYrHH38cnTt31h6ruf/E2rVr4efnh3fffdc4URJiY2jIEyHEFlAPBSEEMDChKCkpQYcOHbS3hUKhzpbgPB4PkZGROHToUPMjJMQG5ZZSQkEIsX6UUBBCAAMTCm9vbxQVFWlv+/j4aHeP1qiqqkJFRUXzoiPEBlVVK1F8b812mkNBCLFmlFAQQgADE4ouXbrg6tWr2tuDBw9GTEwMjh8/DgC4fPkyfv31V3Tq1Mk4URJiQ/LvzZ8QCXjaP8aEEGKNaB8KQghgYEIxbtw4xMfHIzs7GwCwcOFCMMYwePBgeHl5oXv37iguLqY5FITUIUd6f7gTx9Eu2YQQ60U9FIQQwMCEYvbs2cjKyoKHhwcAoGfPnjh06BDGjBkDT09PjBw5Env27MHEiRONGiwhtoCWjCWE2AoXB3VCIVOoUFWtNHM0hBBzMWgfCqFQiDZt2ugcGzRoEPbu3WuUoAixZblSWjKWEGIbnOwE4HGAiqmXjhUL+eYOiRBiBgb1UHTo0AFz5swxdiyEtAp5UlrhiRBiG3g8juZREEIMSygKCgrg7Oxs7FgIaRVyaMgTIcSG0DwKQohBCUWvXr1w7do1Y8dCSKuQSz0UhBAbokkoNMthE0JaH4MSioULF2LPnj04fPiwseMhxObl0RwKQogNaekeij9SsnAm826LPBYhRD8GTcouLCzE6NGjMWrUKEycOBF9+/ZFmzZt6lwCc9q0ac0OkhBbwRjTWTaWEEKsXUvOoUi6WYS521LgLBbg5LsjYW9Hk8AJsQQGJRQzZswAx3FgjGHnzp3YuXMnAOgkFIwxcBxHCQUhNZTJFKiQq5dW9HamORSEEOvXkj0U/5xX739VWqXAgcu5eLynn8kfkxDSOIMSik2bNhk7DkJaBc2Ssc4iARxFBv33I4QQi9JSCQVjDPsu5mhv70q6TQkFIRbCoHc006dPN3YchLQK2iVjXWi4EyHENmgSCqmJE4rL2aW4dbcSQj6HaiVD/LV85JVWwduZXk8JMTeDJmUTQgxDS8YSQmxNS/VQaHonhod5o3egK1QM+DPljkkfkxCin2YlFL///jsmTZqEHj16IDg4WHv8ypUr+OSTT5CVldXsAAmxJdpdsukTNUKIjWiphGL/BXVCEdXVB0/0DgAA7Eyi9xmEWAKDEgqVSoXJkyfjqaeews6dO3H9+nVkZGRoz7u5uWHJkiX48ccfjRZoU506dQpjx46Fm5sbHB0d0a9fP2zZskXv+8fGxoLjuHq/jh8/bsLoia3KpSFPhBAb0xIJRUZBOa7mlkLA4zCiszce7eELOz4Pl7OluHRHarLHJYTox6A5FF988QV27NiB2bNnY/Xq1fj888/xwQcfaM+3adMGQ4cOxd69e7F48WKjBauv2NhYREVFwc7ODs888wxcXFywa9cuPPfcc7hx4wbeffddveuKiIhAZGRkreMBAQFGjJi0FtqEglZ4IoTYiJZIKPbfG+40oIMHXB3sAAAjOnvjnws5+D35Nrr4dTHZYxNCGmdQQhEdHY2HHnoI33zzDQDUuf9EcHAw9u7d27zoDKBQKPDiiy+C4zjEx8cjPDwcALBs2TIMHDgQy5Ytw9NPP42QkBC96ouMjMTy5ctNGDFpTWiXbEKIrWnJhCKqm4/22BO9A/DPhRzsTrmDhWM6QcCnaaGEmItB//vS0tIwbNiwBst4eHigsLDQoKCa499//0V6ejqeffZZbTIBAM7OznjvvfegUCho2VtiNpo5FN6UUBBCbIRmYzuZQoWqaqXR688pqULyzWJwHBDVpY32eESoF9wd7ZBfKsPRtAKjPy4hRH8GJRT29vaQShses5iZmQlXV1dDqm+W2NhYAMDo0aNrndMci4uL07u+1NRUfPXVV1i9ejW2bt2KggJ60SKGYYwhr1TdQ+FDcygIITbCWSSAZqCCKZaOjbmk7p0Ib+uq82GMnYCn3YeCJmcTYl4GDXkKDw/H/v37IZPJIBLVHgt+9+5d7Nu3r9FeDFNITU0FgDqHNLm5ucHT01NbRh9btmzRmcxtb2+PFStWYP78+Y3eVyaTQSaTaW9rkjClUgml0vif4mgolUqoVCqTPgZpusJyOaqVDADgbi+w6t8PtTFiatTGrItELERJZTXulsvg4Sg0at377q3uNLpLm1rtYXxPX0Qfu4GYizkoLq+Cs1j/x6Y2RkzNmG3M0tupQQnFG2+8gYkTJ+Kpp57CunXrdM6lp6dj1qxZKCkpwRtvvGGUIJuipKQEAODi4lLneYlEgtu3bzdaj5eXFz799FM8+uijCAwMRHFxMQ4fPoyFCxdiwYIFkEgkeOWVVxqsY9WqVVixYkWt4+np6XByctLjagyjUqlw9+5dpKWlgcejMaWW4vpddXLpIuYhMyPdzNE0D7UxYmrUxqyLg4ChBMDFa9eBEnuj1SutUuL4dfXw6VCHylofCIoZQ6CLEDdLqhF96BzGhEr0rpvaGDE1Y7axsrIyI0VlGgYlFOPHj8eiRYuwevVqBAYGwtHREQDg7e2NwsJCMMbw3nvv4eGHHzZqsC2pa9eu6Nq1q/a2g4MDnnvuOfTs2RN9+vTBsmXL8NJLLzXYQBYvXoy33npLe1sqlaJt27bo2LEjJBL9X/SaSqlUIi0tDcHBweDz+SZ7HNI0WVfzAdyGn6uj3osCWCpqY8TUqI1ZFw/nfGSXSiHx9EFIiLfR6t2ZlAUVAzr5OCOiT90rOU3uL8CnMddw7I4Cr4/T/7WV2hgxNWO2scamGpibQQkFAHz00UcYPnw41q5dixMnTqCqqgoqlQpjxozBG2+8gaioKGPGqTdNz4Smp+JBUqm03t4LfXTr1g39+/fHkSNHkJaWhtDQ0HrLikSiOoeE8fl8k7948Xi8Fnkcor/8MjkA9fwJW/i9UBsjpkZtzHq4OaqXci2VKY36+4q5lAcAGNPNp956J/YOwGcHruHkjSLcKZGhrbuD3vVTGyOmZqw2Zult1OCEAgBGjRqFUaNGGSsWo9B88puamoo+ffronCsqKkJBQQEGDRrUrMfw9PQEAFRUVDSrHtK6aHfJphWeCCE2RmKCpWPLZQrEp+YDUO+OXR8/V3sM6uiBhLRC/J6chTdGWHcPMCHWyOYGDUZERAAAYmJiap3THNOUMYRCoUBSUhI4jkNgYKDB9ZDWJ/feCk+0ZCwhxNaYYi+KuGv5kCtUCPJwQCcf5wbLPhGu3mx2V9JtMMaMFgMhRD82l1CMGDECHTp0wJYtW5CSkqI9Xlpaig8++AACgQAzZszQHi8oKMCVK1dqLQebmJhY60VJoVBg/vz5yMzMRFRUFNzd3U15KcTG5N3b1M6HEgpCiI0xRUKhWd0pqqtPnRvo1jSmmw/shXzcKKxA0s1io8VACNGPXkOeeDxeo/+Z68JxHBQKRZPv1xwCgQA//PADoqKiMHToUEyZMgUSiQS7du1CRkYGPvzwQ515D2vXrsWKFSuwbNkynR2xp0yZAo7jMGjQIPj7+6O4uBjx8fG4evUqAgMDa61uRUhjcrS7ZNeeV0MIIdbM2AmFTKHE4Svq+RMNDXfScBQJ8Eg3H+xKzsKupNvoE+RmlDgIIfrRK6EYNmyYQQmFuQwfPhxHjx7FsmXL8Ouvv0Iul6Nr16744IMP8Nxzz+lVx6uvvop9+/YhNjYWBQUFEAgECA4OxpIlS/D222/DzY1erEjT0BwKQoit0iQUxtrY7lh6IUplCng7ixDe1lWv+zzROwC7krOw5+wd/N9jXSASWPYkVkJsiV4JhWb3aWvSr18//PPPP42WW758uU7PhMbChQuxcOFCE0RGWiOFUoWCMnVC4U09FIQQG2PsHor9ms3surYBj6ffB5oDO3rARyJGjrQK/17OwyPdfY0SCyGkcTY3h4IQS5RfJgNjAJ/HwdOREgpCiG0xZkKhVDEcuJQLABjTVf+kgM/jMCHcH4B6/wpCSMtpdkJx6dIl7Nq1Cz/99JMx4iHEJmmGO3k7i/T+tI0QQqyFMROK0zfuorBcDhd7Ifp3aNriJ0/0VicUsVfzUHivV5gQYnoGJxSnTp1Cr1690L17dzz99NM6KyfFx8fDwcEBf/75pzFiJMTq5UppyVhCiO0yZkKx/6K6d2JEZ28I+U17mxLaxhnd/V2gUDHsOXun2bEQQvRjUEJx8eJFPPzww8jIyMCbb76JRx55ROf80KFD4enpiR07dhglSEKsnWbJ2DbONNyJEGJ7NBvbVVWrIFMoDa6HMYb9F+8vF2sITS/FrmQa9kRISzEooVi2bBkA4MyZM/jss8/Qt29fnfMcx2HgwIE4depU8yMkxAZoloz1caEeCkKI7XEWCaBZDLI5vRQXsqTIKq6EvZCPYSFeBtXxWE8/CHgczt0uQWpuqcGxEEL0Z1BCERcXhyeffBLBwcH1lgkMDER2drbBgRFiS2jJWEKILePxOEjEzV86VtM7ERnmBXs7w5Z99XQSITJMnYxQLwUhLcOghKK0tBTe3t4NlqmqqoJSaXi3JyG2RDuHgoY8EUJslDHmUexr5nAnjSd6BwAAdidnQalizaqLENI4gxKKtm3b4sKFCw2WOXPmDDp27GhQUITYmlwa8kQIsXGahKK4wrCEIi2vDGl5ZRDyOQzv1PCHlo15uJM3JGIBskuqcPx6YbPqIoQ0zqCE4tFHH0VMTAz+/fffOs//+uuvOH78OCZMmNCc2AixGTTkiRBi65rbQ6EZ7jSwo6e2LkOJhXw82tMPALAz6Xaz6iKENM6ghOLdd9+Fr68vHnnkEbz88ss4ffo0AOCbb77B1KlT8eyzz6Jdu3Z46623jBosIdaoqlqp/QPbxpkSCkKIbTJWQjGmmcOdNJ68t9rTvgs5KJcpjFInIaRuAkPu5OXlhbi4OEydOhU//PCD9vicOXMAAP3798fWrVvh4uJinCgJsWJ593onRAIeJPYG/ZcjhBCLJ2lGQpFVXIlzt0vAccCoLm2MEk/vQDcEeTggs7AC+y/maOdVEEKMz+B3Nx06dEBCQgJSUlJw/Phx3L17FxKJBP3796+1jCwhrVnNJWM5jnbJJoTYpub0UMRfywcA9Al0g5eRFq/gOA5PhAfgi4PXsCspixIKQkyo2R+X9urVC7169TJCKITYplztpnY03IkQYruak1DculsBAOjqJzFqTBPD/fHFwWtISC9AdkklfF3sjVo/IUTNoDkUJSUlOHfuHCoqKuo8X15ejnPnzkEqlTYrOEJsgXbJWAktGUsIsV2ahMKQfSg0PbltjLwSXqCHA/q1cwdjwO7kO0atmxByn0EJxfvvv49BgwbVu8+EUqnE4MGDsXLlymYFR4gtyCulFZ4IIbavOT0UOSX3hoaa4HXyiXuTs3cl3QZjtCcFIaZg0JCnffv2YfTo0XB2dq7zvEQiQVRUFP7++298/PHHzQqQEEvAGIO0SoHSqmqUyRQorVKgrEoB6QO3S6uqUVrztqwamYXqnjxT/KEkhBBL0ayEQmq6hGJsD1/8358XkZpXhgtZUnQPoAVjSN3+OncHyTeLsWBMGEQCw3Zqb60MSihu3ryJRx99tMEyHTt2xIEDBwwKihBLkppbird+PYvzWSUG18FxQM+2rsYLihBCLExzEorcEtMMeQIAiViI0V3a4K9z2diZdLvFEwqlimHJ7+fh62KPuSNDWvSxif4uZ0sxb1sKFCqG9p6OeH5AkLlDsioGJRQcx0EmkzVYRiaT1TskihBrwBjDz8cz8eHey5ApVAAAOwEPErEATiIBnMXCe98FcBILIBEL1T9rzonV55xFAvi52sPPlSYDEkJsl6EJRWlVNcrl6vcLpurJfbJ3AP46l40/z97BknGdIeQbNOLbIEk3i7Dt1C0AwJAQD/QJcm+xxyb6qVaqMP+3s1Co1EPiNiVk4Nl+geDxaGVGfRmUUHTu3Bn79u0DY6zOZTBVKhX++ecfhIWFNTtAQ506dQrLli1DYmIi5HI5unbtinnz5uHZZ5/Vuw6VSoVvvvkG33//PVJTU+Hk5IThw4dj5cqVCAmhTxlsWWGZDAt+O4dDV/IAAMNCvfDpUz1oHgQhhNRDk1BUVasgUyj1HjKiWbjCWSSAo8g0e/UMDfGEp5MdCsrkiLuaj5FN2Osi7lo+tp+6iQ8ndIe7o12THzsps0j78yf7rmLbywNsYgnxnJIqRB+7gakDg+Bv5R+YfR9/HReypHCxF0KpYkjPL8eRtAJEhHqZOzSrYVCK/uyzz+LatWuYNWsWSkp0h4GUlJRg1qxZSEtLw/PPP2+UIJsqNjYWQ4YMwZEjR/DUU0/h1VdfRUFBAZ577jl89NFHetcze/ZsvP7661AqlXj99dcxduxY/Pnnn+jbty8uXbpkwisg5hR3LR9RXx7BoSt5sOPz8H+PdkH0jL6UTBBCSAOcxQJo3ic3pZcip+TewhUmGO6kIeDzML7XvcnZybebdN+NRzPw9/kcbD1506DHTrp5P6E4kXEXR1ILDKrH0nwbm4Z1cel4+cfTqFaqzB2Owa7llmLNwVQAwPLHu+Dph9T7lWw8mmHOsKyOQR8F/Oc//8GuXbuwefNm/PHHH+jbty/8/f2RlZWFU6dOobi4GMOGDdPunN2SFAoFXnzxRXAch/j4eISHhwMAli1bhoEDB2LZsmV4+umnG+1hOHz4MNavX4+hQ4fiwIEDEInUS35OmzYNo0aNwquvvoq4uDiTXw8xDcYYymQKFJTJUVAmQ0GpDPllMlzIKsGvp9V/bELbOGHNM+Ho7GvcddEJIcQW8XgcnEUCSKsUkFZWw1vPvXdMOSG7pid6+2PD0QwcvJSHkopqOIn0+0y1qlo9HCvuaj5eGx7cpMdkjOFMZjEAoE+QG85kFuHT/VcxNMTT6nspTt1QJ0oX70jxv8NpmDcy1MwRNZ1CqcL8HWchV6owopM3JvTyR+9AN0Qfu4G4a/lIyytDsLeTucO0CgYlFEKhEDExMXjvvffw/fff60y+lkgkmD9/Pt5//30IhUKjBaqvf//9F+np6Zg5c6Y2mQAAZ2dnvPfee3jmmWewadOmRnsq1q9fDwD48MMPtckEAIwYMQJRUVHYt28frl27htBQ6/sPZKs0SUJ+qex+olAjWcgvvX8sv1SmnRdRl+kDg7B4bGeIhbTKAyGE6MvFQQhplaJJPRTazT9NnFB08ZWgk48zruSU4q/zd/DMQ/rtnC2/9+n7mZtFKKms1g7t0sftokoUlMkg5HP4eko4Rn0eh/NZJfjnQg7Gdvc16DosQZlMgSs59/caW/tvGkZ2boNu/ta1gtYPRzNw9nYJJGIBPnqiOziOQ5CHI0Z2boMDl3IRfSwDH07obu4wrYLBgxVFIhE++eQTrF69GleuXEFxcTFcXV0RFhYGPt98b8JiY2MBAKNHj651TnNMn56F2NhYODo6YvDgwbXOaRKKuLg4i08o/nc4DYcu56JnW1f0auuKngGuCPJwaPInI3KFCsUVchSWy1FUIYdELESAmz1c7IXN/pRFrlChsFyGglI57AQ8hHg7NToRSqZQIjW3DJfuSHHxTgkuZUtxObsUZTJFkx7b0Y4PT2cRvJxE8HQSwdPZDlFdfTA0hMZNEkJIU7nYC3ELlU0c8nSvh8LFtJt/chyHJ3sHYOXfl7ErKUv/hOLeh09KFUNCWkGTEgHNcKcufi7wc7XHC0M74KtDqfgs5ipGd2kDQQtODjemc7eKoWKAv6s9erZ1wd/nc/DWrynY8/oQq1luNS2vDJ8fuAYAeO/RLjoJ7czB7XDgUi52nsnCO6PD4OrQ9LkzrU2zZz/xeDx06dLFGLEYRWqqehxcXUOa3Nzc4OnpqS1Tn/LycmRnZ6Nbt251JkeauhurRyaT6ayGpdk5XKlUmnQFLKVSCZVKBaVSiePXC5F0sxhJN4u1513thegR4IKeAS7o5u8CFWMoKpejqKIadyvkKCqX4255NYoq1MnD3fLqet+oO4n48He1R4CbehWjADd7BLjaw9/NHp5OIhRXyJFfpu4xUPcc1PxZ3WNQVKH7h8fd0Q6DO3pgSLAHBgd7wknEx+XsUly8lzRcuiNFWn4ZqpV1b1CkSRI8nezUSYKjHbycRfDQ3Hay0yYQ9nZ1v/DRCmUNq9nGCDEFamPWSSJWf3pfVC7X+3eXXVIJAPB2Epn89/1o9zZY9c9lnMkswvW8Ur3amLxGb/bhK7mI6uKt9+OdzrgLAOjd1gVKpRKzBgXhp8QbuJ5fjt9O39KO17c2p26orys80AX/92gXnLh+F9dyy/B5zFUsiDLfgjz6UqoY5u9IgVyhQkSoJyb28tVpB/2CXLW9WVtOZOKVYR0Mexwjvo5Z+muhQQnFpUuXcPDgQUyZMgVeXrU/yc3Ly8O2bdswatQodO7cudlBNoVmkriLS93dbhKJBLdvNzwhS586aparz6pVq7BixYpax9PT0+HkZLoxeSqVCnfv3kVaWhpmdnfAQB9vXC2Q4Wp+FdLvylBcWY341ALEN3FiGI8DJCI+nEU8lMlVKKpUokymxNXcMlzNLWtWzHwOcLPno0yuwt1yOfacy8aec9kN3sfJjodgDxE6utuhg7v6u4+zEGJBXZ/4MAAy9ZcMqJIBtwubFXKrVrON8XjW+QkbsWzUxqwTT6HubUi7eQepjuV63SczT/23VFV+F6mpDS9Jbwy9/exxOqsSmw5fxNhA1mgbK6us0v787+UcXLsm0rtnPjEtBwDgK6zSfgj5VBcJ1p8uxH9jrqCLYzns6vybZdmOXlb/fW5rr8DdO5l4rZ873j+cg/VHMhDmJEcXb8texGTnhWIk3yqBg5CHF3s6Ii0trVaZsR3FuJJTik1HryOijQJ8A5aQNebrWFlZ895nmZpBCcXq1atx6NCheidde3h44NNPP0VycjI2bdrUrACt2eLFi/HWW29pb0ulUrRt2xYdO3bUJiWmoFQqkZaWhuDgYITx+YiocU6uUOFKTinO3S7B2dvFuJxdCpGQBzcHO7g72sHNQXjvu+5td0c7OIsEOkORqqqVuFNcidvFlbhdVImsIvXPWUWVuF1UhcJyGdwc1L0Dmt4CL2cRvDQ9Bfd+9nIWwUUsBI/HQa5QIeVWMY6mFSIhvQDnbpdAxQA/VzG6+ErQxdcZXXwl6Oonga+L2OontVmrmm3MnEMcie2iNmad/C/IgMxyiJxcERKi3wTmErn6Q77wTu0R0gJj8J+rcMTpX88h/mYVnu3p03gb42UBUPfSF1YooXT20Wuxjgq5AhlF1wEAj/TrpN2LaF47JfZci0eOVIaTd0WYObhdcy+pQXKFCowxiIw0J1ClYri2Xb3i1ejeIQgJcEFICHCu6Bx2p9zBVyeK8NecwfWOAND3MRIz7qKjpyN8jLz6V0ZBOX5MUa/gtHRcZwzq1bbOcoHtlIhOiUN+uRzX5RKM7e7T5Mcy5uuYZpSLpTIooThy5AhGjBhRb7bF5/MxYsQIxMfHNys4Q2h6FerrPZBKpfX2PDSljprl6iMSiXQmdGvw+XyT/4Hk8Xh1Po49n4/wIHeEG2FjHUc+HyE+dgjxqft5qG+fkobY8/kYGOyFgcFemA9AWlUNlYrR+EULVF8bI8RYqI1ZH9d7+zRIq5R6/d4UShUKytS9En5uDi3yux7TzQ/v/XEJt4urcKVAjs6dGm5jmiVRA9zscbuoEvFphegW4Nbo41y4UwylisHXRYy2HvdHJTjy+XhjRCje/f08vom7jmf6B8HJRPtvXMgqwSs/nUFRhRxP9wnAzMHt0c7TsVl1ZhSWoqSyGmIhD90CXMG/Nw9kxePdcPz6XdworMBnB1Kx/PGuBtWfK63COzvO4khqAYR8DhPD/TE7oiM6eDV/ZIdSxbBo1wXIFCoMDfHElP5B9b5PceDz8Xz/QHz1bxqiEzPx2L1lh5vKWK9jlv46aFD/S05ODtq2rTuj0/D390d2dsNDVkyhofkNRUVFKCgoaHTJWEdHR/j6+iIjI6POMWsNzdMg9xmj90AiFlIyQQghVsLVXv16re+k7PwyGVQMEPA4eDqadlK2hr0dX/tp88G00kbLa1YEHHVvM7zYq/l6PY5mQnbvwNrJx9MPBaCdhwPulstNtt/BP+ez8fS6RGQVV6JCrsTmxEwM/28sXv7xNE5m3AVjdc9DbEzSvWVwewS46uw47uIgxOon1SsiRR+7gWPpTd9vY9+FHIz5Mh5HUgvA53GoVjL8evo2Rnweh9d+ScKFrIaHmjdm87EbOJ1ZBEc7PlbdW9WpIc8PCIKQz+FMZhHO3ipu1mPbOoMSCkdHR+Tl5TVYJi8vD2Jxy4+hi4hQD/CJiYmpdU5zTFOmsXrKy8uRkJBQ69z+/fv1rocQQghpLTRLquqbUGhWePJ2FjW6up8xPdFbPRk6/ka5dp+J+mgmZY/uok5CzmQWQVrV+PUl30sowgNda50T8nl4a7R68vL6+OsoKpfrHXtjGGP46lAqXv0lCZXVSgwN8cTGGQ/h4U7eYAyIuZSLSd8l4vG1CfgjJavJm9Kdubfzd5+g2olSZJg3pvQLBAAs+O2c3isvlssUWPjbOcz++QyKKqrR1U+C/fOGYuerAzHiXtx7z2fj0a+PYvrGkzhxvRBKVdMSohsF5fhk/xUAwOKxnRHg5tDofbwlYjzWww8AsCmBNrpriEEJRZ8+fbB7924UFxfXeb6oqAi///47evfu3ZzYDDJixAh06NABW7ZsQUpKivZ4aWkpPvjgAwgEAsyYMUN7vKCgAFeuXEFBgW4m/fLLLwMAli5dCrn8/n/0Q4cOYf/+/Rg2bJjFLxlLCCGEtCRNQiHVM6HQ7kFhwl2y69KvnTv8XcWoqFbh4OX6PyBljGn3oejo5YgOXo7q5WMbWdSEMaZdXbGuN94A8Gh3X3TxlaBUpsC3cemGXcgDqqqVeGNbinY51BmD2mHTjL54uFMbbJzRFwffisCz/QMhEvBwPqsEc7elYOjHh7EuLh0lFfr9zs400PMCAEvGddYOD1u593Kj9SXfLMLYr45g++lb4DhgdkRH/P6fwQj2dkafIHdsmNEX++YNxfhefuBxQNy1fEz+/jhCl/6DvisPYuyaI5i+8STe/vUsVv9zBRuOZuDPs3dwLL0AaXmlKKlQD51esPMcqqpVGNjBA8/eS3r0MXNwewDAX+eyte2V1GZQQvHaa6+hsLAQw4cPrzVPIi4uDsOHD0dRUZFZdsoWCAT44YcfoFKpMHToULz88st455130LNnT1y8eBHLly/XSQTWrl2Lzp07Y+3atTr1DB8+HC+++CKOHDmC8PBwLFiwANOnT8e4ceMgkUjw7bfftvSlEUIIIRbN0B4KU++S/SAej8OEe2Pif0++U285pYpBMzLITsBDZKh6ydjGhj3dKKzA3XL13kpd/eqeZ8jjcZh/b4nVzcduaJ8LQ+VKqzD5u0TsOXsHAh6HjyZ2x/LHu+rsdRHs7YSPJnZH4uIReHtUKLycRciRVmH1P1cwcPUhLPvjAm4U1L86V0lFNdLy1KsN9a6j5wUAnEQCfPpUTwDA1pM3EXu17oRNoVRhzcFUPLUuEZmFFfBzEWPLiwOw6JFOtVa+6uQjwZpnwnH4nUhtQqRUMeSXynApW4q4a/nYmXQb6+LS8cFfl/DG1mQ8u/4ERn4ej57vxyB06T84mXEXDnZ8fPJUjyb1hnUPcEHfdm5QqBh+Pp6p9/1aG4NmAT3++ON455138Nlnn2H48OEQiUTw8fFBTk4OZDIZGGN45513MGHCBCOHq5/hw4fj6NGjWLZsGX799VfI5XJ07doVH3zwAZ577jm96/nuu+/Qo0cPfPfdd/jqq6/g5OSExx57DCtXrqTeCUIIIeQBTU4opOoJ2abeJbsuE8P98L/YdBxJK0BeaRW8nWvHIK8xHMhOwENkmBc2JmQg7lp+gwuPJN0bFtTd36XBZWEjw7zwUJAbTmcWYc2hVKx6wrBdmc/dLsZLP55GrlQGVwchvn2uDwZ29Ki3vLujHV4fEYKXIzpgz9ls/HDkOq7klGJzYiZ+PJ6JkZ3b4MUh7dGvvbvONSbdUl9Xe09HeDjVP+dlYEcPzBzcDpsSbmDRzvPYP28YXBzu7zB+s7AC87Yna3txHuvphw/Hd9MpU5cgD0d8NLE7VjzeFXfL1Xta5ZfJtPtc5Zfq/lxQJkdJZTUU94ZHvTu2M9q6Nz7U6UGzBrfHqRtF+OXETbw2PBhiI62YZUsMXlbgk08+QWRkJP73v//h1KlTuH37NlxdXfHwww/jtddewyOPPAKFQgGBwDQrFzSmX79++Oeffxott3z5cixfvrzOczweD6+//jpef/11I0dHCCGE2J6mJhSaISTGXhpUH+09HdHJS4Qr+TL8mXIHLw6tvXlZzU3t7Pg89GvvDnshHznSKlzJKa13+VjNsKD6hjtpcByHBWM6YdJ3ifj19C28PKwD2jdxFaa/zt3BOzvOoqpahWBvJ2yY/hCCPPSrQyTg46k+AXiytz+OpRfihyPXcfhqPg5cysWBS7no7u+CF4e2x9juvhDyeUjOrH9eyIMWRHVC7NV8ZBSUY8Wei/h8ci8wxvDbmdtY/udFlMuVcBYJ8MGEbpgQ3rQVlIR8HtpIxHolojKFEgVlciiUKr2flweN6tIG/q72yCquxB8pWZjcV/8hU61Fs3bZGDt2LPbu3Yu8vDzI5XLk5eXhr7/+QlBQEN5++20EBFjnDpCEEEIIaTpNQlFZrdR5M14fcw150hjZ0RkAsCspq87zmmvgOIDP4yAW8rWf/Dc07EnTQ1HfsKCa+rV3R2SYF5Qqpp37oI88aRU+j7mKOVuSUVWtQmSYF3b9Z5BBb5o5jsPgYE9smtmv3nkW38amIyFdvSNsY4kSoF5N67One4LHAbuSs/Dr6Vt4bUsS5v92DuVyJfq1c8ffc4c2OZloKpGAD39Xe4OTCQAQ8HmYPigIALAp4YbBK2TZMqN1H5SVlWHbtm3YsGEDTp48CcYY7OxouU9CCCGktXAWC8BxAGPqXgov54aXgtVOyjZTQhHR3gnfnSrEpWwpLmdLa/U4aJaMtePztEN/IsO88O+VPMRezcOrkR1r1VlaVY1ruerlaOubuPygd0aHIfZqPvacvYNXIzqii9/9OBhjyC6pwvmsElzMKsH5rBJcuCNFfun9XcVfHNIei8d2Nmg35wdp5lm8MzoMvxxXD4HKkVbh431XtGX0va4+QW54eVhHrItLx4LfzgFQLxH85qhQzI7oaJR4W8rkhwLx5cFUXMkpRWJ6IQYFe5o7JIvS7ITi6NGj2LhxI3bs2IGKigowxhAeHo6ZM2fi2WefNUaMhBBCCLECPB4HZ5EA0ipFowmF5o0yYJ4hTwDgLOLj4U7e2H8xF78nZ9VKKDRLqtacB6GemH0RZzKLUFpVDWex7rj/s7dKoGLqjfC89UyUuvm74NEevvjrXDZW/XMZU/oF4sK95OHiHSnu1rGsLI9Tv/l/ZVhHPNnH+CNC6ptn4esiRmgbZ73reXNUCP69kotruWXo4OmIL5/phR4BrkaP19RcHIR4sncAfjqeiY0JGZRQPMCghCI3NxebN2/Gxo0bkZqaCsYYfHx8UF5ejmnTpiE6OtrIYRJCCCHEGrg4CO8lFA3vrSCtUqDy3h4Q5hryBAATe/lpE4oFUWE6qyJpJmWLaiQUgR4O6ODpiOsF5UhIK8CYbr469TW0oV1D3hoVin8u5OBIagGOPLAsrYDHIaSNM7r5SdA9wAVd/VzQ2dcZDnamn6dac57Fudsl8HCya1LPgkjAx5aXBiD+Wj7GdPNpkZhNZcbgdvjpeCbKZArIFaoGJ9y3Nnr/VlUqFfbu3YsNGzbg77//hkKhgFgsxqRJkzBt2jSMHj0aQqGQhjkRQgghrZiLvRC3UNnoxGzNcCeJWAB7O/OtmhMR6gU3ByHyS2VISC9ERKiX9py8xpAnnfuEeeF6QTlir+Y3kFC4NimODl5OmB3RARuP3kCwtxO6+UvQ1c8F3f1dEObjbPaVhTiOQ8+2rgbd19NJpN1M0Jp19HJC3PzIZs3HsFV6JxQBAQHIzc0FAAwePBjTpk3DpEmTIJHUvcIBIYQQQloffVd6yjHzcCcNOwEPj/f0w+bETOw8c7vOhEL4wCfRkWHe2JRwA7FXdZePVamYdkJ2nyD3JscyP6oT5kd1MvRSSAugZKJuevfV5OTkgOM4vPPOO/jzzz/x4osvUjJBCCGEEB3ahKKRnZdzzDwhuybNp+f7L+agtOp+3PX1UPRv7w6xkIccaRWu3puADQDXC8ogrVJALOShk6/+8wwIsXZ6JxTPP/88xGIxPvvsM/j6+uLpp5/Gn3/+CYVCYcr4CCGEEGJF7vdQNPz+INfMS8bW1CPABR29HCFTqPDP+RztcXkdk7IBqJeP7VB7+dikzOJ79blCyKfx9aT10Lu1//jjj8jOzsY333yD7t27Y+fOnZg4cSJ8fHwwZ84cHD9+3JRxEkIIIcQKSPQd8mTGTe0exHGctpdiZ9Jt7XFtD0Udk28jw7wBALFX87THzmTqt6EdIbamSemzs7MzXnnlFZw8eRLnzp3D66+/Do7j8M0332Dw4MHgOA5Xr17FzZs3TRUvIYQQQiyYvnMozLlLdl0mhPuD44ATGXdx624FgBo9FHX0NkSGqedanL5RpB0mZegKT4RYO4P747p164Yvv/wSd+7cwbZt2zBq1ChwHIcjR46gQ4cOGDVqFLZu3WrMWAkhhBBi4fSelC21nCFPAODvaq8dxrQ7Wb1zdkM9FEEejmjv6QiFiiEhrRAlldVIzSsDAIQ3cYUnQqxdswf4CYVCTJo0Cfv27cONGzewfPlyBAYG4tChQ3j++eeNESMhhBBCrIQmoZA2usqTeqdnS5iUraEZ9rQrOQuMsfsb29UzH0KzIlTctTwk3+udaOfhAE+nhncIJ8TWGHXGUEBAAP7v//4P169fR0xMDCZPnmzM6gkhhBBi4fTpoahWqlBYrk4oLGXIEwCM6eYDeyEfGQXlSL5V3GAPBXB/2FPs1Xwk3SwGQMOdSOtksiUIRo4ciS1btpiqekIIIYRYIH0SirxSGRgDhHwO7g6WsyGuk0iAMd18AAC7km5D1khCMaCDB0QCHrJLqrDzjHoydzhNyCatEK1pRgghhBCj0Seh0Gxq5+0sBo/HtUhc+nqitz8AYM/ZbJTJ1Evf1jfkSSzkY2BH9byLrOJKAEAf6qEgrRAlFIQQQggxGk1CUVmt1A4ZepClrfBU06COnmgjEaGkshr7Lqj3pKivhwIAImvsrO1ox0eYD21oR1ofSigIIYQQYjTOYqH25/p6KXIsaFO7B/F5HCaEq3spruSod8FuaJM6zX4UANCzrSv4FtbjQkhLoISCEEIIIUbD53FwFgsA1J9QaHooLGmFp5qeCA/QuS1qoIeinacj2nk4AKAN7UjrZZMJRU5ODl588UX4+vpCLBYjNDQU77//PuRyeZPq4Tiu3q/Vq1ebKHpCCCHEujU2j+L+LtmWubxqmI8zuvlLtLcbGvIEAP+JDEYHL0dMvNezQUhrIzB3AMaWk5OD/v3749atW5gwYQJCQ0Nx9OhRLFu2DImJidi7dy94PP3zqKCgIMyYMaPW8SFDhhgxakIIIcR2uNgLcbuost69KDRDniy1hwJQ91JcyLoEoP5J2RqT+rbFpL5tWyIsQiySzSUUCxcuxM2bN/HNN9/g1VdfBQAwxjBz5kxs3rwZmzdvxsyZM/Wur127dli+fLmJoiWEEEJsT2M9FLkWtkt2XR7v5YeVf1+GUsUa7aEgpLWzqf8hpaWl2L59Ozp06IDZs2drj3Mch1WrVoHH42H9+vVmjJAQQgixfQ0lFIyxGkOeLDeh8HQS4eFO6gnXXs6WOTSLEEthUz0UiYmJkMlkGDVqFDhOd5UFX19fdO/eHSdOnEBVVRXEYv1exIqLi/HDDz8gLy8PXl5eiIyMREhIiCnCJ4QQQmxCQwmFtFKBqmr1crKWPOQJAD59qgcOXc7Doz38zB0KIRbNphKK1NRUAKj3DX9ISAjOnj2L69evo0uXLnrVefbsWbz00kva2xzH4bnnnsN3330HBweH5gdNCCGE2JiGEgpN74SrgxBiIb9F42oqVwc7PNknoPGChLRyNpVQlJSUAABcXFzqPC+RSHTKNeadd97B008/jZCQEHAch+TkZLz77rv4+eefoVAosHXr1gbvL5PJIJPJtLelUikAQKlUQqlU6hWDIZRKJVQqlUkfg7Ru1MaIqVEbs27OYnWiUFwhr/U7zCoqBwC0cRaZ9fdLbYyYmjHbmKW3U4tMKDw9PVFYWKh3+cOHDyMyMtLocXz66ac6t4cPH45Dhw6hZ8+e2LZtG5YuXYquXbvWe/9Vq1ZhxYoVtY6np6fDycnJ6PFqqFQq3L17F2lpaU1a0YoQfVEbI6ZGbcy6yaTqD+7u5BdpRw9onEtVf7gmEahqnWtJ1MaIqRmzjZWVlRkpKtOwyIRiypQpKC0t1bu8j48PgPs9E/X1QGh6COrrwdCHg4MDpkyZgg8++AAJCQkNJhSLFy/GW2+9pfP4bdu2RceOHbW9JaagVCqRlpaG4OBg8PmW3Z1MrBO1MWJq1MasW3BlNnC8AEq+qNYw5H230gDko72vu1nnJFIbI6ZmzDameQ9rqSwyofj6668Nup/mham+TzxSU1PB4/HQoUMHg2MD1D0oAFBRUdFgOZFIBJGo9soQfD7f5C9ePB6vRR6HtF7UxoipURuzXm6O6r990ipFrd9fbql6k1lfF3uz/26pjRFTM1Ybs/Q2alN9fAMGDIBIJMKBAwfAGNM5l52djfPnz6N///56r/BUnxMnTgBQ71FBCCGEEF2uDvVPys61giVjCSFNY1MJhUQiweTJk3H9+nWsW7dOe5wxhsWLF0OlUums2ASoexmuXLmCmzdv6hxPTk6uswdix44d2Lp1Kzw9PTFy5EjTXAghhBBixRpc5anE8je1I4Q0jUUOeWqO1atX4/Dhw3jttddw8OBBhIaG4siRI0hISEBUVBSmT5+uU/7kyZMYPnw4IiIiEBsbqz2+Zs0a7N69GyNGjEBgYCAYY0hKSsKRI0cgFouxefNmk06sJoQQQqyVJqGokCtRrVRByL//+aWmh8LS96AghOjP5hIKX19fnDhxAkuXLsXevXvx119/ITAwECtWrMDChQv1nmU/fvx4FBcXIykpCfv27YNCoYC/vz9eeOEFvPPOO+jUqZOJr4QQQgixTs5iofbnkspqeDqp51TIFEoUlqvnUNCQJ0Jsh80lFIA6qdiwYYNeZSMjI2vNtwCAiRMnYuLEicYOrcmqq6ubvPawZt3jqqoqi5/EQ6wTtbGWx+fzIRQKGy9IiAXg8zg4iwUorVLoJBR5UvXeTHYCHtwcqD0TYitsMqGwBVKpFAUFBTob4+mLMQaFQoHMzExwHGeC6EhrR23MPEQiETw9PU267DQhxuJiL0RplQLFFffnUdwf7iSi1w5CbAglFBZIKpUiKysLTk5O8PT0hFAobNILL2MMMpkMIhG9YBPToDbWshhjqK6uRklJCbKysgCAkgpi8VzshbhdVAlpjYnZOVKakE2ILaKEwgIVFBTAyckJAQEBBr1Z0wzhEovF9GaPmAS1sZZnb28PZ2dn3L59GwUFBZRQEItX10pPmhWeaEI2IbbFppaNtQXV1dWQyWRwcXGhN2qEEB0cx8HFxQUymQzV1bWX4yTEktSVUORSDwUhNokSCgujmYBNky8JIXXRvDY0dbEGQlpanT0U9yZl0wpPhNgWSigsFPVOEELqQq8NxFrU2UNBQ54IsUmUUBBCCCHE6CR19lDcG/JEPRSE2BRKKAghhBBidA/2UDDGaJUnQmwUJRSEtKDIyMhWMWTFGq9zxowZ4DgON27cMHcohNiEBxOK4opqyBUqAIC3RGS2uAghxkcJBbFo06ZNA8dx8PHxgUKhaHZ91vym0djPRWsTHR0NjuMQHR1t7lAIaRU0CYVmHwpN74SHox1EAr7Z4iKEGB8lFMRiSaVS7Ny5ExzHITc3F3v37jV3SGZDz4XprVq1CpcvX4a/v7+5QyHEJjzYQ5EjpQnZhNgqSiiIxdq6dSsqKirw9ttvg+M4bNiwwdwhmQ09F6bn6+uLTp060ZLNhBjJgwmFZoUnmpBNiO2hhIJYrA0bNsDOzg6LFy/G4MGD8ffffyM7O7ve8n/++SeioqLg4eEBsViMdu3aYerUqbhw4QIAoF27dti8eTMAoH379uA4DhzHITIyEgBw48YNcByHGTNm1Fl/zbIaZ86cwZw5c9CtWze4uLjA3t4e3bt3x+rVq4268ZixnwsNuVyONWvWoF+/fnB2doaTkxO6dOmCt956C0VFRTpl8/Ly8OabbyI4OBhisRht27bFU089VavOxvzxxx8YMWIE3NzcIBaL0a1bN3z22We19lWoOURp7969GDp0KJydndGuXTtt7F9//TWioqLQtm1biEQieHt744knnkBycrJOXTNmzMDMmTMBADNnztT+7mvO82hoONzmzZsxYMAAODk5wcnJCQMGDNC2pZpiY2PBcRyWL1+OpKQkREVFwdnZGS4uLpg4caJVDrUjxFCahKJCrkS1UkU9FITYMIG5AyCkLufPn8epU6cwceJEuLu7Y9q0aTh69Cg2b96MRYsW1Sq/YMECfPrpp3B3d8eECRPg7e2NW7du4eDBg+jTpw+6deuGefPmITo6GmfPnsXcuXPh6uoKANo3qIZYv3499uzZg2HDhmHs2LGoqKhAbGwsFi9ejFOnTmHnzp0G161hiucCAKqqqhAVFYX4+HiEhIRg5syZEIlESE1Nxbp16zBt2jS4ubkBANLT0xEZGYmsrCyMHj0a48ePR05ODnbv3o39+/fj0KFD6N+/f6PX8u6772LVqlUICAjAk08+CYlEgvj4eMyfPx8nTpzAjh07at1nx44diImJwaOPPor//Oc/KC0tBQDcvXsX8+bNw9ChQzF27Fi4ubnh+vXr+PPPP/HPP/8gPj4effv2BQBMmDABxcXF+OOPPzB+/Hj06tVL7+f/zTffxJdffgl/f3+88MIL4DgOO3fuxIwZM3D27Fl8/vnnte5z+vRpfPrpp4iMjMQrr7yC5ORk7N69G+fPn8eFCxcgFtMbKmL7NMvGAupeipwSWuGJEJvFSIspKSlhAFhJSUm9ZSorK9mlS5dYZWVlrXMqlYqVy6ob/SqrkrOC4lJWViXXq7yxv1QqVbOfq7lz5zIAbNeuXYwxxoqLi5lYLGYhISG1yu7du5cBYN27d2cFBQU656qrq1lOTo729vTp0xkAlpGRUauejIwMBoBNnz69zpgAsIiICJ1jN27cYAqFQueYSqVis2bNYgDY0aNHdc5FRESwpv63M9VzMX/+fAaATZ06tdY1FBcXs9LSUu3tQYMGMYFAwGJiYrTXWFFRwa5cucKcnZ1Z9+7dG73OmJgYBoA98sgjrLy8XHtcpVKx2bNnMwDst99+0x7ftGkTA8A4jmMHDhyoda1VVVXs9u3btY5fuHCBOTk5sZEjR+oc19S3adOmWvdhrO62ER8fzwCwzp07s+LiYp3np1OnTgwAO3LkiPb44cOHGQAGgG3btk2n/qlTpzIAbOvWrXU+vr4aeo2wJQqFgl2+fLlW2yTWpdv/7WNBC/9iaXmlbPrGEyxo4V9s28lMc4fFGKM2RkzPmG1Mn/eQ5kQ9FFakslqJLv+339xhNOrS+1FwsDO8acnlcvz8889wc3PDuHHjAAAuLi4YP348tm/fjvj4eAwbNkxb/n//+x8AYM2aNfDw8NCpSyAQoE2bNgbH0pigoKBaxziOw2uvvYaNGzfi4MGDGDx4sMH1m+q5UCqV+O677+Di4oI1a9aAz9ddccXFxUX7c3JyMo4dO4YXXngBo0aN0ikXGhqKl156CZ9//jkuXLig7f2oy9q1awEA3333HRwcHLTHOY7D6tWr8d1332Hr1q148sknde43YcIEjBw5slZ9IpGozgnUXbt2xfDhw7F//35UV1c3a06EZkWo5cuX6zwnLi4uWLZsGaZMmYLo6GgMGTJE537Dhg3D5MmTdY7NmjULP/30E06dOoVnnnnG4JgIsSYSeyFKZQqdHgoa8kSI7aGEglic3bt3o7CwELNnz4adnZ32+LRp07B9+3Zs3LhR5030yZMnIRKJEBER0eKxyuVyrF27Ftu2bcOVK1dQVlYGxpj2/J07d5pVv6meiytXrkAqlWLkyJHaYU31OX78OAAgJycHy5cvB6DeoEqhUEAgEODKlSvaOhtKKI4fPw5HR8d6J5Tb29tr66qpX79+9daZkpKCTz75BEePHkVOTk6teSsFBQXw9fVt8PoaopmL8eDcmZrHUlJSap3r3bt3rWMBAQEAgOLiYoPjIcTauNgLkVVciZLKauTSLtmE2CxKKKyIvZCPS+9HNVqOMYaqKhnEYpFZNhezFzZvffGNGzcCAKZOnapzPCoqCj4+PtixYwe++uorSCQSAOo3aP7+/uDxWn6Ngaeeegp79uxBaGgoJk+eDG9vbwiFQhQXF2PNmjWQyWTNqt9Uz4XmTa0+S6TevXsXALB3794Gl6stLy9vtB6FQoEVK1Y0qY76epiOHTuGhx9+GAAwevRohISEwMnJCRzHYffu3Th79myzn3+pVAoejwcvL6864+LxeCgpKal1rmZvhoZAoH65fXDyOSG2TDMxO79UhqIKdcJPcygIsT02l1DEx8fjzz//xJkzZ5CUlASpVIrp06cbvJnV/v37sWrVKiQlJYExhj59+mDx4sWIimr8jb2xcRyn11Aixhh4KgXEdgKr26341q1bOHDgAAA0OFRo27ZtePnllwEArq6uyMnJgUqlalZSoblvXZvG1fWm8dSpU9izZw+ioqKwd+9enWFDx48fx5o1awyOBTDtc6GZkJ6VldVoHJpk5euvv8acOXMAaJLWKojFYr3bmEQiAcdxKCgo0Ku8Rn31r1y5EjKZDEePHq31/Bw/fhxnz55t0uPURSKRQKVSIT8/H97e3jrn8vLyoFKptM8PIaQ2TUKRmqteTEEk4GmPEUJsh80lFBs3bsTmzZvh4OCAwMBASKVSg+v65Zdf8Pzzz8PT0xPTp08Hx3H49ddfMWbMGPz888947rnnjBg5AYBNmzZBpVJhyJAhCAsLq3VeLpfjp59+woYNG7Rvovv164e///4bcXFxGD58eIP1a9701/UpcUNvsh9chhRQr3wEAOPGjas1B+HIkSMNxqEPUz4XYWFhkEgkOHXqFIqKihoc9qRZvSkxMVGbUBiif//++Oeff5CamoqQkBCD69FIT0+Hu7t7rWSioqICSUlJtco39LuvT3h4OJKTkxEbG4tJkybpnIuLiwOAJq0YRUhro0keruaWAVAPd7K2D7oIIY2zuX0o5syZgwsXLkAqlWLTpk0G11NUVIQ5c+bA09MTSUlJ+Prrr/HVV18hOTkZPj4+mDNnTq11+knzMMawadMmcByHH3/8ET/88EOtrx9//BHh4eE4efKkdv+D1157DQAwd+5c7fAcDYVCgdzcXO1td3d3AMDt27drPb5EIkFoaCiOHj2KtLQ07fHS0lIsXry4VnnNhOyjR4/qHL948SJWrVplyFOgZernQiAQ4JVXXkFJSQnmzp1b6012SUkJysrUbwD69euH/v37Y+v/t3fvQVGd5x/Av8Auy0V2gyECi4oaFCQ4QRCVaARHK04Sa9KmCkRHW2O1rYLm4g+bWNQ2kXTsJFMvtVqNxglUEzA3OxNsq8ZrHSJJUTQg8VYjGhu56Q+E3ef3h789cV12wZXl7C7fz8z+se959ux7jg/rPnvO+75FRdixY4dNX81ms/Ll2pGcnBwAtwcn//e//7XZXltbi1OnTnW4H4vo6Ghcv34dJ0+eVNpMJhNeeuklfPvttzbxjv7t7Zk1axYAYMWKFVY/TjQ0NCi3blliiMiWIeh2QVFVe/sKBQdkE3knrysoRowYgUceecTmF+N79d5776Gurg4LFy5Ev379lPbIyEgsWrQIdXV17c6ZT877xz/+gXPnziE9PR0DBw60G2dZoMwyuPeJJ57ASy+9hIqKCgwePBjPP/88fv3rX2PWrFkYMGAAioqKlNda7rmfN28eli1bhoKCAhQWFirbX3jhBbS1tSE1NRW//OUvMX/+fCQkJMBoNNr0Y+TIkRg5ciR27tyJcePGYcmSJcjMzERKSgomTJjg9udi5cqVePzxx7F9+3YMHToUubm5WLJkCZ599llERUVZFVVFRUXo378/MjMzkZqaigULFmDp0qWYPn06oqOjO3UL4OTJk7Fs2TIcPHgQMTExyMrKQl5eHubOnYvx48ejb9+++PDDDzt9jhYuXAgRwdixYzFv3jzk5uYiKSkJO3fubHcQdWpqKgIDA/HWW2/hxRdfREFBAQoKChy+x7hx47Bw4UJUVlYiISEBixcvxqJFi5CQkIDKykrk5ORYDYonImuWKxSWRe04foLIS6k2YW03OHLkiMN1BRzJysoSAHLkyBGbbeXl5QJAsrOz72mf97sORWdZ1gjoivUgulNmZqYAkO3btzuMu3btmvj7+0tYWJi0tLQo7cXFxTJ+/HgxGAyi0+lkwIABMnPmTDlx4oTV63//+9/L4MGDRavVtru2xJo1ayQmJka0Wq30799ffvOb38itW7fajb169ar87Gc/E6PRKAEBATJs2DBZt26dfP311+3mXmfXoeiuc9Hc3CyrV6+WxMRECQwMlF69ekl8fLy8+OKLcv36davY7777Tl599VVJSEhQYgcPHizZ2dnKGhmdOc49e/bIlClT5KGHHhKtVisRERGSmpoqv/3tb+XChQtKXEfrRoiIvP/++5KUlCRBQUESFhYm06ZNk5qaGrvrjezevVtSUlIkMDBQWS/CwtEaJVu2bJGUlBQJCgqSoKAgSUlJkS1bttjEWdahyM/Pt9nW0TonncV1KMiTvHPknET/zyfK47XdlWp3ScEcI1frSetQ+IjcMcellzl69ChSU1OdGpSdkpKCsrIyXLt2zWY+/xs3bqBXr15ISUnBsWPHOr3PhoYGGAwG1NfX2x3I2dzcjLNnz2LgwIFOr6YrTgyYJboXzDH1dMVnhCcwmUzKeJv7veJM6vnoy2+QU/T9GLRlT8Vjzlj7V127E3OMXK0rc6wz3yHV5HWDsruKZVaf9qZ/DA4Ohp+fX7sz/9yppaXFatpKyz3YJpPJ7sBQk8kEEVEezrC8zotrRVIZc0w9ls8GR58j3sBkMsFsNnv1MfYEITrrO6v79PJ3m39T5hi5WlfmmLvnqVsWFGFhYe0O2rRn79697d4zrbZVq1a1O+d+TU0NevXq1e5rzGYz2tra7nv+/PamPiXqSswxdbS0tKCtrQ3nz59XZe2V7mI2m/Hdd9/hzJkzXn2c3q7h22ar560N36K6ulGl3lhjjpGrdWWOWSZKcVduWVBkZWWhsbHzHzgRERFd3gfLlYn6+vp2b3kymUztXr2409KlS/HCCy8ozxsaGtCvXz88/PDDDm95On/+PHQ63X3d8gQAOp06C9uR92OOqUuj0SA6Otrrb3k6c+YMYmJieDuKB9OE3gB2fz8Vd8ojMTA+EKhij77HHCNX68ocu59lELqDWxYUa9asUbsLGDx4MMrKylBdXW1TUFRXVysxjuh0Ouh0Opt2Pz8/u4nl5+cHHx8f5XE/umIfRI4wx7qf5Zw7+hzxFr6+vj3iOL1Z717fF70+PkDEA0Hw83OfqwHMMXK1rsoxd89R9/mrdjNpaWkAgNLSUpttn376qVUMERER2dIHfP+75YPBOmjdqJggoq7T4/+yb968idOnT+PChQtW7dOmTYPBYMCaNWtw8eJFpf3y5ct466238MADD+AnP/lJd3eXiIjIY2j8fNFLd7uoiDDYXrEnIu/glrc83Y+DBw/iL3/5CwAoq+UePHgQs2fPBgDExcUhLy9PiT927BjGjx+PtLQ07Nu3T2kPDQ3F2rVrMXPmTCQlJSEzMxO+vr7YsWMHrly5gu3btyM0NLTbjouIiMgTGQK1aGpp46J2RF7M6wqKM2fOYNu2bVZtNTU1qKmpAXD7NqU7CwpHZsyYgbCwMKxatUpZxyIpKQnbtm3r1MrA94PTcRJRe/jZQJ7GEKjFpbr/RTgLCiKv5XUFxezZs5WrEZ2Rnp7u8D/oyZMnY/LkyV3Qs86xDLppbW1FYKB7zIRBRO6jtbUVgPsP0COyMARqAYBXKIi8WI8fQ+FutFotdDod6uvr+UskEVkREdTX10On00Gr1ardHaJOGfRQMAAgLtL9Vvcloq7hdVcovEFYWBguXbqE//znPzAYDNBqtfc0NaeIKAvjcUpPcgXmWPcSEbS2tqK+vh5NTU2IiopSu0tEnfbKk0Px4+S+SOz7gNpdISIXYUHhhiyL3l27dg2XLl3qINqWiKCtrQ0ajYZf9sglmGPq0Ol0iIqKsrswJpE7CvLXIKk/JzEh8mYsKNyUXq+HXq9Ha2srTCbTPb3WZDLh/PnziI6O5n3W5BLMse7n5+fH25yIiMgtsaBwc1qt9p6/RJhMJvj6+iIgIIBf9sglmGNERERkwUHZRERERETkNBYURERERETkNBYURERERETkNBYURERERETkNBYURERERETkNBYURERERETkNE4b241EBADQ0NDg0vcxmUxoampCQ0MDp/Qkl2COkasxx8jVmGPkal2ZY5bvjpbvku6GBUU3amxsBAD069dP5Z4QERERkadpbGyEwWBQuxs2fMRdSx0vZDab8c033yAkJAQ+Pj4ue5+Ghgb069cPFy9ehF6vd9n7UM/FHCNXY46RqzHHyNW6MsdEBI2NjTAajfD1db8RC7xC0Y18fX3Rt2/fbns/vV7PD0lyKeYYuRpzjFyNOUau1lU55o5XJizcr8QhIiIiIiKPwYKCiIiIiIicxoLCC+l0OuTn50On06ndFfJSzDFyNeYYuRpzjFytJ+UYB2UTEREREZHTeIWCiIiIiIicxoKCiIiIiIicxoKCiIiIiIicxoKiA+vXr8fAgQMREBCA5ORkHDhwwGr7qVOn8MMf/hAGgwEhISEYPXo0Lly4YHd/zc3NmD17NoYNGwaNRoOnn37aJuby5cvIzs5GbGwsfH19sWjRok719cKFC5gyZQqCg4MRFhaGnJwc3Lp1yyqmoqICaWlpCAwMRFRUFFauXGmzjPv+/fuRnJyMgIAADBo0CBs2bLB5r+LiYsTHx0On0yE+Ph67du2yieno3IkIli9fDqPRiMDAQKSnp+PkyZOdOlZvokaOlZSU4Ac/+AEeeugh6PV6pKam4tNPP+2wr8wxz6RGjh08eBBjxozBgw8+iMDAQMTFxeHNN9/ssK/MMc+kRo7d6dChQ9BoNEhMTOywr8wxz6RGju3btw8+Pj42j9OnTzvsa4/MMSG7/vrXv4pWq5VNmzZJZWWl5ObmSnBwsJw/f15ERM6cOSO9e/eWl19+WY4fPy41NTXyySefyJUrV+zus6mpSebPny8bN26UjIwMmTp1qk3M2bNnJScnR7Zt2yaJiYmSm5vbYV/b2tokISFBxo8fL8ePH5c9e/aI0WiUBQsWKDH19fUSHh4umZmZUlFRIcXFxRISEiKrV69WYr7++msJCgqS3NxcqayslE2bNolWq5X3339fiTl8+LD4+fnJ66+/LqdOnZLXX39dNBqNHD16tNPnTkSkoKBAQkJCpLi4WCoqKmT69OkSGRkpDQ0NHR6vt1Arx3Jzc+WNN96QY8eOSVVVlSxdulS0Wq0cP37c7n6ZY55JrRw7fvy4FBYWyokTJ+Ts2bOyfft2CQoKkj//+c9298sc80xq5ZhFXV2dDBo0SCZNmiSPPvqow74yxzyTWjm2d+9eASBfffWVXL58WXm0tbXZ3W9PzTEWFA6MHDlS5s+fb9UWFxcneXl5IiIyffp0mTFjhtP7nzVrlsMPSRGRtLS0ThUUf/vb38TX11cuXbqktBUVFYlOp5P6+noREVm/fr0YDAZpbm5WYlatWiVGo1HMZrOIiCxZskTi4uKs9j1v3jwZPXq08nzatGkyefJkq5iMjAzJzMxUnnd07sxms0REREhBQYGyvbm5WQwGg2zYsKHD4/UW7pBjFvHx8bJixQq725ljnsmdcuyZZ55x+F7MMc+kdo5Nnz5dXn31VcnPz++woGCOeSa1csxSUFy/fr3T++qpOcZbnuy4desWPv/8c0yaNMmqfdKkSTh8+DDMZjN2796NIUOGICMjA3369MGoUaPwwQcfWMXPnj0b6enpLu/vkSNHkJCQAKPRqLRlZGSgpaUFn3/+uRKTlpZmNR9yRkYGvvnmG5w7d06JufuYMzIyUFZWhtbWVocxhw8fBtDxuQOAs2fPora21ipGp9MhLS1NifF27pRjZrMZjY2N6N27t90Y5pjncaccKy8vx+HDh5GWlmY3hjnmedTOsbfffhs1NTXIz8/vVDxzzPOonWMAMHz4cERGRmLChAnYu3evw9iemmMsKOy4du0aTCYTwsPDrdrDw8NRW1uLq1evoqmpCQUFBZg8eTJKS0vxzDPP4Ec/+hH279+vxEdGRqJ///4u729tba1NX0NDQ+Hv74/a2lq7MZbnHcW0tbXh2rVrDmMs++jo3N35fo5ivJ075dgf/vAH3LhxA9OmTbMbwxzzPO6QY3379oVOp8OIESPwq1/9Cs8//7zdWOaY51Ezx6qrq5GXl4d3330XGo2mU69hjnkeNXMsMjISGzduRHFxMUpKShAbG4sJEybgs88+s/uanppjnfsL7MF8fHysnosIfHx8YDabAQBTp07F4sWLAQCJiYk4fPgwNmzYoPwKt2rVKtX6emd/7cXI/w8A6oqYu9u6KsbbqZ1jRUVFWL58OT788EP06dPnnvp6Z38dHc/d7cyx7qVmjh04cABNTU04evQo8vLyEBMTg6ysrE739c7+Ojqeu9uZY92ru3PMZDIhOzsbK1aswJAhQ+6rr3f219Hx3N3OHOteanyOxcbGIjY2VnmempqKixcvYvXq1Rg3blyn+3pnfx0dz93tnpRjvEJhR1hYGPz8/Gyqs6tXryI8PBxhYWHQaDSIj4+32j506FCHswq4SkREhE1fr1+/jtbWVqXqbC/m6tWrANBhjEajwYMPPugwxrKPjs6dZR8AHMZ4O3fIsR07dmDOnDnYuXMnJk6c6DCWOeZ53CHHBg4ciGHDhmHu3LlYvHgxli9fbjeWOeZ51MqxxsZGlJWVYcGCBdBoNNBoNFi5ciW+/PJLaDQa/POf/2z3dcwxz+MOn2N3Gj16NKqrq+1u76k5xoLCDn9/fyQnJ2PPnj1W7Xv27MFjjz0Gf39/pKSk4KuvvrLaXlVVhejo6O7sKoDbVfOJEydw+fJlpa20tBQ6nQ7JyclKzGeffWY1dVlpaSmMRiMGDBigxNx9zKWlpRgxYgS0Wq3DmMceewxAx+cOuP0lIyIiwirm1q1b2L9/vxLj7dTOsaKiIsyePRuFhYV48sknO4xnjnketXPsbiKClpYWu9uZY55HrRzT6/WoqKjAF198oTzmz5+P2NhYfPHFFxg1alS7r2OOeR53+xwrLy9HZGSk3e09Nsc6PXy7B7JMtbV582aprKyURYsWSXBwsJw7d05EREpKSkSr1crGjRulurpa1qxZI35+fnLgwAFlH3l5eTJz5kyr/Z48eVLKy8tlypQpkp6eLuXl5VJeXm4VY2lLTk6W7OxsKS8vl5MnTyrbS0pKJDY2VnlumaZswoQJcvz4cfn73/8uffv2tZqmrK6uTsLDwyUrK0sqKiqkpKRE9Hp9u9OULV68WCorK2Xz5s0205QdOnRI/Pz8pKCgQE6dOiUFBQV2pymzd+5Ebk9TZjAYpKSkRCoqKiQrK6vHToXX3TlWWFgoGo1G1q1bZzUVXl1dnRLDHPMOauXY2rVr5aOPPpKqqiqpqqqSLVu2iF6vl1deeUWJYY55BzX/r7xTe7M8Mce8g1o59uabb8quXbukqqpKTpw4IXl5eQJAiouLlRjm2G0sKDqwbt06iY6OFn9/f0lKSpL9+/dbbd+8ebPExMRIQECAPProo/LBBx9YbZ81a5akpaVZtUVHRwsAm8ed2tseHR2tbH/77bdtXnP+/Hl58sknJTAwUHr37i0LFiywmpJMROTf//63PP7446LT6SQiIkKWL1+uTFFmsW/fPhk+fLj4+/vLgAED5E9/+pPNeXnvvfckNjZWtFqtxMXFWf1xdfbcmc1myc/Pl4iICNHpdDJu3DipqKiw2Y+3UyPH0tLS2t0+a9YsJYY55j3UyLE//vGP8sgjj0hQUJDo9XoZPny4rF+/XkwmkxLDHPMeav1feaf2CgrmmPdQI8feeOMNefjhhyUgIEBCQ0Nl7Nixsnv3bqt9MMdu8xG5a1k+IiIiIiKiTuIYCiIiIiIichoLCiIiIiIichoLCiIiIiIichoLCiIiIiIichoLCiIiIiIichoLCiIiIiIichoLCiIiIiIichoLCiIiIiIichoLCiIicpn09HT4+Pio3Q0iInIhjdodICIiz3CvhYGIuKgnRETkTlhQEBFRp+Tn59u0rVixAgaDAYsWLWr3Ne+88w5u3rzp4p4REZGafIQ/IRERkZN8fHwQHR2Nc+fOqd0VIiJSCcdQEBGRy7Q3hmLr1q3w8fHB1q1b8fHHH2PUqFEICgpCVFQUli1bBrPZDAB49913MXz4cAQGBqJ///5YvXp1u+8hItiyZQvGjBkDvV6PoKAgjBgxAlu2bHH58REREW95IiIilezatQulpaV4+umnMWbMGOzevRu/+93vICIIDQ3FypUrMXXqVIwbNw7FxcV4+eWXERkZieeee07Zh4hgxowZKCwsxJAhQ5CdnQ1/f3/s2bMHc+bMQWVlpd1ChIiIugZveSIiIqd1dMtTeno69u/fbzVAe+vWrfjpT38KrVaLQ4cOISUlBQDQ2NiImJgYNDU1Qa/X49ChQxg0aBAA4OLFi4iJiUFcXBy+/PJLZV+bNm3Cz3/+c8yZMwcbNmyARnP7d7Jbt27h2Wefxccff4yysjIkJye76AwQERFveSIiIlU899xzSjEBACEhIXjqqadw8+ZN/OIXv1CKCQDo168fxo4di5MnT6KtrU1pX7t2LYKDg7F27VqlmAAAf39/vPbaawCAoqKibjgaIqKei7c8ERGRKoYPH27TFhkZCQBITExsd5vJZMKVK1cQFRWFmzdvoqKiAkajEQUFBTbxra2tAIDTp093bceJiMgKCwoiIlKFXq+3abNcZXC0zVIoXL9+HSKCS5cuYcWKFXbf58aNG13RXSIisoMFBREReSRL0ZGcnIyysjKVe0NE1HNxDAUREXmkkJAQDB06FKdOnUJdXZ3a3SEi6rFYUBARkcfKycnBzZs3MXfu3HZvbTp79iwX3SMicjHe8kRERB5r3rx5OHr0KLZt24ZDhw5h4sSJMBqNuHLlCk6fPo1//etfKCwsxIABA9TuKhGR12JBQUREHsuy4vYTTzyBTZs24ZNPPkFTUxP69OmDwYMHY/Xq1Zg4caLa3SQi8mpc2I6IiIiIiJzGMRREREREROQ0FhREREREROQ0FhREREREROQ0FhREREREROQ0FhREREREROQ0FhREREREROQ0FhREREREROQ0FhREREREROQ0FhREREREROQ0FhREREREROQ0FhREREREROQ0FhREREREROQ0FhREREREROS0/wOMG+nNB+QfkAAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_az(df_az, event1)" - ] - }, - { - "cell_type": "markdown", - "id": "581f0317-ecac-4259-9232-700dad84750a", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T21:41:33.640832Z", - "iopub.status.busy": "2025-01-07T21:41:33.640342Z", - "iopub.status.idle": "2025-01-07T21:41:34.000100Z", - "shell.execute_reply": "2025-01-07T21:41:33.999753Z", - "shell.execute_reply.started": "2025-01-07T21:41:33.640814Z" - } - }, + "metadata": {}, + "source": [ + "# Cases" + ] + }, + { + "cell_type": "markdown", + "id": "4ce794d1-9d13-4d9a-a5ef-235369c7d829", + "metadata": {}, "source": [ - "# plot_az(df_az, event1)" + "## 1-1: Az brake test on 2023-11-23" ] }, { "cell_type": "markdown", - "id": "7eb45d61-33e7-49cb-b770-7d6e5a719d5a", + "id": "67179d6a-1cb0-44e2-b983-b578809086f1", "metadata": {}, "source": [ - "### ZOOM" + "* time_start = \"2023-11-23T00:40:35\"\n", + "* time_ends = \"2023-11-23T00:40:40\"\n", + "* Event happened at: 2023-11-23T00:40:36.120481" ] }, { "cell_type": "code", - "execution_count": 142, - "id": "5d843c0c-0260-4735-8829-2231463a6f6b", + "execution_count": 59, + "id": "87908f19-32b0-4477-b6dd-b1765bdedf0e", "metadata": { "execution": { - "iopub.execute_input": "2025-01-07T21:31:46.317522Z", - "iopub.status.busy": "2025-01-07T21:31:46.317228Z", - "iopub.status.idle": "2025-01-07T21:31:46.751730Z", - "shell.execute_reply": "2025-01-07T21:31:46.751327Z", - "shell.execute_reply.started": "2025-01-07T21:31:46.317505Z" + "iopub.execute_input": "2025-01-07T20:45:51.126770Z", + "iopub.status.busy": "2025-01-07T20:45:51.126365Z", + "iopub.status.idle": "2025-01-07T20:45:51.394823Z", + "shell.execute_reply": "2025-01-07T20:45:51.394464Z", + "shell.execute_reply.started": "2025-01-07T20:45:51.126752Z" } }, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -1159,210 +99,85 @@ ], "source": [ "##################################################\n", - "time_start = \"2024-11-21T10:41:25\"\n", - "time_ends = \"2024-11-21T10:41:35\"\n", + "time_start = \"2023-11-23T00:40:35\"\n", + "time_ends = \"2023-11-23T00:40:40\"\n", "##################################################\n", "start, end = format_time(time_start, time_ends)\n", "df_az = call_az_data_range(start, end)\n", "##################################################\n", - "plot_az(df_az, event1)" + "plot_az_woacc(df_az, event1)" ] }, { "cell_type": "markdown", - "id": "579120c6-01c8-41c0-a0d2-0334d5fb93c4", - "metadata": {}, - "source": [ - "# Az Stopping distance calculation\n", - "### a). Last position after fully stopping" - ] - }, - { - "cell_type": "code", - "execution_count": 187, - "id": "07b8c43d-d72d-41b7-829d-e9cca597ac13", + "id": "bdcae77a-9a34-4286-af0d-ae9f7af8902b", "metadata": { "execution": { - "iopub.execute_input": "2025-01-07T21:59:36.388194Z", - "iopub.status.busy": "2025-01-07T21:59:36.387885Z", - "iopub.status.idle": "2025-01-07T21:59:36.433994Z", - "shell.execute_reply": "2025-01-07T21:59:36.433506Z", - "shell.execute_reply.started": "2025-01-07T21:59:36.388177Z" + "iopub.execute_input": "2025-01-07T20:27:12.901480Z", + "iopub.status.busy": "2025-01-07T20:27:12.901227Z", + "iopub.status.idle": "2025-01-07T20:27:12.949242Z", + "shell.execute_reply": "2025-01-07T20:27:12.948629Z", + "shell.execute_reply.started": "2025-01-07T20:27:12.901460Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Last azimuth position: -20.608 [deg]\n" - ] - } - ], "source": [ - "# Last azimuth position:\n", - "last_aPos = df_az[\"actualPosition\"].iloc[-1] # --> 89.672343\n", - "print(\"Last azimuth position: \", \"%.3f\" % last_aPos, \" [deg]\")" + "#### stopping distance = 12.87 deg" ] }, { "cell_type": "markdown", - "id": "6503d166-cdd8-46f6-8940-ce657ea4701b", + "id": "65084fd1-1d0e-4113-a1d3-73a7ff90ef53", "metadata": {}, "source": [ - "### b) The event time determined above: \n", - "value_to_find = \"2023-11-23 00:40:36.120481+00:00\"\n", - "Event happened at: 2024-11-06T09:21:31.580298\n", - "Event happened at: 2024-11-08T04:42:05.501016\n", - "Event happened at: 2024-11-09T09:45:12.544466\n", - "2024-11-21T10:41:28.040349\n", - "2024-11-29T20:04:26.418824\n", - "2024-12-08T09:06:11.372613\n", - "* value when velocity start changing." + "## 1-2: El brake test on 2023-11-23\n", + "* time_start = \"2023-11-23T01:37:20\"\n", + "* time_ends = \"2023-11-23T01:37:40\"\n", + "* Event happened at: 2023-11-23T01:37:23.124712" ] }, { "cell_type": "code", - "execution_count": 188, - "id": "a8ad4b03-aaef-4430-8f4c-6f41be045748", + "execution_count": 198, + "id": "01f99f77-50d5-44ab-ad42-b8707b4e92d6", "metadata": { "execution": { - "iopub.execute_input": "2025-01-07T21:59:44.355393Z", - "iopub.status.busy": "2025-01-07T21:59:44.355059Z", - "iopub.status.idle": "2025-01-07T21:59:44.395787Z", - "shell.execute_reply": "2025-01-07T21:59:44.395275Z", - "shell.execute_reply.started": "2025-01-07T21:59:44.355375Z" + "iopub.execute_input": "2025-01-07T22:06:34.891877Z", + "iopub.status.busy": "2025-01-07T22:06:34.891305Z", + "iopub.status.idle": "2025-01-07T22:06:35.232651Z", + "shell.execute_reply": "2025-01-07T22:06:35.232246Z", + "shell.execute_reply.started": "2025-01-07T22:06:34.891851Z" } }, "outputs": [ { "data": { + "image/png": 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", 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" ] }, - "execution_count": 188, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ - "df_az.index[:]" + "##################################################\n", + "time_start = \"2023-11-23T01:37:20\"\n", + "time_ends = \"2023-11-23T01:37:40\"\n", + "##################################################\n", + "start, end = format_time(time_start, time_ends)\n", + "df_el = call_el_data_range(start, end)\n", + "##################################################\n", + "plot_el_woacc(df_el, event2)\n", + "##################################################" ] }, { - "cell_type": "code", - "execution_count": 189, - "id": "79be9e02-b44e-4536-8e27-0757eb965107", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T21:59:56.069878Z", - "iopub.status.busy": "2025-01-07T21:59:56.069654Z", - "iopub.status.idle": "2025-01-07T21:59:56.114290Z", - "shell.execute_reply": "2025-01-07T21:59:56.113828Z", - "shell.execute_reply.started": "2025-01-07T21:59:56.069861Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Rows corresponding to the timestamp '2024-12-08 09:06:11.403701+00:00':\n", - " actualPosition actualVelocity \\\n", - "2024-12-08 09:06:11.403701+00:00 -15.725637 -3.998862 \n", - "\n", - " actualAcceleration demandPosition \\\n", - "2024-12-08 09:06:11.403701+00:00 0.018513 -16.225619 \n", - "\n", - " demandVelocity \\\n", - "2024-12-08 09:06:11.403701+00:00 -4.0 \n", - "\n", - " timestamp \n", - "2024-12-08 09:06:11.403701+00:00 2024-12-08 09:06:11.403701+00:00 \n", - "\n", - "aPos = first_azPos - last_azPos\n", - " > Difference on azimuth positions: 2024-12-08 09:06:11.403701+00:00 4.882766\n", - "Name: actualPosition, dtype: float64 [deg]\n" - ] - } - ], + "cell_type": "markdown", + "id": "a20dad0e-dad9-48c1-aa3e-57ee3e449011", + "metadata": {}, "source": [ - "df_az[\"timestamp\"] = df_az.index # Establecer la columna 'timestamp' como índice\n", - "\n", - "# Convertir timestamps a strings\n", - "df_az[\"timestamp\"] = df_az[\"timestamp\"].astype(str)\n", - "\n", - "# Valor a buscar\n", - "search_value = \"2024-12-08 09:06:11.403701+00:00\" ### put the timestamp found above\n", - "\n", - "# Buscar en la columna 'timestamp' como string\n", - "matching_rows = df_az[df_az[\"timestamp\"] == search_value]\n", - "\n", - "if not matching_rows.empty:\n", - " print(f\"Rows corresponding to the timestamp '{search_value}':\")\n", - " print(matching_rows)\n", - " first_aPos = matching_rows[\"actualPosition\"]\n", - "else:\n", - " print(f\"Timestamp '{search_value}' not found in the column.\")\n", - "\n", - "aPos = first_aPos - last_aPos\n", - "print()\n", - "print(\"aPos = first_azPos - last_azPos\")\n", - "print(\" > Difference on azimuth positions: \", aPos, \" [deg]\")" + "#### Stopping distance = 4.46 deg" ] }, { @@ -2019,429 +834,6 @@ "#### Stopping distance = 5.95 deg" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "00f4742f-0e4b-44ed-bd1d-de424b3a788b", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8dbdf609-4bc8-4003-b9b5-958df01e17ff", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "47a4be9c-14cd-4760-b801-d5b4c4629431", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 177, - "id": "8db021ee-bc96-44fb-89c0-56a59589e766", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T21:51:06.645334Z", - "iopub.status.busy": "2025-01-07T21:51:06.645048Z", - "iopub.status.idle": "2025-01-07T21:51:09.443988Z", - "shell.execute_reply": "2025-01-07T21:51:09.443500Z", - "shell.execute_reply.started": "2025-01-07T21:51:06.645310Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "
lsst.summit.utils.efdUtils WARNING: Topic lsst.sal.MTMount.logevent_azimuthMotionState is in the schema, but no data was returned by the query for the specified time range
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
lsst.summit.utils.efdUtils WARNING: Topic lsst.sal.MTMount.logevent_elevationMotionState is in the schema, but no data was returned by the query for the specified time range
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "MTMount_logevent_azimuthSystemState (op-1): \n", - " motionControllerState0 \\\n", - "2024-12-08 09:02:22.303270+00:00 2 \n", - "\n", - " motionControllerState5 \\\n", - "2024-12-08 09:02:22.303270+00:00 2 \n", - "\n", - " motionControllerState10 \n", - "2024-12-08 09:02:22.303270+00:00 2 \n", - "\n", - "MTMount.logevent_azimuthMotionState (op-2): \n", - "Empty DataFrame\n", - "Columns: []\n", - "Index: []\n", - "\n", - "MTMount.logevent_elevationMotionState (op-3): \n", - "Empty DataFrame\n", - "Columns: []\n", - "Index: []\n", - "\n" - ] - }, - { - "name": "stdin", - "output_type": "stream", - "text": [ - "Please enter your option: 1\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "You have entered: 1\n", - "You selected azimuthSystemState\n", - " time motionControllerState0 \\\n", - "Axis \n", - "0 2024-12-08 09:02:22.303270+00:00 2 \n", - "\n", - " motionControllerState5 motionControllerState10 \n", - "Axis \n", - "0 2 2 \n", - "\n", - "Event happened at: 2024-12-08T09:02:22.303270\n", - "\n" - ] - } - ], - "source": [ - "##################################################\n", - "time_start = \"2024-12-08T09:02:21\"\n", - "time_ends = \"2024-12-08T09:02:26\"\n", - "##################################################\n", - "start, end = format_time(time_start, time_ends)\n", - "df_el = call_el_data_range(start, end)\n", - "event2 = get_event(start, end)\n", - "##################################################" - ] - }, - { - "cell_type": "code", - "execution_count": 178, - "id": "e990c24d-4c74-48b7-bc59-eaac6c2d9b41", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T21:51:12.642302Z", - "iopub.status.busy": "2025-01-07T21:51:12.641570Z", - "iopub.status.idle": "2025-01-07T21:51:13.087000Z", - "shell.execute_reply": "2025-01-07T21:51:13.086347Z", - "shell.execute_reply.started": "2025-01-07T21:51:12.642273Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "##################################################\n", - "time_start = \"2024-12-08T09:02:21\"\n", - "time_ends = \"2024-12-08T09:02:26\"\n", - "##################################################\n", - "start, end = format_time(time_start, time_ends)\n", - "df_el = call_el_data_range(start, end)\n", - "##################################################\n", - "plot_el(df_el, event2)\n", - "##################################################" - ] - }, - { - "cell_type": "markdown", - "id": "70f44bc5-64ac-4284-858e-d36668f3107f", - "metadata": {}, - "source": [ - "# El Stopping distance calculation\n", - "### a). Last position after fully stopping" - ] - }, - { - "cell_type": "code", - "execution_count": 181, - "id": "5787dcba-ba18-466b-b4f3-3e5455c5f82b", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T21:52:16.250389Z", - "iopub.status.busy": "2025-01-07T21:52:16.250125Z", - "iopub.status.idle": "2025-01-07T21:52:16.303024Z", - "shell.execute_reply": "2025-01-07T21:52:16.302526Z", - "shell.execute_reply.started": "2025-01-07T21:52:16.250367Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Last elevation position: 51.866 [deg]\n" - ] - } - ], - "source": [ - "# Last elevation position:\n", - "last_ePos = df_el[\"actualPosition\"].iloc[-1] \n", - "print(\"Last elevation position: \", \"%.3f\" % last_ePos, \" [deg]\")" - ] - }, - { - "cell_type": "markdown", - "id": "ccd3ee32-75f0-451f-b7d5-aeff2073e29b", - "metadata": {}, - "source": [ - "### b) The event2 time determined above: \n", - "value_to_find = \"2024-12-08T09:02:22.303270\"\n", - "Event happened at: 2024-11-06T09:34:45.864699\n", - "2024-11-08T05:27:37.546319\n", - "2024-11-09T10:20:49.569646\n", - "2024-11-21T11:06:28.477046\n", - "2024-11-29T20:09:09.582050\n", - "2024-12-08T09:02:22.303270\n", - "* value when velocity start changing." - ] - }, - { - "cell_type": "code", - "execution_count": 182, - "id": "02b4f13f-3ff6-41ee-b116-5a2b2768719e", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T21:52:19.922038Z", - "iopub.status.busy": "2025-01-07T21:52:19.921670Z", - "iopub.status.idle": "2025-01-07T21:52:19.961132Z", - "shell.execute_reply": "2025-01-07T21:52:19.960777Z", - "shell.execute_reply.started": "2025-01-07T21:52:19.922022Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "DatetimeIndex(['2024-12-08 09:02:21.007255+00:00',\n", - " '2024-12-08 09:02:21.041160+00:00',\n", - " '2024-12-08 09:02:21.151952+00:00',\n", - " '2024-12-08 09:02:21.195151+00:00',\n", - " '2024-12-08 09:02:21.326865+00:00',\n", - " '2024-12-08 09:02:21.345395+00:00',\n", - 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"metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_el.index[:]" - ] - }, - { - "cell_type": "code", - "execution_count": 183, - "id": "22ce94fd-2729-46ae-9e05-c343ce870984", - "metadata": { - "execution": { - "iopub.execute_input": "2025-01-07T21:52:35.700911Z", - "iopub.status.busy": "2025-01-07T21:52:35.700504Z", - "iopub.status.idle": "2025-01-07T21:52:35.749223Z", - "shell.execute_reply": "2025-01-07T21:52:35.747210Z", - "shell.execute_reply.started": "2025-01-07T21:52:35.700891Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Rows corresponding to the timestamp '2024-12-08 09:02:22.348301+00:00':\n", - " actualPosition actualVelocity \\\n", - "2024-12-08 09:02:22.348301+00:00 57.811508 -3.996361 \n", - "\n", - " actualAcceleration demandPosition \\\n", - "2024-12-08 09:02:22.348301+00:00 0.003234 57.311492 \n", - "\n", - " demandVelocity \\\n", - "2024-12-08 09:02:22.348301+00:00 -4.0 \n", - "\n", - " timestamp \n", - "2024-12-08 09:02:22.348301+00:00 2024-12-08 09:02:22.348301+00:00 \n", - "\n", - "ePos = first_ePos - last_ezPos\n", - " > Difference on elevation positions: 2024-12-08 09:02:22.348301+00:00 5.945262\n", - "Name: actualPosition, dtype: float64 [deg]\n" - ] - } - ], - "source": [ - "df_el[\"timestamp\"] = df_el.index # Establecer la columna 'timestamp' como índice\n", - "\n", - "# Convertir timestamps a strings\n", - "df_el[\"timestamp\"] = df_el[\"timestamp\"].astype(str)\n", - "\n", - "# Valor a buscar\n", - "search_value = \"2024-12-08 09:02:22.348301+00:00\" ### put the timestamp found above\n", - "\n", - "# Buscar en la columna 'timestamp' como string\n", - "matching_rows = df_el[df_el[\"timestamp\"] == search_value]\n", - "\n", - "if not matching_rows.empty:\n", - " print(f\"Rows corresponding to the timestamp '{search_value}':\")\n", - " print(matching_rows)\n", - " first_ePos = matching_rows[\"actualPosition\"]\n", - "else:\n", - " print(f\"Timestamp '{search_value}' not found in the column.\")\n", - "\n", - "ePos = first_ePos - last_ePos\n", - "print()\n", - "print(\"ePos = first_ePos - last_ezPos\")\n", - "print(\" > Difference on elevation positions: \", ePos, \" [deg]\")" - ] - }, - { - "cell_type": "markdown", - "id": "605669ec-0c24-4e41-97b8-36f1b079a9fa", - "metadata": {}, - "source": [ - "# F(t) Delta Time" - ] - }, { "cell_type": "code", "execution_count": 27,