{ "cells": [ { "cell_type": "markdown", "id": "e54b06d3-c422-4d0b-8615-c2ba3c5ed1b9", "metadata": {}, "source": [ "# Analysis of On Water Tests" ] }, { "cell_type": "markdown", "id": "4aea9078-cae5-42d9-ad00-06c85d50c64d", "metadata": {}, "source": [ "# Brief\n", "Herein I generate plots and an analysis from the on water test results, and work towards discovering metrics for automated batch testing, building upon the original template analyze.py script. " ] }, { "cell_type": "markdown", "id": "f9bfba8b-e65a-49f3-bbec-e54cd2900cb5", "metadata": { "tags": [] }, "source": [ "### TODO\n", "Preview plots\n", " - [x] Change orange waypoint marker to bright blue circle\n", " - [x] Change the background of the plot to a very subtle gray tone\n", " - [x] Change to ubuntu or courier font\n", " \n", " Detailed plots\n", " - [x] Get rid of near misses/collisions\n", " - [x] Change color tones to match the general pallet \n", " - [x] Add three leader set plots for (time, in convoy, leader velocity)\n", " - [x] Make the bar plot spawl the bottom\n", " - [x] On the right side, we'll have\n", " - [x] [Desired speed, average speed, and std spread]\n", " - [x] [Mean deviation from IDF, and STD band for all errors from IDF]\n", " \n", " Rerender plots for\n", " \n", " - [x] C001_P02906_K2_tn (simulation) - can probably get rid of this plot\n", " \n", " Field trial results\n", " - [x] 20231114_1621_tn\n", " - [x] 20231114_1621_det\n", " - [x] 20231118_1213_best1_cpd_tn\n", " - [x] 20231118_1213_best1_cpd_det\n", " - [x] 20231127_1547_tn\n", " - [x] 20231127_1547_det\n", " \n", " Stress tests\n", " - [x] 231209-1145G-LOUD-MERL_tn_ccss\n", " - [x] 231209-1145G-LOUD-MERL_det_ccss\n", " - [ ] 231209-1148S-DEEP-SCAN_tn_cpd.png\n", " - [ ] 231209-1148S-DEEP-SCAN_det_cpd\n", " - [ ] 231209-1152S-CURT-BEAU_tn_cpds\n", " - [ ] 231209-1152S-CURT-BEAU_det_cpds\n", " \n", " \n", " \n", " \n", " " ] }, { "cell_type": "code", "execution_count": 239, "id": "f8ccd8fc-f79f-4602-84e9-57ff6abf36cd", "metadata": { "tags": [] }, "outputs": [], "source": [ "import sys\n", "import os\n", "import json \n", "import glob\n", "import matplotlib\n", "import matplotlib.pyplot as plt\n", "import matplotlib.pyplot\n", "import numpy as np\n", "import pandas as pd\n", "import seaborn as sns\n", "from matplotlib.path import Path\n", "import warnings\n", "plt.rcParams['font.family'] = 'Ubuntu'\n", "from matplotlib import font_manager\n", "font_manager.findSystemFonts(fontpaths=None, fontext=\"ttf\")\n", "font_manager.findfont(\"Ubuntu\") # Test with \"Special Elite\" too\n", "\n", "warnings.filterwarnings(\"ignore\") #matplotlib and pandas are too verbose" ] }, { "cell_type": "code", "execution_count": 240, "id": "68de5e69-b869-434f-83c2-2b8407278aaf", "metadata": { "tags": [] }, "outputs": [], "source": [ "\n", "themed_colors = [\n", " \"#FFEBB0\", #0: yellow\n", " \"#FAA15A\", #1: orange\n", " \"#9BD79A\", #2: green\n", " \"#5FBFC0\", #3: teal\n", " \"#B3FEFE\", #4: blue\n", " \"#F37B4D\", #5: tangerine\n", " \"#789ABC\", #6: navy\n", " \"#EAEAEA\", #7: gray\n", " \"#5A6E76\", #8: dark gray\n", " \"#6D9898\", #9: gray teal\n", " ]\n", "\n", "\n", "tall_plot = False\n", "\n", "### CONVOY CLASSIC\n", "# analysis_type = \"cc\"\n", "# circuit = \"-95,-71 : -68,-136 : 47,-118 : 120,-47 : 93,10\"\n", "\n", "# mission_directory = \"logs/20231114_convoy-baseline/20231114_1621_json/\" # Need this one\n", "# trim_lb = 500\n", "# trim_ub = 2000\n", "# desired_speed_fm = 1.2\n", "# idf = 12\n", "\n", "\n", "\n", "### CONVOY PD\n", "analysis_type = \"cpd\"\n", "circuit = \"-72,-67:-44,-133:40,-120:92,-65:63,-3\"\n", "idf = 10\n", "\n", "# mission_directory = \"logs/20231117_convoypd/convoy_pd_main_json/\"\n", "# trim_lb = 0\n", "# trim_ub = 2000\n", "\n", "\n", "# mission_directory = \"logs/20231117_convoypd/test_3_json/\"\n", "# trim_lb = 0\n", "# trim_ub = 2000\n", "\n", "\n", "# mission_directory = \"logs/20231118_convoypd/20231118_1213_best1_json/\" # Need this one [done]\n", "# trim_lb = 0\n", "# trim_ub = 1050\n", "# desired_speed_fm = 1.4\n", "\n", "# mission_directory = \"logs/20231118_convoypd/20231118_1151_best2_json/\"\n", "# trim_lb = 0\n", "# trim_ub = 900\n", "\n", "# mission_directory = \"logs/20231127_convoypdsync/20231127_0940_json/\"\n", "# trim_lb = 0\n", "# trim_ub = 800\n", "\n", "# mission_directory = \"logs/20231127_convoypdsync/20231127_1124_json/\"\n", "# trim_lb = 0\n", "# trim_ub = 2000\n", "\n", "mission_directory = \"logs/20231127_convoypdsync/20231127_1547_json/\" # Need this one [done]\n", "trim_lb = 0\n", "trim_ub = 1000\n", "desired_speed_fm = 1.2\n", "\n", "## Zig zag stress test\n", "# tall_plot = True\n", "# circuit = \"30,-20:0,-50:60,-60:0,-80:60,-90:0,-110:60,-120:0,-140\"\n", "# desired_speed_fm = 1.2\n", "# analysis_type = \"cc\"\n", "\n", "# # mission_directory = \"logs/20231209_sim_ss/231209-1145G-LOUD-MERL_json\" \n", "# mission_directory = \"logs/20240219_sim_ss/240219-1928S-LATE-HALO_cc\"\n", "# mission_directory = \"logs/20240224_sim_ss/240224-2121U-SURE-HANS_json\"\n", "# idf = 10\n", "# trim_lb = 0\n", "# trim_ub = 2000\n", "\n", "\n", "# analysis_type = \"cpd\"\n", "\n", "# No Sync\n", "# mission_directory = \"logs/20231209_sim_ss/231209-1148S-DEEP-SCAN_json\" \n", "# mission_directory = \"logs/20240219_sim_ss/240219-2025A-TAME-CODY_cpd\"\n", "# mission_directory = \"logs/20240224_sim_ss/240224-2148E-POSH-MITT_json\"\n", "# trim_lb = 0\n", "# trim_ub = 4000\n", "\n", "#Sync\n", "# mission_directory = \"logs/20231209_sim_ss/231209-1152S-CURT-BEAU_json\" \n", "# mission_directory = \"logs/20240219_sim_ss/240219-1915X-EASY-TACK_cpds\"\n", "# mission_directory = \"logs/20240224_sim_ss/240224-2155I-FOND-NYLE_json\"\n", "# mission_directory = \"logs/20240224_sim_ss/240224-2210Q-DARK-SHIN_json\"\n", "# trim_lb = 0\n", "# trim_ub = 4000\n", "\n", "\n", "glb = glob.glob(f\"{mission_directory}/*.json\")\n", "fname = glb[0]\n", "variable_file = \"plug_bhv_variables.moos\"\n", "mission_data = json.load(open(fname))\n" ] }, { "cell_type": "code", "execution_count": 241, "id": "1da85fe6-5aa7-4024-a2f3-24861609c009", "metadata": {}, "outputs": [], "source": [ "if mission_directory[-1] == \"/\":\n", " mission_directory = mission_directory[:-1]\n", "mission_hash = mission_directory.split(\"/\")[-1] \n", "mission_hash = mission_hash.replace(\"_json\",\"\")\n", "glb = glob.glob(f\"{mission_directory}/*.json\")\n", "fname = glb[0]" ] }, { "cell_type": "code", "execution_count": 242, "id": "9dd06906-3daf-494a-8674-a45efc8b4e3b", "metadata": { "tags": [] }, "outputs": [], "source": [ "output_directory = f\"{mission_directory}/\"\n", "output_directory = output_directory.replace(\"_json\",\"\")\n", "try:\n", " os.mkdir(output_directory)\n", "except OSError:\n", " pass \n", " #print(f\"Creation of the directory {path} failed\")\n", "\n", "# TODO: Make color mapping based on the ordering of agents\n", "color_mapping = {\"abe\":\"y\",\n", " \"ben\":\"r\",\n", " \"eve\":\"g\",\n", " \"deb\":\"m\",\n", " \"fin\":\"b\",\n", " \"cal\":\"b\"}" ] }, { "cell_type": "code", "execution_count": 243, "id": "7c1666b7-b199-48f2-b43b-a574081be0a4", "metadata": { "tags": [] }, "outputs": [], "source": [ "circuit = circuit.replace(\" \",\"\")\n", "circuit = circuit.split(\":\")\n", "split_point = lambda point: [float(v) for v in point.split(',')]\n", "circuit = [split_point(point) for point in circuit]\n", "circuit_turns = 0\n", "first_leg_angle = 0\n", "lap_length = 0\n", "for idx in range(2,len(circuit)):\n", " p_1 = circuit[idx-2]\n", " p_2 = circuit[idx-1]\n", " p_3 = circuit[idx]\n", "\n", " leg1_angle = np.arctan2(p_2[1]-p_1[1],p_2[0]-p_1[0])*180/np.pi\n", " leg2_angle = np.arctan2(p_3[1]-p_2[1],p_3[0]-p_2[0])*180/np.pi\n", "\n", " #Assume the agent took the shortest closure distance\n", " turn_angle = (leg2_angle-leg1_angle+180)%360 - 180\n", " if(idx == 2):\n", " first_leg_angle = turn_angle \n", " circuit_turns+=abs(turn_angle)\n", "\n", "for idx in range(1,len(circuit)):\n", " p1 = circuit[idx]\n", " p0 = circuit[idx-1]\n", " lap_length+=np.sqrt((p1[0] - p0[0])**2 + (p1[1] - p0[1])**2)\n", "\n", "legend_markers = [\"Waypoints\"]" ] }, { "cell_type": "code", "execution_count": 244, "id": "180cbf33-898a-4a0c-9806-87eaef69d703", "metadata": { "tags": [] }, "outputs": [], "source": [ "agent_names = []\n", "agent_info = dict()\n", "all_general_info = dict()\n", "agent_start_pos = []\n", "agent_distances = []\n", "\n", "#Get the parameters we are varying from configuration file\n", "#variable_file_1 = \"plug_bhv_variables.moos\"\n", "agent_variables = dict()\n", "stripped_chars = [\" \",\"\\n\",\"\\r\",\"\\t\"]\n", "\n", "if analysis_type == \"cc\":\n", " with open(variable_file, 'r') as f:\n", " while(True): \n", " line = f.readline()\n", " if line == \"\":\n", " break \n", " else: \n", " #Strip all comments out of the line, i.e. everything to the right of a //\n", " idx = line.find(\"//\")\n", " if idx != -1:\n", " line = line[0:idx]\n", " if len(line) == 0:\n", " continue\n", " for c in stripped_chars:\n", " line = line.replace(c,\"\")\n", " line = line.split(\"=\")\n", " agent_variables[line[0]] = line[1] \n", "\n", "## 1) Extracts all the data from the JSON file, while converting data to the write type\n", "## 2) Data is stored into a list for now, unsynchronized, and is later time synchronized\n", "\n", "all_agent_data = []\n", "shoreside_data = pd.DataFrame()\n", "node_report_col_names = [\"TIME\",\"X\",\"Y\",\"HDG\",\"SPD\"]\n", "node_report_types = [\"f\",\"f\",\"f\",\"f\",\"f\"]\n", "\n", "\n", "\n", "all_vars = []\n", "all_vars.extend(node_report_col_names)\n", "all_vars = [f.lower() for f in all_vars]\n", "all_var_types = []\n", "all_var_types.extend(node_report_types)\n", "\n", "type_mapping = dict(zip(all_vars,all_var_types))\n", "\n", "def cast(var,dat):\n", " var = var.lower()\n", " if(var == \"f\" or type_mapping[var] == \"f\"):\n", " return float(dat)\n", " elif(var == \"i\" or type_mapping[var] == \"i\"):\n", " return int(dat)\n", " elif(var == \"s\" or type_mapping[var] == \"s\"):\n", " return str(dat)\n", "\n", "#Extract all the data we care about from the JSON file\n", "for key, val in mission_data.items():\n", " if(key.find(\"SHORESIDE\") > 0):\n", " #Collect near collision information\n", " data = val[\"data\"]\n", " ct = \"COLLISION_TOTAL\"\n", " pre_df_tc = [[i[0], float(i[1])] for i in data[ct]]\n", " #incrementing_total_near_misses = data[\"NEAR_MISS_TOTAL\"] #A list of [time, data[dict_keys], source]\n", " nm = \"NEAR_MISS_TOTAL\"\n", " pre_df_nm = [[i[0], float(i[1])] for i in data[nm]]\n", "\n", " ss_df1 = pd.DataFrame(pre_df_tc,columns=[\"time\", \"collision_total\"]).set_index(\"time\")\n", " ss_df2 = pd.DataFrame(pre_df_nm,columns=[\"time\", \"near_miss_total\"]).set_index(\"time\")\n", "\n", " ss_group = [ss_df1,ss_df2]\n", "\n", " shoreside_data = ss_group.pop()\n", "\n", " for s in ss_group:\n", " shoreside_data = shoreside_data.join(s,how=\"outer\")\n", " else:\n", " #For each agent, we are going to capture all information we are interested in\n", " agent_name = key\n", " agent_name = agent_name.replace(\"LOG_\",\"\")\n", " idx = agent_name.find(\"_\")\n", " agent_name = agent_name[0:idx].lower()\n", " legend_markers.append(agent_name)\n", " agent_names.append(agent_name)\n", " data = val[\"data\"]\n", "\n", " #Get all the data we care about from node reports\n", " node_reports = data[\"NODE_REPORT_LOCAL\"]\n", "\n", " #Prepends the agent name to the node report name, makes it lower case to be consistent\n", " # further, time will be the same\n", " col_names = [f\"{agent_name}_{t}\".lower() if t != \"TIME\" else t.lower() for t in node_report_col_names]\n", "\n", " #Unpacks the data we want from the node report\n", " nr_agent_pre_df = [[cast(n,v[1][n]) for n in node_report_col_names] for v in node_reports]\n", "\n", " #Occasional issues in which DESIRED_RUDDER and DESIRED_THRUST nondeterministically exist, temporary fix until a real solution is found\n", " if \"DESIRED_RUDDER\" in data.keys():\n", " rddr = [[entry[0],cast(\"f\",entry[1])] for entry in data[\"DESIRED_RUDDER\"]]\n", " else:\n", " rddr = [[entry[0],0] for entry in data[\"NODE_REPORT_LOCAL\"]]\n", " rddr_df = pd.DataFrame(rddr, columns=[\"time\", f\"{agent_name}_rudder\"]).set_index(\"time\")\n", " if \"DESIRED_THRUST\" in data.keys():\n", " thrust = [[entry[0],cast(\"f\",entry[1])] for entry in data[\"DESIRED_THRUST\"]]\n", " else:\n", " thrust = [[entry[0],0] for entry in data[\"NODE_REPORT_LOCAL\"]]\n", " thrust_df = pd.DataFrame(thrust, columns=[\"time\", f\"{agent_name}_thrust\"]).set_index(\"time\")\n", " \n", " trim_lb = data[\"DEPLOY\"][-1][0]\n", " \n", " if analysis_type == \"cpd\":\n", " if \"ORDERING\" in data.keys():\n", " ordering = data[\"ORDERING\"][-1][1].split(\"|\")\n", "\n", "\n", " #Puts all the data now in the collection of dataframes still awaiting to be merged\n", " agent_df = pd.DataFrame(nr_agent_pre_df,columns=col_names).set_index(\"time\")\n", "\n", " agent_df = agent_df.join(rddr_df,how='outer')\n", " agent_df = agent_df.join(thrust_df,how='outer')\n", "\n", " #We assume ZOH, in the sense that a message to the MOOSDB is the start of a new state\n", " # fill forward\n", " #agent_df.fillna(method='ffill',inplace=True)\n", "\n", " #All NaNs that remain, is in the very start of the mission when agents are being brought online, such that \n", " # no data exists to be filled forward (drop it)\n", " #agent_df.dropna(inplace=True)\n", "\n", " all_agent_data.append(agent_df.copy())\n", "\n", " slower_rng = 0\n", " ideal_rng = 0\n", " faster_rng = 0\n", " full_lag_rng = 0\n", " following = \"na\"\n", " #TODO: Extract agents convoy/speed policy\n", " if analysis_type == \"cc\":\n", " if 'type=waypoint' not in data[\"TASK_WON\"][-2][1]:\n", " is_leader = False\n", " else:\n", " is_leader = True\n", " all_general_info[\"leader\"] = agent_name\n", " else:\n", " if agent_name == ordering[0]:\n", " is_leader = True\n", " all_general_info[\"leader\"] = agent_name\n", " else:\n", " is_leader = False\n", " \n", "\n", " if is_leader:\n", " pass\n", " else:\n", " if analysis_type == \"cc\":\n", " spd_policy_str = data[\"CONVOY_SPD_POLICY\"][0][1]\n", " all_items = spd_policy_str.split(\"|\")\n", " all_items = [k.split(\"=\") for k in all_items]\n", " spd_policy = dict(all_items)\n", " slower_rng = float(spd_policy[\"slower_rng\"])\n", " ideal_rng = float(spd_policy[\"ideal_rng\"])\n", " faster_rng = float(spd_policy[\"faster_rng\"])\n", " full_lag_rng = float(spd_policy[\"full_lag_rng\"])\n", "\n", " task_convoy = data[\"TASK_WON\"][-1][1]\n", "\n", " all_items = dict([k.split(\"=\") for k in task_convoy.split(\"|\")])\n", " following = all_items[\"id\"]\n", " following = following.replace(\"follow_\",\"\")\n", "\n", "\n", " color = color_mapping[node_reports[0][1][\"NAME\"]]\n", "\n", " agent_info[agent_name] = {\"slower_rng\":slower_rng,\n", " \"ideal_rng\":ideal_rng,\n", " \"faster_rng\":faster_rng,\n", " \"full_lag_rng\":full_lag_rng,\n", " \"color\":color,\n", " \"is_leader\":is_leader,\n", " \"following\":following}\n" ] }, { "cell_type": "code", "execution_count": null, "id": "92c5aaa6-0163-496f-9524-52ca34c140af", "metadata": { "tags": [] }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 245, "id": "a1264829-f498-4c18-93b1-5b577d62708e", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "#FAA15A\n", "#B3FEFE\n", "#9BD79A\n", "#FFEBB0\n", "#5FBFC0\n" ] } ], "source": [ "lead = all_general_info[\"leader\"]\n", "all_general_info[\"ordering\"] = {lead:1}\n", "idx = 2\n", "found = [lead]\n", "\n", "for idx in range(2,len(agent_names)):\n", " for name_1, v1 in agent_info.items():\n", " if name_1 in found:\n", " continue \n", " else:\n", " #Find who is following this lead\n", " if v1['following'] == lead:\n", " all_general_info[\"ordering\"].update({name_1:idx})\n", " found.append(name_1)\n", " lead = name_1\n", " break\n", "\n", "#Nobody is following the last agent, so we need to infer their order\n", "tail = [names for names in agent_names if names not in found]\n", "all_general_info[\"ordering\"].update({tail[0]:idx+1})\n", "all_general_info[\"ordering\"]\n", "for agent in agent_info:\n", " agent_info[agent][\"color\"] = themed_colors[all_general_info[\"ordering\"][agent]-1]\n", " print(agent_info[agent][\"color\"])" ] }, { "cell_type": "code", "execution_count": 246, "id": "6e26084d-0ce5-451c-9473-2419acf00ea7", "metadata": { "tags": [] }, "outputs": [], "source": [ "all_data_df = shoreside_data.copy()\n", "for df in all_agent_data:\n", " all_data_df = all_data_df.join(df,how='outer')\n", " \n", "#We assume ZOH, in the sense that a message to the MOOSDB is the start of a new state\n", "# fill forward\n", "all_data_df.fillna(method='ffill',inplace=True)\n", "\n", "#All NaNs that remain, is in the very start of the mission when agents are being brought online, such that \n", "# no data exists to be filled forward (drop it)\n", "all_data_df.dropna(inplace=True)\n", "\n", "#Check to make sure all time rows are monotonically increasing\n", "\n", "#TODO: Add the time differences as its own column\n", "all_data_df = all_data_df.sort_index()\n", "#all_data_df.sort_values(all_data_df.index, axis=0)\n", "\n", "#Base everything w/rt mission start\n", "tbegin = all_data_df.index[0]\n", "trim_lb -= tbegin\n", "all_data_df.index = all_data_df.index - tbegin\n", "all_data_df.dropna(inplace=True) #We only care about what happens when all agents are connected\n", "all_data_df = all_data_df.iloc[all_data_df.index < trim_ub]\n", "all_data_df = all_data_df.iloc[all_data_df.index > trim_lb]\n", "t_diff = pd.DataFrame(all_data_df.index).diff().set_index(all_data_df.index).fillna(0)" ] }, { "cell_type": "code", "execution_count": 247, "id": "d91a2d8f-3500-4cf6-a3ff-9c12aed54099", "metadata": { "tags": [] }, "outputs": [], "source": [ "# Not really analysis, but update the legend markers for the main thumbnail to include the name and order\n", "#legend_markers=agent_names[:]\n", "for idx,name in enumerate(legend_markers):\n", " if idx == 0:\n", " continue\n", " else:\n", " #TODO: Check this for occasional errors\n", " try:\n", " legend_markers[idx]=f\"{name}_{all_general_info['ordering'][name]}\"\n", " except:\n", " print(\"had an issue with this command\")\n", " print(all_general_info['ordering'])\n", " legend_markers[idx]=f\"{name}_{all_general_info['ordering'][name]}\"\n", "\n", " exit(1)" ] }, { "cell_type": "code", "execution_count": 248, "id": "69d7a194-77c5-4153-83ba-5e8621f7ad93", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['Waypoints', 'abe_2', 'deb_5', 'ben_3', 'eve_1', 'fin_4']\n", "['abe', 'deb', 'ben', 'eve', 'fin']\n", "{'eve': 1, 'abe': 2, 'ben': 3, 'fin': 4, 'deb': 5}\n" ] } ], "source": [ "print(legend_markers)\n", "print(agent_names)\n", "print(all_general_info['ordering'])" ] }, { "cell_type": "code", "execution_count": 249, "id": "02c0d175-8037-4129-95c4-8c1963ece0b1", "metadata": { "tags": [] }, "outputs": [], "source": [ "def dilate(series):\n", " return True if series.sum() > 0 else False\n", "\n", "\n", "#For each follower agent, we are going to look at who they are supposed to be following, and track their distance\n", "for n in agent_names:\n", " if n == all_general_info[\"leader\"]:\n", " continue\n", " following = agent_info[n][\"following\"]\n", "\n", " rng = all_data_df[[f\"{n}_x\",\n", " f\"{n}_y\",\n", " f\"{following}_x\",\n", " f\"{following}_y\"]]\n", " \n", " rng[\"dist\"] = np.sqrt(np.power(rng[f\"{n}_x\"]-rng[f\"{following}_x\"],2)+np.power(rng[f\"{n}_y\"]-rng[f\"{following}_y\"],2))\n", " if analysis_type == \"cc\":\n", " all_data_df[f\"{n}_trgt_rng\"] = rng[\"dist\"] #Target Range\n", " all_data_df[f\"{n}_in_rng\"] = (rng[\"dist\"] < (agent_info[n][\"ideal_rng\"]+4)) & (rng[\"dist\"] > (agent_info[n][\"ideal_rng\"]-4)) # In Convoy Range\n", " all_data_df[f\"{n}_rng_dev\"] = rng[\"dist\"] - agent_info[n][\"ideal_rng\"] # Agents deviation from desired range\n", " elif analysis_type == \"cpd\":\n", " all_data_df[f\"{n}_trgt_rng\"] = rng[\"dist\"] #Target Range\n", " all_data_df[f\"{n}_in_rng\"] = (rng[\"dist\"] < 14) & (rng[\"dist\"] > 6) # In Convoy Range\n", " all_data_df[f\"{n}_rng_dev\"] = rng[\"dist\"] - 10 # Agents deviation from desired range\n", " \n", " all_data_df[f\"{n}_in_rng\"] = all_data_df[f\"{n}_in_rng\"].rolling(window=3,min_periods=1).apply(dilate) > 0\n", "\n", " #Capture whether or not an agent is entering or exiting convoy range\n", " all_data_df[f\"{n}_entered_convoy\"] = all_data_df[f\"{n}_in_rng\"].astype(int).diff()\n", "\n", "#Now that we have all the agents ranging information to the target, identify the times in which all the agents are in range (in the intended convoy)\n", "all_data_df[f\"all_in_range\"] = True\n", "for n in agent_names:\n", " if n == all_general_info[\"leader\"]:\n", " continue\n", " all_data_df[f\"all_in_range\"] &= all_data_df[f\"{n}_in_rng\"]" ] }, { "cell_type": "code", "execution_count": 250, "id": "5036a4e2-c049-413b-863a-647c9ea9dd61", "metadata": { "tags": [] }, "outputs": [], "source": [ "#We have whether or not all the agents are now in range of their desired convoy, now we can identify when they transition in and out of convoying\n", "# Assume these conditions are integers, mask the transitions such that 1 0 0 0 1 means it is in convoy, leaves convoy, reenters convoy\n", "# Now the derivative provides flags [na -1 0 0 1], where we can now identify exactly when it enters a convoy, rather than just that it\n", "# is in a convoy\n", "# i.e. we can count how many times it entered and exited a convoy (should be fairly redundant)\n", "all_data_df[f\"all_in_range_transition\"] = all_data_df[f\"all_in_range\"].astype(int).diff()" ] }, { "cell_type": "code", "execution_count": 251, "id": "9a0854ad-2214-4279-b29f-7152ce19f649", "metadata": { "tags": [] }, "outputs": [], "source": [ "#Find out the point to point distances for each agent and the total odometry of the agent\n", "# Divide the point to point distance total odometry \n", "agent_straightnesses = dict()\n", "agent_odometries = dict()\n", "\n", "# Observe the necessary turns and distance an agent would have had to do to complete the circuit\n", "# Divide the necessary turns by the actual turns\n", "agent_turninesses = dict()\n", "\n", "leader = all_general_info[\"leader\"]\n", "\n", "ss_post_init_data = all_data_df[all_data_df.index > 30]\n", "for n in agent_names:\n", " hdgs = ss_post_init_data[f\"{n}_hdg\"].to_numpy()\n", " x_start = ss_post_init_data[f\"{n}_x\"].iloc[0]\n", " y_start = ss_post_init_data[f\"{n}_x\"].iloc[0]\n", " hdg_start = hdgs[0]\n", "\n", " x_diffs = ss_post_init_data[f\"{n}_x\"].diff().to_numpy()[1:]\n", " y_diffs = ss_post_init_data[f\"{n}_y\"].diff().to_numpy()[1:]\n", " odometry = 0\n", " for idx in range(1,len(x_diffs)):\n", " odometry+=np.linalg.norm([x_diffs[idx]-x_diffs[idx-1],y_diffs[idx]-y_diffs[idx-1]])\n", " agent_odometries[n] = odometry + (all_general_info['ordering'][n]-1)*idf\n", " agent_turninesses[n] = np.sum(np.abs(((np.diff(hdgs)+180)%360 - 180)))\n", " \n", " if n == leader:\n", " leader_odometry = agent_odometries[n]\n", " leader_turniness = agent_turninesses[n]\n", " \n", "for n in agent_names:\n", " # Stability Proxy 1: Straightness - How must unnecessary distance does the agent cover? This would characterize its efficiency, where 1 is best\n", " agent_straightnesses[n] = min([leader_odometry/agent_odometries[n],1])\n", "\n", " # Stability Proxy 2: \"Turny-ness\" - does the agent oscillate, i.e. turn more than what is strictly necessary?. 1 is best (likely unachievable)\n", " agent_turninesses[n] = min([leader_turniness/agent_turninesses[n],1])\n", "\n", "#These measures should be highly correlated, and essentially redundant measures\n", "straightness_index = np.mean([v for k,v in agent_straightnesses.items() if k is not leader]) #Batshelet, Benhamou?\n", "turn_index = np.mean([v for k,v in agent_turninesses.items() if k is not leader])" ] }, { "cell_type": "code", "execution_count": 252, "id": "6e8743e3-aacb-4bf4-bea7-f1c039951ef9", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "{'abe': 0.9819686498967685,\n", " 'deb': 0.9490392746818815,\n", " 'ben': 0.9647516992603379,\n", " 'eve': 1.0,\n", " 'fin': 0.9462179882091253}" ] }, "execution_count": 252, "metadata": {}, "output_type": "execute_result" } ], "source": [ "agent_straightnesses" ] }, { "cell_type": "code", "execution_count": 253, "id": "4e3002b7-8212-4ef7-a4a8-16ff8d0172ed", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "0.6635551489400764" ] }, "execution_count": 253, "metadata": {}, "output_type": "execute_result" } ], "source": [ "turn_index" ] }, { "cell_type": "code", "execution_count": 254, "id": "d5998c06-c32e-4cbc-a76c-ccba11064907", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "{'abe': 0.6713077269480416,\n", " 'deb': 0.6677240423284917,\n", " 'ben': 0.6626411609397573,\n", " 'eve': 1.0,\n", " 'fin': 0.6525476655440146}" ] }, "execution_count": 254, "metadata": {}, "output_type": "execute_result" } ], "source": [ "agent_turninesses" ] }, { "cell_type": "code", "execution_count": 255, "id": "c0bff3c7-ac91-4397-ad14-21754c7913ae", "metadata": { "tags": [] }, "outputs": [], "source": [ "# ######
\n", "# ##### Compose summarization plot for mission\n", "# #Instantiage a plot, optionally lod the MIT sailing pavilion\n", "# fig_tn = plt.figure()\n", "# fig_tn.set_figheight(6)\n", "# fig_tn.set_figwidth(6)\n", "\n", "# #All agents thumbnail\n", "# ax1_tn = plt.subplot2grid(shape=(4,4),loc=(0,0),rowspan=4,colspan=4)\n", "\n", "# #Text summary\n", "# #ax2_tn = plt.subplot2grid(shape=(4,2),loc=(3,0),rowspan=1,colspan=1) \n", "\n", "# #img = plt.imread(\"/Users/raymondturrisi/svn/moos-ivp/ivp/data/MIT_SP.tif\")\n", "# #ax.imshow(img,extent=[-550, 600, -494, 215])\n", "\n", "# #Plot the target waypoints\n", "# ax1_tn.set_facecolor('#cfe2f326')\n", "# ax1_tn.plot([x for x,y in circuit], [y for x,y in circuit], \n", "# marker='o',\n", "# markersize=10,\n", "# markeredgewidth=3,\n", "# markerfacecolor=\"#b3fefeff\",\n", "# markeredgecolor=\"k\",\n", "# linestyle='None',\n", "# zorder= 21)\n", "\n", "# #Plot the master thumbnail for the mission\n", "# for idx, n in enumerate(agent_names):\n", "# if agent_info[n][\"is_leader\"]:\n", "# print(n)\n", "# ax1_tn.plot(all_data_df[f\"{n}_x\"],all_data_df[f\"{n}_y\"],\n", "# agent_info[n][\"color\"],\n", "# linestyle=\":\",\n", "# zorder= 20,\n", "# linewidth=4)\n", "# else:\n", "# ax1_tn.plot(all_data_df[f\"{n}_x\"],all_data_df[f\"{n}_y\"],\n", "# agent_info[n][\"color\"],\n", "# linestyle=\"-\",\n", "# linewidth=3)\n", "\n", "# vertices = [(0, 0), (-1, 1), (1, 1), (2, 0), (1, -1), (-1, -1), (0, 0)]\n", "# codes = [1,2,2,2,2,2,79]\n", "# p = Path(vertices,codes)\n", "\n", "# for idx, n in enumerate(agent_names):\n", "# hdgs = all_data_df[f\"{n}_hdg\"].to_numpy()\n", "# hdg_start = hdgs[0]\n", "# #hdg_start = all_data_df[f\"{n}_hdg\"][0].iloc[0]\n", "# x_start = all_data_df[f\"{n}_x\"].iloc[0]\n", "# y_start = all_data_df[f\"{n}_y\"].iloc[0]\n", "# m = matplotlib.markers.MarkerStyle(p)\n", "# m._transform = m.get_transform().rotate_deg(hdg_start)\n", "# color = agent_info[n][\"color\"]\n", "# ax1_tn.scatter(x_start,y_start,marker=m,s=150,c=color,zorder=100)\n", "\n", "# ax1_tn.set_aspect('equal',adjustable='box')\n", "# #ax1_tn.set_title(f\"Mission <{mission_directory}>\")\n", "# ax1_tn.grid(True)\n", "# ax1_tn.set_xlabel(\"Easting (m)\")\n", "# ax1_tn.set_ylabel(\"Northing (m)\")\n", "# ax1_tn.legend(legend_markers,ncols=2,borderpad=0)\n", "\n", "# #Now we add a little summary within the plot\n", "# if \"collision_total\" not in all_data_df.columns:\n", "# collisions = -1\n", "# near_misses = -1\n", "# else:\n", "# collisions = all_data_df['collision_total'].iloc[-1]\n", "# near_misses = all_data_df['near_miss_total'].iloc[-1]\n", " \n", "\n", " \n", "# scores=f\"collisions={collisions:0.0f}\"\n", "# scores+=f\", near_misses={near_misses:0.0f}\"\n", "# scores+=f\",\\nsi={straightness_index:0.2f}\"\n", "# scores+=f\", ti={turn_index:0.2f}\"\n", "# print(scores)\n", "# fig_tn.canvas.draw_idle()\n", "# plt.savefig(f\"{output_directory}{mission_hash}_tn.png\", dpi=150)\n", "# plt.show()\n", "# plt.close()\n", "# ######
" ] }, { "cell_type": "code", "execution_count": 256, "id": "2ca1e0a5-1161-4313-8ee6-063535d2c514", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "eve\n" ] }, { "data": { "image/png": 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htxu3GDzb44mWFEEQOs2a8nKODlOcEhvbaanur0hPY0tVFWank23V1eytrW0zACpt6Q5KjTTx0vWj/cZIGHRqXv75aBZvLwZg/fr1XH755ezcuZO847LgArzzzjs8++yz3H///ajV/plUzxUOp5u1ewpYs6sQh8vNim3+s5wCa2WagyQUjYLS8v3VGani6rQMwvQ60oKCiAoI6Oqid4oLE/uxuLDCWy+X3UX2lmxqmxV+MX1wjxxLI3iIIEUQhE4hKwqrSz15MSTgvE5cG8Wo0XBtRgZvHTwIwNKi4jaDlICAAJqamgBQqdr+4AnQtQYb+/btO+FsH4fDwYMPPsjXX3/N//3f/5Genn4m1ehyiqKwNbuMFdtyMVvtJzxWJUNSYxMD0otINyQSEDGO4ZGnP+i5JwrW6RgcqCK7SsHYIBPQpFCvlFMPHBkQT7+EM2/xE84O0d0jCEKn2FtbS43d80E4JDyMqIDOTWs/ISaaqJaxKPvq6ii3Wv2OCWj5pt/sdPvt8x6j9W8RMRr1TBgzgDtuvog3XryT9d++wO/v+pn3G/a6desYNmwYb7/9dpszjBRFwa4o2BQFh6L0mBwckiSx7Uj5SQOUo+Q6A3P73cyEAfN6TYBy1AhDCpHFboyNCtIxv54fd+Z3W5mEkxMtKYIgdIp15a0p06fFxXf69VWSxPT4eD5uSci2srSM6/pl+BzjDVIcrUHKe6uPsHDVYW6aks4dMzJ9WlKOOrD+NZITo3y2TRo3kHmzxnLLvf8gr8Az2Pb222/nyy+/ZOHChcTExvLJDz+w9McfmXrrrcRktJZFD0QrColAd3xHVxSFKiAP0PU3QWndSc8Z0S+Wi8ZmEGLqnWsmnTcwiRWbDyO5fVvY8krrqKyzEB1m6qaSCSciWlIEQThjVpeL7dXVAARptQyPOLOPZllRsCgKFYpCiaJQpyi4FIWpsbHeKcnrysuRj2uxMBo9+VCOBilv/ZjDHe/+xJbcGu75zxYe/mgHapWERu37QbVnf0Gb5Thv0mB2rfobv7xxpnfbkiVLGDxkCDc9+ijXzZrF/z3/PPeNGcNPX3/tPcYOFAEbgZXAEUmCLhho6lQUjigKy91uPivL56vtP7CxtBhHG7fWGT3p4lNiQvj1/DFcM30woYG9M0AB0GnUDOgX1ea+/67YTWFlQxeXSDgVoiVFEIQzdqi+wbtOz7ioqNNaa0dRFBqAaqAWsABWWlbRPYYERGg1DIoIZ3d1DRaXi6KmJlKCgrzHHG1JcbplPtiQxz3/2eJzjb8uOUC9xYFeo8blbl2Zede+PObO8p+KrCgKjU3NXHbxBA7nlbNy3R4A6mpr+d+f/uQ9ztLQwLM/+xm3PvIIv3jqKcxqtXcAsRU4rFajuvBC9koSmYpCYCcM1JRlhZKaRpKigrG2BCeba2s4UpRHhdmKW5EAT46apnCZ8DJPiSSTkwuTa5k28WoqG2zEhJn6zMDRK8YO5E+H1vl094Bn0cEftufxi9kjuqVcQvtEkCIIwhk7bG5NMT4wNPSUzmlUFIqBYjwtDyej4AlkpJBQqPZMc85uaGgzSAG49a1NHG1omTVrFsuXL0dRFN5Z7T+Feede/5k9n3y1nnsfWUh55Ym7SoIigmisaQTg3T/9iaItW3j/f//DGRlJcUuZASS1mhKgBEhUFAYChg4EB4qikF1Uw7LNh6mqtzLr6vHsNNdwsKAAud5FSIWMOkaF2+S5tgoZU7gVjQ0Swyq4IjGByAHXAxAbHnja9z+XBQfoiY0zUVFq8duXU1RDXWMzYUHn5gym3kp09wiCcMbKjhnEmnpM0NCm4GC2qFSsBo7gH6CogWAgDugHDASSgKMfHVGhId5js+t9m+iPDVKOdgX98pe/ZNmyZXzwwQdoNG1/L9u5N99vsOvzf/+szQBFdcxU5IiECJ759mmuevBKVGrP2+ny5csZN2YM5du2MUGSmAGkyTJKSxZe8ARmK4EjiuLXZXUiDU023l26k//7bhcVdRZkReGrHzaz+0AuhgIn4aUyajeEVchEa8xkhZYwPuYIg8JLuTB+N7cMmUDkgItO+X690U3nD6cpzD84VICt2SfPaCx0LRGkCIJwxpqO+QAOaScNvltROKhSoTr/fGqP6Q6SgBhgKDANmA2cJ0mMliQGShL9JInhksR0PAFLqMmEtiVQOGT2XSQu4Lg8HldffTVvvPEGkiRx7bXX8tVXX2E4JlutqqUcObmlXPvLl6ipbb1eRHhrsDV86sXMu+1hpl56M7LbM95FZ9By9+t3YQoxMesXs7j/3d8SFOE5p7CwkEsuuYSmpiYCJIn+soy8fDn93W6OPjtu4ACwGqg5hUClsKKBv33+E4dLan2266tlovPdGCyt11C5wVQiEa63oJedTC2r4Lxhv0QfM+ik9+ntwgMDSElW+3UnAmw9VIa7AytuC2ePCFIEQThjx77ht5XAzaUo/AQUqFTe8Q9GYBBwITBWkkiRJAIlqd3xEaqWgGWUJBFs8szEaHQ4fAKksLAw7/9nz57N+++/75OE7eKLL+b7778nODgYgOjoaO++j79az5Cp9/Ht91sBGD441btvwMgpJA8YzoYlH3i33fjUjSQOSGw9ZtwAHvvsUZKzPNlNKyoq2Llz5zFPgos0RWE6kAI4bDa+ee011ixbxgZF4fAJpi43KgqloUbcp5FPzmYOoDnHxKVNGvpP+T1SYOSpn9zL3TliPDaT/+tMlhVqzM3dUCKhPWJMiiAIZ5WsKGzGMygWQHG76Q/0U6tRd2BMRrwkEWMyUtPSirLPamV8iKcL6I477mDNmjWMHj2at956C10bC99NnTqVzZs38/7773P55Zdz+PBhfvWrX1FbW0t5ZR2X/PxZfnnjTEYObU3cVlNViMvlxO3yBETj541nwqUT/K4dFhPG+EsnUHigCICCggKmTJnic4xOkhiiKPzhuutY8tVXAEy+6irueuMNzOHhjFAUb6BnUxQOAnm2Wg7m7qAqTCLUPz1Mu0JVaYSOm9BnBsaeqkCdAVeYApaWhRONEiMmDubylEiCzuHMwr2RCFIEQThjenVro6zZ4STc0DrnNZvWAEWjKNjXryd90qQOBShHpRuN7G/5f+4xQcqoUaM4cODASc8fMGAAzz77rPecqVOnsmDBApYsWQLA2+8vJ/CYfCEOuY7JF/2Mz//peRwQ2P7gyoj41unX+fn5bR7z7rvvegMUgPWffMKB9ev5zXvv4Zg5k5GKQoGisKW0ghrbIbLL7VhcejCCLtiN0expcVFpXYSn1GEMa6ZwSxKezjMwaGDWuP5MGJQoApR23DUqideaS7AFSbi1EppIFUUqFaJDrGcR3T2CIJyxlMDW8Rvba6q9/69RFI7OpZGA0W431Nef8f3SWvKhAFRYTqNpoR1xcXF88803vPXWW5haupKaLDbv/rxdu5g7Zqj3cU1Jtd81jopMaO1WKSjwz79y5MgR7rvvPu9jbUtdaktLefyii3ju3nv5z8E8Fn22hr1L97P/oOwJUFroEi2odC4CI5tIHlNESFwjoVITsYYaJBTG94/i99edx8TBSSJAOYGsmP5YwlW4tZ7naO3uveSCdyq90DOIIEUQhDM2Pro1SdYPJaW4Zc8bffYxxwwEQjvpfsnHBCk1baTH7whJkvjlL3/J7t27/bpoSg8dIiE4GH1LQraa0tbBqxu/2shzV/+J7979HlmWCT9BS4rL5eKmm27CYvFMgc28+GLm//v/iB8z1nvMN6+9xsMXTKfkoOdcU60MioJJY2NoeCEDIspJGllMTFYlyU3VXHBoD1eU1nDNpKE8dN0Ufnb+MEyGtgcvC75mh7W+dmwuFU6Xk8N2JxV1Td1YKuFYIkgRBOGMJQUGMqCly6XMauXDI0doUBRvN08g0JlL84Ufk721+ZiBs50hPT2dVatW8cif/4ymZUyL0jKoNTk5GYCa0hoURWHvun289/C/yd+Tz6cvfso/7/4narUaXYDnvONbUl566SU2bNgAQGB8PGPvuhtTVBQX/vnPjLvnXtQt96spL2Tp+y8DoLNDqlTLiIhCQnQ2NG43w2oKuOxQNrPUCaRO+g26OU8SmzGIkF6cMfZsuCxrmvf/GrvC1iUbeX/Rej5dvb/9k4QuJcakCILQKa5MT+OFnbtwKwrLS0qQjAEEx3vW8EmDTu16cEsSKpUKWZaR5fYXE+wotVrN1Q88QNzs2Sx9803mjB1LUFAQKSkp5OTkYLfaKdxfyMLfL/SZkbNr5W6eveo5tDotjmYHhYWF3v35+fk8/fTTAEgqFVMffsTb1SOpVGRdfjlxo0fz/e9/R3N1NSVH9uFyOtBodUiVOtTRMgOa7AwPzMA04mIIFd05Z0qvCyDRZcFarkffjDdLcHFVI4WVDSRHh5zwfOHsEy0pgiB0isyQEG7un+l9vOLwERpaujU6ez3dUrcbuSWfhVHTOV0b8nFTgC1A6tCh/Or117nzllsASIlsXYTu1TtfxdLgqd/kyZMJCfN8oFUVVnm322w2Kio8Cy9u2rQJl8uTin/wtdcSPWSIXxlCU1KIGzkSAEWWqSn3zBJyWQ3MjpnH5LH3Epg1Fyks2RugyLLMli1b2Lt3b49ZfflcckFkBvo2Zh1v2FvU9YUR/IggRRCETnNeXBwXJSYAng/9nOJi9HQs/fuJ7Gxs9P4/2nDmC/e53DKfrt7P1xsOeTPAHs2Eq8GTBde9fylJjtb0+Q3VninQ/fr14+2P3uLxTx8jZXCK37WPdvkYjxlHExyf0G5ZwtJbV1OuqyokbWImY34+DWN4nM9xpaWlPPfcc2RkZDBu3DiGDh3K+PHj+e9//4vdfioLDQgAUwb3Q27jk3BPbiUNxwyeFrqHCFIEQehUl6WmEdCSa6KgohKsnZscy64o7K6s8j4eE3Z6Ky7LikKNzUaZ1YrDLVNjtvLOt9vZkVPOpv3FfL7mAG5ZxtFyvF5RkDe9i7z1vz4tKQCGAAMP/PP3rG9cT3B8MA/970FmXzvb55jy8nLqFYXYydO92+pyc9stX1h6mvf/ESYb8YOTUGvU7AXcbjdLlizhZz/7GcnJyTz66KM+g3O3bNnCjTfeSEpKCk8++STl5eWn9dz0RTqtmkHpYX7bZUXhhQ/W43KLDLTdSQQpgiB0KoNGzeg4z7d+RVHYlue/eN+ZOORwkN/ShaJVqRgZGXFK5ymKwobyCv7w02Z+t+knHt68hQcXr+Gvn2wiv6J1DaBth8r46Md9OFs+nFSNFcg5PwL4BSk/f+rnqJJa30ZTwlL56r9f8a9/eaYyR8fE0JyRxb+W7KCpvjW3Sl1ea5CSu2IF3/zqTnb/97/ILpdPS0rR3r0cXQJw9Y8/kpqWxty5c/nqq69wt6TnR5JIGzyGmKR+3vMqKip46qmnSE5O5oYbbmDLFt/VoAVfl47JajNNPsCuIxVdWhbBV68IUt58802ysrIwGo0MHTqUzz//3Gd/ZWUl8+fPJyAggLS0NBYtWtRNJRWEvmFMSjJ6rWesyMHqavbW1p7kjFNjVxSWFpd4x6NMiYsj4JhFAxW3A7nqMHLRNuS8jcgVB1AcnvEhHxw+wlsHD1Jpa23CdyoKiuz/8bQnr5KDq/YBoLK3TEdVaRh97YPExHhG2Fx40wwmzBvvPWdExEhmxl/ElgPl1AUP4tOcfH77n2/YtbEIS1UTxqBQTCGeVp+6I0dQFIWq/ftZ9/yfqDl4kB3vLGTpPffgbG5G35K2f8/u3SS3XP+9Bx+kuKh1nERgaAST5t7Ar/70X6657wVuefQNfv7AKwwcfR5Sy5pETqeT//3vf4wbN46JEyeydOnSDj/3vVlYUACBgW3PI1mzK/+0FoEUOtc5P7unpKSEv/zlL/zmN79h4MCBvPPOO1x33XVkZ2eTmpoKwPXXX09JSQmffvopq1ev5sYbb/T24wqC0Pn0Gg1D09PYmn0IgP87lMNTY0ZzpkNcd7hcHCr1rFSrkiQuTU5CcdqQD69GKdmJUnEQ3A6/87ZFjmG5cZT3cf+QYEwaLbupIcAsoz3uFL1GImaAZ2aSSnaCIRj1tN8QHD2A7du3s3bvGsxJrYsRKgqszz7EtwV12KyeAGH1N7v8yhGdkEZeQy12s5nG0hLWPf8nlGMWtKs+eIBvbv8lUkt3WVlZGbrqaoiMJK5fP45s3w7A+FlXc/5lt/msyCxJEkmZQ0nKHEpDTQU7Vi9m249f4nR4grJNmzZxySWXsHv3bgYPHnzqT3of8Yerp/CH/67yey1U1ls5kF/F4LTotk8UzqpzPkhJSEjg0KFD3iXYJ02axCeffMK2bdtITU1l3759/PDDD6xZs4apU6cyd+5c1q1bx2uvvcZ//vMfv+vZ7XafQWfmlvVBnE4nzk7Ox3C8o9c/2/fpSfpinaH311stSaTExJBXVk6N2UyVzcbb+w9wW4YnW0pH6l0jSawuLsbV0s0xISqSwMM/4Nq7GOzmds+zS2o+1rXOOrqeIqZHDoWY/hRbrbzq3Av5rX/zoQaYH7yFw4meMSRa2Q0zH8MdGIXb6SQqKorLp19BoaWQbTVbqbc3UrY3FltD+6nyj4pKTCdv/zYAVj3+BObiYgCGDx+OuamJvCNHcNl8B2se2LmTiAsu4KIFC1j38ccAVBQd8QlQfOprs5K3fyv5B7Z7A5SjDAYDarW6S1535+JrPDlNS1m2f3lX7cynf6L/uJW2nIv17gzt1ftMn4dzPkgBvAEKeAapKYpCZqbnTWnTpk0YjUYmTZrkPWbWrFl88MEHftcBeP7553nqqaf8tn///fc+o/PPpuXLl3fJfXqSvlhn6MX1jolBPX484wYOYMWWrTgVhR21tTxXUcFoOlBvtRrXlCnkFJcAIKFw4c63wVXpc5hNCqBaE0OZEsF+RzwT9dnsMkVRq/Gk7R/cXMS0qqVQuJQGVSh1+gwm6hLYEBiJvgmsIRJj1TuoG9M6+LWyVmbJkbbHdOjQEx4XSY1BwtZw8i6BqITWQbF1uZ4FA/R6PXfccQfh4eE899//suebb3zO+eijj7g0PJxhF1xAbHo65bm55B/YRn11GaGRvjN+Dm5dzZL/ewmH3XewssFkYup553HJ7NlkZ2eTnZ1NVzmXXuMJkkyRJhiNq3VbREII4c1l3nWdTtW5VO/OdHy9rWeYEbpXBClHud1u7r77bq655hqGDRsGeAaQRUVF+SzXHhsb681dcLyHH36Y+++/3/vYbDaTlJTErFmzvMu7ny1Op5Ply5czc+ZMtNq+kda6L9YZen+9ncBKRcEUEMDEQYNYt38/sqJQptWyPCiYCxITSQ8OJiM4iKBTqH+2SsW3BYXeVpTJTdkkHRugJI+DQZdgVUWyeXcRu3MrkBWIyxrFansFyDJqFK6x7OboZOgQuZ6hzdsY2ryNFG0KbyfOxBmg4hvGcGFoP4LxzOyZNGAQugH+y841tpQr32bDrOxFqWjiRBOtJRQuOm8C377nu/3ll19mwYIFAFiGDeeDSZNZ/+JfsNXVAZ7W4pnDhrFKkpi1YAH/eeQRAHatXcr5l93qc62fvv/EJ0AZMGoUM375S86/7jouNBoJouucq6/x7FUracxX0xwo0RSuYvCkAcw2DPcOYD6Zc7XeZ6q9eh/tjeiocyJIWbVqFdOnT29zX1FREYmJiciyzM0330xtbS2fffZZh++l1+u963McS6vVdtkLrivv1VP0xTpD7623FohXFEqA6MgIrhsymC8OHMTqcmFXqVhaWgotY0sSTSayQkPJCgtlQEgIpuOeD7OicMjpJKfE04qiUmTmNnjGZkhxQ1CPuhY5LIUv1h5kR842n0GOm/aX4EiWQC0xJS6epKnPoRRuxZazknqVGktIAk0hCThC4uhX5+ZAeTUysONQDucPH8YISfIrT53NwXcHS5H6RXGgKI+CimoUJIJCJQLrW+8dra7n4qwgvisNJjw4AK25gLkXzeS3C9TemTlz587lV7/6lTcxmyJJJE6cyPx330P99VfUlJZy8803E6DVkqIoXHjLLfzv8cdxu1zsXr+MKfNuQn1MS3JMUgZl+QcBeODRRzmvJcOtFs+6SapuyFB7rr3G75g8nofkHbj0nudq9c6dDB4/hpG6k3fnHetcq3dnOb7eZ/ocnBNBysSJEykqajv7X1zLVMfbb7+dXbt2sXr1au8qpgAxMTFUV1fjdru9rSnl5eXeEfqCIJwd6UBJy//d4eH8bvQovj18mO01vjN9ii0Wii0WTyp9IDkwkKywULJCQ8kMDmavRsOh4pLWVhRLNpFqGfWku1GlTQQ8ydbMFrvfLAyXS8ZUL9EUoWZqQjy5Kg0VqROoS53gN+V0QISbgrpGrHY7VQ0N1BUUEJWWRqPVTpBRT0Wzne/3FHFwfzGy0425IA9LiApa2k/skQqBjTJqtczYxCYumTwbtcFEussNisySJfno9XomTpzIunXriIyMZOHChT6p7XNbvnUGhIbyz7fe8pm5lAkUx8Yyfv58Nnz2GRZzLf9+7leMueAyBo2fgVanZ/jUi9m59lsAvv7uO2+QkkH3BCjnoghjCCmR1Rxp9Cya6XTLbGu0MijcgM1qJ8Qk1kfqSudEkKLX60lMTGx3/3vvvceSJUvYunUr4eG+iZ0mTJiAxWJh48aN3pVNV6xYwYQJE85qmQWhrwuRJOIVhVLABWQbDMzMyiJ6xQoShg6j1NbMwfoG8hsbvQGDAhQ0NVHQ1MSyomJUgEGvx9oymF2tuLlEXYtm3gtIJt/8KBeOTienxH+qs6leISglmIMmk98+n+PUamYMHMDiXbsBWJVTQPGecswVVqLjw6iubEB2tc7EMdXKWIIl1CqZRFMd8cY6nCYdyeHBzMu43Bt8aDVqnM7W8/7973/z4Ycfcu211xIbG+vdXtDYSElL/31GcLBPgAKglSSGKAqX3nsvm774AlmWqSrJY+n7L7Py87cZMXUuo6ZdSkxSPyqKDpO9ZQtHduxg1MiRnbq4Y19we9b5PLS5dZHBTVv24HAbKCmz8sC1kwgVCzl2mXMiSDmZJ598kquuuorc3FxyWzI5hoSEMHToUAYPHsyMGTO44447ePHFF1m7di0bN27k5Zdf7uZSC0LvNxRwANV4Fm87olZjmjULFTBBkrgCsLvcHGqo50B9PQfq6ilqWe+HlnOsx8y2c0tqCkbcTJQx3G/8R3JMCP0TIzhUXOPdpkjQHCSRFes7wNQERAPBQBCeVZo1kgRhYUixiazeWUBAo4IZT9BQWVrnVze1C+LtTcwcGopMCHmNtaiD7YyMHX3Chf8yMjL44x//6Ld9yTGtxZPaaemNlySumTqV5sWL+ejZZzm4cSMANksjm5Z9yE/ff4wpqHUWyo9vv82d//ynaEU5TTHGKNKCKimujCKwVsZgVSjC87rcfKCEWWMzTnIFobOc80FKVVUVhYWF/OMf/+Af//iHd/v555/PqlWrAPjggw9YsGABV1xxBTExMbz//vsiR4ogdAGtJDFOUdgHFLRskySJOqAOOADEa9SkRkQwIiICSZJodDg52FDPxrp69ldXY3P4Jq74Z/ZhYgpLmJOUyKSYWLQqiQY8gVDMqDRPkCJJWIKhKUyFMdhIYnw0wUA8EAsEtvOhbbE52bGhEKP71JJ3hdSHMjV2Ip/meaYGqyU1cca4do93K27MNjO19hpqbLXU2WtpcjVRbnWxrToekNCq3JRa1/Blvp5oQzRxpngSjAno1DoAUiWJX82Zw5Q5c9i9ZQuLX32VdR99hMvpRJFlmhpag7RVH3yA66WX0J+kFUnwd3niKP63Pd8vGN6wr4ipw5IJ0Pe98Sbd4ZwPUqKiok668md0dDRff/11F5VIEIRjqSSJoUCGopAvyxyxWpECPXMlXEBhy48JSFQU4rQaBkdGUhURQZNKRdG+QgwWhbo4FbQEFxXNzfz7UA6fFxYxKDWFhOhoT+tFdDBxo1M50FBGs+QZwzIzLZVpkkTQSVoTnIrCYZ2akNQgao40nPDYo0wmiR8L19Dk8mSldStuVpb+iFpSo5bUqCQ1akmFzWWjNqWWD3L/h4zvWjCKAocakjg6tiXRVIPN3YjN3Ui1rZr99fvRqrQMCh3EsIjh6NV6YiSJSEUhZexYsv7zH279y19Y9q9/seTNN6k/Zuai2Wzm+++/57LLLjul+githsZkoAo5hNKg89lud7pZu6eQWWNEa0pXOOeDFEEQzg1GSSJTlsn58UcmXXwxpRoNpUDLCjRYgOyWH4DGBgs1mwsItXi+hMwPS0abFMK6omLK6+sBMNtsbDqYTVBBIbHh4bhlmcKmClySJxAYFBrKpVFRJ+x+ASh02dlYe4DskiKKFCPhEqhO8N3HFSgTn1aBIbSZwuMWHC5oKmj7pHaGMdTbg2l0emaOBGndZIWCQzZgd9tRWkbrOGUnu2p3kduYy8zEWYTrw1FLEplAqqLQGBvL9Cee4E9/+AMrPvmEN//xD7Zu3YpKpSIqKuqEdRfad9HoJJb96J+uYuWOfMb0jyc8+PRm/AinTwQpgiB0uVAgSpIYrCiUAUXA0SGviqJQdbiCnPUH0LlaI4WtOwoYkTaOKcOHUdvYyN7cPCpbgpXG5mYaS0p87pFoMvGrQYNOGKCU2x0s3rWbMk0hxU0hOORgUIMlzE1Qbcu9JYXAmEYaQ9VYywOxBqtw6TU0OOLIcpQSpLO1e30fCoTqQ4kwRBKhDyfcEEGINpTnduwHPLlNbh0wjJGRkQA43A4qmsvJb8wnx5yDrMg0Ohv5pmAxc5IuJirAE3xoJYlwIBzAYOC2G2/k1htuYN++fUiSJFLgn4HzM4bw3dZiFLN/187mgyXMHtevjbOEziSCFEEQuo1GkkgCkgBry0ygvU43uZsOgcu3KUN2yRxec4Chc0eRERTEhOHDqK+rZ0VBPocaWhNGqSWJSTFRXJgQTFlzHoUWJ063g8paG8WldtL7KzS5HeTkmqnKC0FxqqmPCcMRfHS9VYWAWAvqJh2mCAuhifVoDW5iAHNIA4ca4nG5NThkDbtrE+kXUkFMQCODQgcxKmo0siLjlt24Fc+PrMgoboUNP25g7py5PnkjfiwppbzZE6D0DwlmRETrjCWdWkdSYDJJgcmMiBjJipIV1NirccgOvitexpVpV2HQtN08I0kSQ4YM6YTfkDB3bCLf/ODfmrL5YAkXjExDp217eQKhc4ggRRCEHsGAp8un2dVMXZRMcLH/MebyBsy7lhMZH4xNYyJME8AVaQHU2VWUWpuxOM0oSh0OJZvlLQ0rTpuGmtxwLDWecTDV9lrM1UG4ra3pCoKqZWyBEmEBFlICqzFpHRgjA4kJjCJEl0SwNpggXTDB2mBcsoZ/7j9AdkMDCipyGuKwu7XckDkag7rtoMHpdCIpvi06TU4nX+Tnex9fk5HRbqtPkC6IS1Iu4buiZZQ3l2Nz2/ip6ifOjzv/lJ9foWMmpw/h2y3+rSnNdhc7csoYP6j99BjCmRNBiiAI3c7cMgMop7aIjQdyaA7QoA5RMB2zHo5a5yIqswprQDN7/WcE+3E7VdTkh9NYEeSZi9yirjDc71i1G4Y7mrlgeCIRhhFEGCLaDTgAHhg+jP/mHGZVWRkAhU2RLCsq52ctK6+fio+O5NLYsvjauKgoMk6y7IZWpeWChBl8mvsJDtlBTsMhBocNJtIQecr3FDrmkjFJLP6x3G/7+n1FjM1KEFO8zyLVyQ8RBEHoPE5ZosLcTJ2ikK8obFYUVsoymwqyWb33CM0uz3cnZ4wLg94z/Tg+QcWoyTZCI10nujTg+TCPCYhhYFgmjvpQnwDlRGpLDSTrB5BgSjhhgAKgUam4ZUB/hoW3jkf5Mr+Ar/LbGTR7nOz6etaWez70AtRqru93ajNFjBojoyJHex/vqd19SucJZ2Zi+iAko/9rL8Skp9l+8tek0HGiJUUQhLPK6XKzIbuUwtomCsrqsDSY2L1uP9qscJodDqw2O01WKy5Z5uj3piCpmXuqlmIYfg3m4H4MSYsGPINqLS4LTc4mLC4Lza5mNCoNWpUWnUpHqC4Uo8ZEmSSxt9kMcXsgz36C0rVKig7G5ZZPfuAxZibG0ejMJq/RU74v8vNRSxJzk5Pa7bppcjp5N/uQ9/GV6WmEtrFeWHsGhg5kR/V27LKdoqYiFEU56ewl4cxIksQFw+L5YVMligTWIAk5Wsf8aSMxief+rBJBiiAIZ4WiKBQ4XHyyZi+1+b7p6u3VFgpLbN68J8dK1tRyf/7XmBQXmgFDkQyta/dKkkSgNpBArf+atG5FoQhY0VjDzoJsimsdyCqJaBWojok91GpIjwsnp9hTpvDgAC4en8mglMjT/rAfGJpFRvAuoNIbqHyal0eVzcb1/TLQq30HVZY3N/PmwWwqWgbLpgcFMT0+/rTuqVFpiDXGUdCUj0N2UGuvJcIQcfIThTMybdBg1hXnUqALQVFLgJsNDgeXnkaAKZw+EaQIgtDpXIrCkvp6VubmYXE2cPxHqEoGjR1cBgAFvdpFkLaZwYFOrtn5BVpZRood5BOg+N3DLaNRq3ApCvkobKmrYnd+DmVmF57EaCpQgSVU8k4nHjcwnpljMggM0PHNxkOEmPRMHJyERt2xnm+tSsuE6InY3CuRFRUFTZ7xIavLythTW8vU2FgygoMx223sMgTw7c5dOGRPxBSs1fKrQYM6NJ4h0hBBQVM+AI3ORhGkdAGNWsXtE4fyyM7W5Qu+27GdOeMnoJUk3LKMWiVGUHQ2EaQIgnBGml3NFDUVUeeow+qyYHe72FKr4kidZzaEpJdQwC+9+HCNAymqBL3KhSRBjKzlgj0b0bZ8iEupbS8CWtfYzLebcpAVGHfBIDbUVLCvMI8ay9G0cJ47qZDpF2Bl7sQs8nIdTB2WTESw0XudSyb275T69wvph1txs658LXq1k5yGGBRU1NrtfFVwzBgVvR5a6hZvNHLPkMFEBXRsoTq11PrW7VbcJzhS6Ezxoelkhmwhp8GzMKTF5mBxfhnV+8qIiwhiXie9poRWIkgRBKFDyq3l7KzZQYmlxJsZ1S1LHGqIpcbe2gISoHegDlCQm33fburq7MQnegYdplVXMCkvG43SEqDEDUHVb5rP8U6XmzW7C1i1s8A7dmTbqvU0HPcuppFcDDXZuXLgWBICPQnPhp9ej8ppGxA6AIPawPqK9QRqC8gzR1PnMHJ8aKaRJKbFx3NlWhoGTcfzazQ4WtP2t9X1JZw914VF83QD6JoVAmtktuQcAKCo0sz5w1II0InWlM4kghRBEE6LW3azsXIDB+sP+mx3ySr218Vjdh5trVBICawm0VRHdV0k5mbPFFtDcDOBUU0Yw5rRulxMKDhEek2l9zpS6gTUE25DUrV+iBdVNrDox73UNfpmd9WWuiBJDZKEQe1gZJCDKwZMIjIgjK6WEpRCvCme3TW7CdbuxuJSqLUH4nBrUEkywW4356cOZkhkIgb1mSUAq7K1Pl9huq6va1+WmnweyfuW4Cw1+mx3uWVW78pn9tj0bipZ7ySCFEEQTlmzq5nlJcupbK5AdknUl4YQHauQHhzBN4VuzLJnEKFGrWK+kkM/3DQQyP4wO1pdHcEJ9ajUMhFuiSSbk4H1VgzaKEhNR4pIR5U8Bikoxv/GRh0NzQ6/zVo7hFntDE9xMz9zEmH60LP8DJyYVqVldNRoBocP5kDdfvbV7cPmbm312Fm3kV11m0gwJZAelE5KUCp69ekNvCy2FFNr9wz6jTJEeVdHFrqGSqVmRpSNpaVGvy7MzQdLmTQooVvK1VuJIEUQhFPicDtYVrSMKmsNDWUh1BeFIrvUxDiNLDHWUyl5vlnqNBpuTgxiUsL1SFrPmIsJeGb72Bw2vvvuO7/08O1xKgr7ZJnlVRWYQyGw2v+YRGsgNw+e1KOm4RrUBkZGjmJo+DByGnLYU7sbs9OTul9BodhSTLGlGKl8LQmmRNKD0k4pYDE7zKwuXeV9PCB0wNmshtCOicNns6RgA1K970eoyy2zcX9JO2cJHSGCFEEQTkpRFH4sWUVunoO6wiTczta3joOlVqqTA0APeq2Wawb1Z1JohF/QIEkSGpXGLz18e/crBn6oqWHL4cNYbHYIkTA0gMbZetzYgfFcNLb9dPLdTaPSkBWWRYYpg69Xfk38sHgKLPlYXBbgaMBSRLGlCFX5OuJNCSQHJhOkDcKoMWLSmkCBans1hY0FZDdkewfKJpgSGBAysDur12fp9EGMS2liS32oX2tKREgAlVXdUqxeSQQpgiCc1O7a3RQ2FtJQmuAToBwVVCNjSwvgsiFDmBYYeNpBg9lqJ9joaUUwKwrrm5tZnZNNeV3rwoGoQJNohTwjCVGBXDY5i4SoE6eS7ykkSUJr0zI2ciwTYydSZask15xHXmOuN2CRkb0By8mE6EKYFje9xwZnfcHMYRfw06GtqJt9B8qu3VNEZscmbQltEEGKIAgnVNlcydaqLajUClH9qyjdnQC+CxRjsCjMjk1i5mkEKDVmK/vyqtibX0lpdSO/um4yhxU764tyOVxRj3xMi0uw1srgoGpmpUzGNTCEjITwc3a9FEmSiA6IIToghvHR41sCllzyGvO8AUt71JKarNAsRkWOFmNRulmQPhSdA46fAF7XaKNKfLR2GvFMCoLQLqfsZFXpSpyyRJk1lHJHFNowmaBa3/TxSZEGhoeEnlKA0uySeP2rbVTU+X4g/23lBqpMEp5pu57raFUu+gVWMjU8jDFJ13g+mEM6q3bdzzdgmUCVrZJqWw1WlxWry4LFZUFWZML14UQZokkOTBbBSQ8hSRIzxyeybEOp374Siw6nS+YUhl0JJyGCFEEQ2mRTFJaXb2BfnYZiSxpuxTNt1h4uobeCzgZhJhfzM9QMGD/5lK7pAnTREVQdsvrvrJLBqAYJJBSSA2qZE6JiRMZ8DFqj//G9zLEBi3BumJI1gJU7C7FbjxtAq9JQVttIRoJImX+mRJAiCAJwdPaNC71OQz6wofoIP+U10+iM9DkuI1DLxLhCYkoPkTViCppBF57wmg1AFZDT1MieimKKNG60AWA4rmdD4wST3UVKmJXpURGMTJ2HRiW+igo9l1qlYurIWFas90w7UySwhEhkjk0nJroXNfl1IxGkCILAkdJalm0+gkarJmvOCLJryvnpQCEuOQDwtGyMlOq5tHwVCfYqCIxCfdEdqGKyAE822H35VWw7VMYNM4ciadTkAYedTg6VFZJXXoa5ubWLKCBQwmBR/MpxviGWq8cP6ZI6C0JnmDZwCOt3f0+1Sk9TuApZI7GzIJ/NCXFc0N2F6wVEkCIIfVhJlZnvthwhp6R1leKa7fs51FQNeLp3TJKNe8qWkeGoBH0QqrE3oup/IZJag8XmYM2uArZml2G1e+YGryiooiYUDpXkU1pv9xkAe5Qm1A4VGkBCkiA9LozBadGMyBBdHcK5Ra1Sc+XMVD7M24+5ZYFJWYGcmjLOj0lGblkIU8zE6hgRpAhCH2JxWqi2VSMjU1hsY9k6/0F/NfsrWlLNQ6TWzAOFiwnXBaAafiOqfucjaT2tK3vzKvlszQFsDpfP+Su37ac65uhbS+sbs0ljI03XSLzFwiVjfsZPxmrCggLISonEZBCDQYVz14Dw/mRWbaWwqXXbpgO5xDWo2b8tn/mTB5CVEtV9BTyHiSBFEPqAOnsd68vXU95c5t0muyVU2mRkp+86Mjo7GJoU4qMrubUxm6iJtyIlj/VZSwcgKEDnF6AAqBuBKAVUEmrJTZLezOQwExNSJ2JQBbBkyRICtEZmjsk4K3UVhK6mltSMjhlNgXUvh80xaJsVgqtkNh7OBmDJT4fpnxSBWiUWHzxdIkgRhF6uxlbDN4WLccqe7hi3ItFgN1JrN2ENU2Gq9D8nocnKb8cMwBR7lU8ztaIoKLUFFNYeYZUiI4cqqOp9gxeVAmF2O6PiZWaljyLmmLV4nE4ngtAbDQgZQP/AHVQedmNq8B1vVd1gZdP+EiYPSeqm0p27RJAiCL2YW3azqmwVTtmJza2h0hpNidWE++g4kSAFfa0bTUuDiKRWmDQglIvGT0OraQ0+FFsjrgPLKHE1szEqhR21NiqbA1GFKUQ1uFEd854cHKjlliHDGZDkOytIEHoztUrNlITp7M3bgrMh0G//D9tzGdkvFqNBzFg7HSJIEYReSFEUGq0OCmyHqLXVUmYNJb8pym8Qq0qtQh/lhHKY0D+CCycMw6BrfVtQ3C7k7O+pLD/I9sEXsa28kIICGbfieROWNRK2CAljtUL/pAimj0glJSZEDBIU+qR4UzxTMjR8Xw7a4xbtbra72J5TxpShyd1TuHOUCFIEoReRFYX9+VWs3JFPk8NJ1Mh8cswxVDa35mxQq1SkRIQyVG3jPI2d0KhhWLWhBBlbE081Wu3szSliUP1SDqaOZ0vG+ew7VEqzuzWpmk6lMC8liRmTkimvbiI9PqxL6yoIPdHExPNYEb8a8gP89o3MjOuGEp3bRJAiCL2AW5bZdaSC1TvzqaxvzeZaeSSSOmPramdDg9TMD1JIS81ArWsNOIJa/jVb7KzeXcDmA8W43Ap7L5hLdkUe1VYNcHQGjsL4qFBu7D+YwJa83yJAEQQPg9pAprqJQ5oAbzfqUWt2FTBnfL/uKdg5SgQpgtALbNidx5It+X7b1VUaSFbQSAq3uA4xOWMuUmii33FWm5MV23PZcrAUl7s16dqBTXnUJrS+TcQGSNyeNYL0YJFNUxDaE1jnH6AArN9XxIRBCYQF+beyCG0TQYognKMUtwMldwNyzkqG1Vfyo+5KbMf1g2sdEGhxc3+qRNqgXyK1MwVSkmD74XKfAAVAbwVts4LKJDMvNY65SQPFeBNBOAmjBgLDdDTV+f5But0ya3YXMn/ygG4q2blHTNoWhHOQXLgV12e/wb3xbepQ2Dr3CRInDGzz2Ew5gPQhF7QboNQrCjs0EkEZbXfZxDW6+cv4CVySnCUCFEE4RbPGZOC/8APkVjcgy23tEdoiWlIE4RyiyDLyrs+Q93yJLKnIHfozcoddRqPdQZFSiFMPWrvnWLcW4lPs/HrqtDav1awoHARyrLXsydlLsU0mWgUq38YUBkZEY9IY2ryGIAhtGx4fyeehaqh3AyCroDFCRcSIGCxS6zgw4cREkCII5whFUXBvegfl8CqKogezof98ipQAanbvpbqhAQBdpIqQShlHlExGcgnzUs7zyXdy9DpFwC57A/vzdpFT6cKlaECtwhIKQbWeKGVIeiQXjsogJsw/54MgCCcmSRLjhyaxaW0+tkAJc5Rn8cH9+fmsDjRwSYRYp+pUiCBFEHo4h8vNwcJqqN/KBkcoBzPupN4pQ2G1/8GBKnSRdfQLrCXcEExKUCoAFXVNxIQF0qwo7HA72VW8jX3FZppcBo6+DaiQGZShIjwiggtGZBAdauq6SgpCLzQnM5WVpWU0qNzebbICKwtKGB8WRZjiGQ8m0uW3TwQpgtADudwyOcU1bD9SwYGCKtwumdo4I/bAQHDKfsdHGQyMiDDS5NyCuuUNcXLMZKrqrCzdfJhDxTVc+rOxFEqVbDuSQ4XVCLR24WQabNw6dAJxJjFrRxA6i16t5uLMVBYdOeKzvabBzEdb9mPJbeC8YclMHCzS5bdHBCmC0MPUmq28+uUWbHbfOYwhlTJVARKoJSKCgxkQHMyI4GAyQ4JpclWxvPh7b4CSrB7Kjxtq2Jd/0Hv+kh83Ux4DDqU1P0qEysYtmZkMjUvvmsoJQh8zMzGB7dVVZDeYQVHQWxSCamRKHBUA/Lgjn1H949BrxcdxW8SzIgg9SK2isDvQgD4iCFtpnc8+tRsGWVVcPXsCSRotKklCURR21exkW/U2lJa5BKmBaexYL1NrrvI539kgoQpQQRBocDM/2sjFA89DrRIzdgThbFFJErdnZfHYTz+hrZAxmn1n9jQ1O1i/p4gLRqV1Uwl7tl7VEWaz2ZgyZQqpqak+2ysrK5k/fz4BAQGkpaWxaNGi7imgILRDVhQOKgobgCZJInJoQpvH1ZY7cVdZUEkS1bYqlhYtYWv1Vm+AkhyYQkb8dCIHRbd5flC1TKrGyQvjJjBv0AQRoAhCF4gwGLimXya2wLb/3lbvLsBssXdxqc4Nvaol5aabbiIvLw+t1neVyeuvv56SkhI+/fRTVq9ezY033khGRgbjxo3rppIKQiunorAVqGl57JZl9lcUIQdJBDT6fuuKizBR46wgu2gjJZYSn33pEaNoNiawtnQtxfYqZE0YKpfvm2KApGLBgFFEGo0IgtB1psbHsabgMHV1Mvpm330Op5v9BVVMGOSfDbqv6zUtKa+99holJSU88cQTPtv37dvHDz/8wFtvvcXcuXP5y1/+wrhx43jttde6qaSC0KoZ2EBrgIKikJd9kFqLhcYIFQoKBrWNlPgmBo1rJCBrD7ua1/oEKHqNkeCwYRwyV7Fx/wbW5ro50hRNY+gxU48lGDkwjoevm0JilBgcKwhdTSVJXDd4OI0R6jb3D06N6uISnRt6RUtKTk4Ozz77LJs3b+bHH3/02bdp0yaMRiOTJk3ybps1axYffPBBm9ey2+3Y7a3NbmazGQCn04nT6TwLpW919Ppn+z49SV+rs8PlZntOOSPSIyE4mE1qNVaHmWZzDi5rOUVVdg41RQIgaxWiRpQTHNiMJIFNAUuNEUuNiej+VRi0RpyqQIqbJMoqajE7jUDrmiDNIRKhZokBKZHMG5nuXeW4O5/rvvb7Pqov1rsv1hlOXO8Uo5HMcC1VFW40x+1esreQy0emdkEJz4726n2mv/9eEaT8+te/5rHHHiM5OdlvX0VFBVFRUajVrdFrbGwsFRUVbV7r+eef56mnnvLb/v3332Psoiby5cuXd8l9epLeXmdFgRq7hsImHQ5ZxZ78AqKmJFJf9C3O5nIAqpqDONQU6z0nM6SCkIBmFAWsdQHU5odhb/JMG9ZGmajROKlqDkBWfBtEJUUhzuUg0+4gLMSN1NDI2lV5XVfZU9Dbf9/t6Yv17ot1hvbrHYyGOqd/Bufd+0vQ1OajsVvbOOvccXy9rdYzq885EaSsWrWK6dOnt7nv//7v/ygoKGDBggW4XC5k2ZNDwuVyodGcfvUefvhh7r//fu9js9lMUlISs2bNIjg4uGMVOEVOp5Ply5czc+ZMv3E1vVVfqHNZTRNLNh+hwNzg3VZc5UTJX49bJ1FvD6HGHkSDozUIHqavZmp0AsihbNpupqzS5nPNyhwV1clGTyaoFpEqB+cnpDIxNp4Qne7sV6wD+sLvuy19sd59sc5wavV+5vP1OM1un22y001DRBo3jEjhXBzO3l69j/ZGdNQ5EaRMnDiRoqKiNvc99thj5OTkYDD4RqZarZa8vDxiYmKorq7G7XZ7W1PKy8uJiWk7JbFer0ev1/tt12q1XfaH1pX36il6Y53tbjc1NhtfbDpIeZXvtwlFljiyP5naBJVPoAFwflQYtww6D0mSaHS6WNK0ye/aWgcENCo4g2VGSnXM6j+KfrGp58wCgL3x930q+mK9+2Kd4cT1njd+AJ8v3++3/cjeIkqGpZCmP3efr+Prfaa/+3MiSNHr9SQmtj3q+YknnuCuu+7yPv7mm2946623+Prrr4mPj2fChAlYLBY2btzIlClTAFixYgUTJkzokrILfYNbVthTW8vmqirKrFaqbTYaW/piNQEKkeD37UjfrBBgVmgO8eyJMhiYl5LM1FhPl0+RLLO4spSaYCemNlpMY2psPDA8FlPKBWexZoIgdLaxqXEsDcmhucHzHiGroDlIwhTdSIFWTaqinDNfOM62cyJIOZHU1FSfvCh79+5Fp9MxZswYAAYPHsyMGTO44447ePHFF1m7di0bN27k5Zdf7qYSC73NofoGFh48SKXN1uZ+l17CGiphqvedTizrFfrHhtE/Lpyh4eEkmUxIkoRNUVhZX833OdnUWd0QKKHX4jPQLkQPM8YOwZDUdj4VQRB6tssmZvHe2t1YglXYTRJIEk0EUW6poSIwktiTX6JPOOeDlFPxwQcfsGDBAq644gpiYmJ4//33RY4UoVMcMZt5afduHHLrejoSYNRq0Khs6CQrBrUTndFFc1MYiktFkFHH7DHpFB7YysUjz0PXMn5EURQON9bwQcFh8qqbUY62vUgSxDigWIdRJzF9VD8mDEpEo+41GQQEoc8ZmhTFpLGJfFNS7t0mo2Jv9iYSR19CmNOFhIRO2/aU5b6i1wUpt9xyC7fccovPtujoaL7++uvuKZDQazncMq/t3ecNUFKDgxmYGIvTdRi7+QDQ2nISYUwkwpSGrVli2vBUnE4nm7ZpeXfZLm6/ZAzNNjP/KzzA1iorDreao51DBrWDqQGVzB86gb0pekb2i0Wv63V/toLQJ/0sI5Pd5SUUulsDkbImE7t357FqTwkTshK4cHTfXldLvNsJQgftrq7GWWbDJEFwaigDUgxYapajyK15dgIUFZOjJ5AaMRjwrG68+WAJK7fn0WTTg8XMwjWr2aWVsTjVgOfNSkJmsMnMTZkjiQ6dCcCEiC6voiAIZ5FGpeL2YaN4cvt2XKgIMCsE1ioU5XhSBqzdXcj4rARvjqO+SAQpgtABuaV1LF55gCCrjCJBaFI5lqpi7361AsNq6xk+agGagDAAGpps/GvxNuqafMeu5OS5saSqvSNro/XN3JSezpCYtqfdC4LQeySGhHJlmJql2W6/xQcdLjfLt+Vy+dSsbipd9xNBiiCchvomG19vyOZAQbV3m6RAc66MMswzfCS1porxhiQCx9+LpGn9BqQ3aHBKit81NS4wNihoohzMTQhnVsp5YmS/IPQhM4dOZkPZUpxm/4ShW7NLmTQ4idjwwG4oWfcTQYognAa3BIdKav22280GnMV6LgmxkTTkFqSQeO++BoeDr4qLWV9SgmRyEdbof92IBpk/XjwNQw9NwiYIwtmjVmu4OzWIP9XLBDT5fpFRFDhQUCWCFEEQTqy88hDb9AbCUh1UH/b/06kpSyZ2+lQkjZpmRaHY7WZ5cTHbi4pxuVuySwZKOHWeZGxHpcQEM3tcpghQBKEPixowhaEl/yPHksjxDa4jsvpuqgERpAjCSTjdTraU7+KIUo+9No+gaImagmQUZ+uI/IjgACYPScKmVrFLlllfWsqBggLsTtcxV1KICmgkPLkZ8+EIjBoXV0wfQVZKtOjeEYQ+TlJpuCEpkT+WKWhtvu8HX+zI59aJ/bupZN1LBCmC0A5FUcgxF7G1fg/W5lLvdpVaQR3rxFWkRpYgKECHxe7kux35ZMcGsePIARqsjmOvREyAmaTAGtINQYyJm05lipvDu38iMyFcBCiCIABQGToKrW273/bD+4rJGRBPZh/s8hFBiiC0sDtdHCioZkBGDNm2ag5Ub8ViKfY5RidpGRw+guw6G0qFBbULLMcEJJvXbscaekwLi76R9MBqhgVFMzh2PuGGcADCkpwc2dM19RIE4dyQFBNG/zCZQ3W+iRoVReHrTTn8dvZwVKq+lcRRBClCnycrCtsPlbFsyxEszQ5SrbtQ6wp9jtFIOoYFpjMkdgIfHsnHXFNHuMP/WoG1CtZgBaPOwdDAciZHpdI/9kIMav+l2QVBEI43d9poDn+xDRnfYMTudpPndJOhF0GKIPQZuWV1fL3hEBW1Td5tOTs11CZloNe4CNC4SZacZEUPpBYTL+3ex6GGBjD5D4AFULsh02bm2kFJpMVciErqW28ogiCcmejIcCYlwLoSz2OXBhojVRhSmsjVqUnvY4sPiiBF6LMamu28u2wnbpfss11rB32jRHOwnmY31AI7C8t8T5YkGiNVhJf6nguQacwgI3bwWSy5IAi92QUXTGXPBysoDjXRFCqBSiKvFtJqCiiLSCX+5JfoNcTXPKFP2lZVzR93bKcutO39IdUudG5X2ztb2I0SjmN6cRIig7h1zgiuOn9Q5xVUEIQ+J8Bg4HcXJjBGdwBUra0mO3IOsNXtpLy2iY37irqxhF1HtKQIfYqiKHyZX8BXBQWeDSESxgbQOH2PC8XJHaMmcdCgp6ipifzSXErrfNPZB6ptTIprIL8mkVlj+zE4LRpVH2qGFQTh7NEmj2Re8U5WHdOlXNdsZPePG9lU6AZFITkmhITI4O4rZBcQQYrQZyiKwodHcvmuuHXGTliAhci0JuoPRfoc6zaFsjvQRGP9YY7kF1JhaW0yUSEziXxuSB+BIXE2sqygUongRBCEzhU+7npm/LiIH3Rp6JtkgqtkLMc08H69/hB3XDq6V385Et09Qq9Vf8xCfoqi8FFRkU+AkhZUyZCQUi5v2EAovrnqm8zNbP1hOSv3l/kEKDFSPX80lnHb5OswJI4EEAGKIAhnhaTRc8moC9C43ISVy2iO64EurGxgZ0559xSui4iWFKHXsdic/LAtl58OlHDtRcMwJEawsrycDbl53mMygitI1tdx4cGd0KiiniC/6zhK9MipKlCDFhdzdJX8bPA0VCFxXVgbQRD6srDIZMaE5rE3TCao1n+g/tLNhxmUGoVB1zs/zntnrYQ+yeWW2bS/mB+252FzeL5yfLEph9jzYWP2Ie9xKYHVZGiqmLlvJ85Bl3IwfSKm73ZjqfZdMEMlQ1CtzIDYJm4YNIqQiBldWh9BEASAywaNY5P5JwLM+LWmDE2L7p5CdRERpAi9gux289bXmymqtvpsb663snvjXpQQT5dMnLGOfrpyxmhT2fuzWyiv20PZ4e+oCwpDV633u24qeu6cPA11H8vyKAhCzxFjDGBAqIl8axPhZb6tKVEDY3ttKwp0IEg5dOgQixcvZvny5eTl5VFZWYlKpSI6Opp+/fpx0UUXMW/ePFJSUs5GeYU+TnHaUEr3oFQdQmmqAksNsr2R0pgsDOkzoLrA7xxTtRtLoJoIUxP9g2uJTb6KnfY6Cg4upagxELMzETQQHuBG3+xpTdHr1cwdl8no/vFizIkgCN1uZmIK7xTt89u+dO0eUudPJq6XDp495SBly5YtPPPMM3z77bcoikJqaioZGRmMHDkSWZapqalhx44dfPvtt/z2t7/lyiuv5LHHHmPQIJEzQjhziq0Ree/XyId+AJfdu92hD2Tf+FupTBlHlCxTklONtc7ic65KhjCXjQGhlQREjWFH7lby6jQ0u6N8bxIpoSqFyUOSmDEiDX0v/nYiCMK5JcMYRGiV/5gUZ5WdT/fn8otB6QT2wkDlpO/CTqeTRx99lL/+9a+kpaXx17/+lSuuuIKkpKQ2jz9y5AiLFi3irbfeYtSoUTz11FM89NBDnV5woe+Qj6zBvfk/4Gz22V4dN5Q9k+7AYQzF7bJgbyoiNrmK3Dqj3zXSY8pplgPZc7AUs9Pksy9WIzM3YyATY2JwueRe3XQqCMK5KSwwgMy0SHJyq/32FW7NZ1VqDHOMJtS9LFA5pXfjjRs38te//pV77733pGsGZGRk8Oijj/LQQw/x3HPPsXbtWhGkCB2iKAryvm9wb/uQfCWWSAmCNC7kfudzaNBcDms12BqPYK8swmWvptFhIK8+GlMb1yotiKI0xAS0vn6TNQ4uyxzC8OhYb54BjU6MPREEoWe6auJAni9Yj+L2HeTv1Ems2ruPzLFjGdDXghStVsuaNWtO+8JarZYnn3yyI2USBBRFRt62iEN7d7LCdSmlSiRTIusYMnsme1x11NZtwWEtRVGg0WmgxBJHjT0Io1UG/JtE3dUGpEBQ1BCmcnBj5gBGxSV3fcUEQRA6KMioZ8rwFNZuzwfApYWGaBUOowqabXxbmEdiSjqmXhSodLhdOy8vj88++4ySkhKsViuK0hrZSZLEv/71r04poND3KLIL67p3WJbjYqs827t9Y0M45UVLUeRG7G4Nlc1hVDaH0OzWeY+xhkiYmkDj2zOESgZTg8x5gyK5vP8QNGK2jiAI56CLRqax7XAZ5TonllAJvdoFsgRI7MkvYnVYBLODQ5CgV6yW3KEg5cMPP+TGG2/E7Xa3uV8EKUJHKS47jSv/ycKCJKqUMJ99bqdC/hEj9cGhNDoD/M7VqtyE6Cy4E9SoD+vx+fPUSlzaL41ZA9PObgUEQRDOIrVKxW8uG8eDP/0Ebhm7rCVQ20yTMwAFie937OFIvZ7zh6YwLCOmu4t7xjr0dfKpp54iKSmJlStXYjabkWXZ56e94EUQTkSxW3Cv+DPuphI08YltHmMrN9F47NLDgEEjE6B2IKFQbQumVjJhCfOEKLJOYsjweJ78+fnMGiYCFEEQzn1BOh1XpKd7HztlDQGSnaAqN4YcB6VVjXyz8ZA3qeW5rEMtKXl5eTz77LOcf/75nV0eoa+y1uJa/Qo1hmDWTfsd5qJs3DUKaptvc6XGBRoH6EP0yG47brcTm0sL6HyOU8foGZAQwrVjB2LQiNk6giD0LhfEx7O2tIgCix3MakKqFCRn67CLxmYH3205wvzJA7qxlGeuQ+/e0dHRPmNQBOFMRDrLYdkT7AzP4ovIsZTtykZBQh2rITrfv1UuSq+iym7FpagBrc++LJOe85PTGRUZiU4txp0IgtA7qSSJWwYM4qntO5BkkJz+73c/7S9mVGYsSdEh3VDCztGhIGXevHl89NFH9O/fn/z8/DYHzj788MOdVkihd3G43KCAVi3B7s9It2/jT4nzyFOCocHJ0WnCAea2A+HmcheuWLX3cbjSxDSjxMQh5xFlCuyKKgiCIHS7tOBghoWb2K00YTNKGKy+75kKsHpXATfMHNY9BewEHQpSrrjiCt544w0uv/zyNltURJAitCevrI6PVu5jeGooM5u+Ypldw1eJ17a0inhoJDcDwlTEp0Wyb0UFiuzb5aNvUlDJMumqSuZp7AwdOReVKaKrqyIIgtDtbswczEO1P2GOUqEvdCMd85FsN8LU4VHtn3wO6FCQ8uSTTxIWFsZf/vIXxo4dS3BwcK+Y6iScPYqisH5vEUt/OoysKKzfV8a2fgM5rIv0hPuATuUiPdROv6gQzJZiSupKsYVGoa/1fW2pFLiyuZw5kyYjhYlcJ4Ig9F1RAQFMiglhXYWZpjCJoNrWKEXlglcP7uPZsHAMWv8FVM8FHQpSNm/ezGOPPcZtt93W2eUReqFmh5OP1x7kYG6ld5sbFdXlYRDneRxrsjIwzoTL3sD+0iZKreHY3DpUIQrRda3fDgxqN6MyohkzbAJSWFu5ZQVBEPqW6/oNYXv+WgIafXs2tA5oqlTx4ua1/GHceWi1unau0HN1eNpDTMy5P/9aOHuaFYVioBrYe7CU3GMClKMCmhQszTIDMgII1bnJKauh3BqK+5iuH1kjoQp0EOzUMGdsBkP6p6LuoYnY7HY7y5Yt48CBAzQ1NREYGEhWVhazZ89Grz83v8UIgtDzmbRahgWEUuCs899Xp1AQqOEfm1dx35hJaPTn1ri9DgUpMTEx/PDDDxiN/gu5HXX99dd3uFDCuUtRFPKAg3iS0yuKTHCSlYBDdprr/D+oY11aKuvr2GsNAMJ99g10VjEzLoZBE6ej1+m96+t0B5fLhcPhaHNfWVkZb775Jv/+97+prvZf/CsqKoqbb76ZO++8k7g4T9OR0+lEq9VitVrRarV+5/RWot59p95H6+x2u/tMnbvTrVOG80Txamj2bU2RgKBamT0GPc9v38xvTY2YBs5E0rX/+d2TSEoH5hLPmTOH7777rv2LSlKvSehmNpsJCQmhoaGB4ODgs3ovp9PJkiVLuPjii8/JP2pFUdgLFLQ8tjcV0Vi1GZejDqdNQ+EW//Ej1ckqnPrWlhG1IjPeksOscBMpY69A0hr8zulKiqJQWFjYZvABsHXrVh544AEaGxtPeq2goCBefPFFxowZ09nFFIQeLTIykuTk5D4xdrE738d3FlXy4bI93mzbCgr66GaKggKRW1qgowONXBvUSJzeRGTCcLSd9B7bXr3P9DO0Qy0pr776KiUlJR05VejFSvAEKC5HPebKTTgsxQC4ZBX5JTFtpjcOqlKoTVDQqdxMN+9llr2QsIk3o0roGVPmjgYoCQkJBAYGojqmq2n16tXce++97bawHK+xsZF7772XL7/8sk8mQvz9739PYWEhH3/88UmPbWpqYtWqVcyYMYOAAP8lEIT2vfnmm6SlpXHRRRd1d1GQZZmmpibv50VKSko3l6h3G5EUzd6sWPYdKMelhfoYDcYQDZkB5Rw2x+JWVFQ2WfnSGMvY5IGoZBfhllqSjWHE0zPX+jmlIKWyspLo6Gjv4379+tGvX79TusHx5wq9S1lNI4eKa5kwLJk9Ljvm2p1Y6/YCCrIClc3BFDdGYA/QEK1yozpugWJ9s8KwxhJuc24lMH0SqkG3IfWQPlOXy+UNUGJjY332lZWVcf3117cZoPQbM4bY9HTKc3M5vHWrzz6Hw8H111/P/v37vV0/Z+KPf/wj7733HqWlpSc8TpZlgoKC+Otf/8qdd955xvftiGeffRa73X7CbuKjNm/ezDXXXENZWRkREWJ6+en4xz/+wZ133slll13W3UUBIDDQ8/dcUlJCQkICGpEB+qy6dmIWHyguVjtrcKskGhxG7G4NaUGV5JqjUWSJhj3l5Mga+g/OpMYYRg1QiMJIBQw9LFA56QjEpqYmhg0bxtVXX31arSc5OTnMmjWLqVOnIsvyyU8QzikWm4Mv1h7k1S82s2zzYb45sJGy/E+w1O7B4tRS2BTO9qpUDptjsSlaFJWEJbTtl5u2zoRx3guoR17VYwIUwBuAHH2TPdarr75KfX29z7ZRs2fz+t69vLJ5Mw99+CGvbN7M63v3Mmr2bJ/j6uvree211zqljMOGDaOsrIza2lrvth07djBixAgOHz7s3Xb48GGsVisjRozolPt2RHh4eKcEZkLP09jYyK9//Wvi4uIwmUyMHTuWVatWefcf/Rs61VZHoeM0ahU3TR3OQ/3iCcDzfNvcOnIbo4mULUQWujGaFcq3FqFUFXjPq0FiPeDoYdnkTxqkBAYG8tZbb7FmzRrS09O5/vrr+fTTTykvL/c7tqioiA8++IBLL72UrKwscnJyeOutt3yayM8WRVH4z3/+w7Rp0wgLC+Prr7/27qusrGT+/PkEBASQlpbGokWLznp5eiu3LLN+bxEvfbSRzQdLOPp63r7DzMGaELZUpbGjJpXCpkhssu90N0uohHJMkB4dauSq8waSFCKB1DNn7AB+r1+73c7ChQt9to2aPZvHFy8medAgn+3Jgwbx+OLFfoHKwoULO+UNe/jw4QDs3r3bu+2TTz5h165dfPHFF95tu3fvRqVSMXToUB599FFiYmLQ6XSMHj2a7du3A/DII4/Qv39/n+tfeeWV3HjjjQDcfvvt9OvXD6PRSEREBHfddRdNTU0+x7/88sskJycTEBDA7NmzfQKlO++8k2nTpgFQU1PDBRdcQEJCAnq9npiYGB599FG/5JBxcXFIksSQIUMA2LJlC+PHjycgIIDY2FjefvvtM3n6hE4SEBCASqXib3/7G5999hmRkZFcdtllWCwWwP9vSDj7+icP5KmUCMKlJlAUAmpAdSQAjdOzX+2EHWsPMerHF9FbPV9ymoE93VfkNp3SK+fSSy8lJyeHJ598kpUrV3L11Vd7++iTk5NJSkrCaDSSmprKDTfcwK5du3jllVc4cOBAl/S9y7LM1VdfzXPPPcesWbP497//zfjx4737r7/+eg4dOsSnn37KVVddxY033sjmzZvPerl6I4vNyfdbjvitrilbtTRWBuGQ2x8optHIhERLJMcEc9Os4dx35QSGpkfTw1oXT2rZsmVUVVX5bLvtpZdQq9VtHq9Wq7n1xRd9tlVWVrJ06dIzLkv//v0JCgpi27Zt3m1ffvklV1xxBV9++aV3244dO8jKysJkMjFjxgzeeecdvvrqKyIiIrwz8WbMmEFOTo7PF5CNGzcyffp0AL7//nsmTJjA0qVLeeWVV/j222+58sorvce+++67PPLII9xzzz189NFHNDc3M3v27DaDscbGRlauXMnvf/97vvvuO+666y6ee+45Fi9e7HPcV199xdq1a3n//fcBuPHGGwkJCeGTTz7hb3/7mzd4EXx98cUXZGRkEBAQwMUXX0xFRQUAbrebRx55hOjoaCIjI7n55psxm83e8+bMmUNKSgoBAQGEhYVx5513nlIwrdFoeO2117jmmmuYPXs2zz//PPX19eTl5Z21OgonF502iqeSw4mxWgiukTn+rba5Vk2+ksyEpU+isXu+cJTTs1pTTrlzMCgoiIcffpiHHnqITZs28cMPP5Cbm0tVVRWSJBEdHU1mZiYzZ85k9OjRZ7PMfl599VXKysrYsWOHX3/3vn37+OGHH1izZg1Tp05l7ty5rFu3jtdee43//Oc/XVrO3iBQpyIhxkJeif+I8KBqGZtJQlH7/ikEqJ1MCNVxZdYUDCqNT56Tc3EO2IEDB3we9xszxq8F5XgpgwfTb/RoDh8TTBw8eJD58+efUVlUKhVjxoxha8vYl0OHDlFYWMjSpUvJyMigoqKCmJgYtm/f7g3cjwYdAImJiQwbNoza2lqmTJlCUFAQy5Yt45ZbbqGwsJDS0lKf44cMGeL94jFo0CDGjh3Lxo0bmThxIk899RT3338/DzzwAABTpkwhOTmZ//3vf/ziF79os/wTJ05kwoQJTJs2jcWLF7N48WIuvfRS7/5x48b5jAeqqKjglltu4ZJLLjmj562jvsz/Aqurucvva9QE8LPUUx9jYrPZePrpp9HpdDzzzDPMnTuXrVu38uijj/Kf//yHl156CZPJxAMPPMCDDz7Im2++CXgC8AcffJC5c+eyc+dOHnjgAQYNGsS99957Svd1u92Ul5fz97//nQEDBvi1zAldLyhtIncG7ODN+mpUVv92iWVlEYxUGkg4spaCQXNQgFog1u/I7nHaI5hUKhWTJk1i0qRJZ6M8HfLKK69gMpmIjY1FlmVuuukmXnnlFfR6PZs2bcJoNPqUd9asWXzwwQdtXstut2O3272Pj37LcDqdOJ3Os1qPo9c/2/fpKFvJTt4qPkxpdTRt5S10azmmO0chWtfEtPBgpqdNQaNSgwKy2418zPT0nlzn9sp0fBdHbHr6KV0vJj3dJ0g5lWnLp2LixIneLsyPP/6YuXPnkpKSwvjx4/nkk0+4++672bx5M3/+858B+Pvf/87f//53CgsLCQnxrI5qNpsJDw/nkksu4ZtvvuGWW25h3bp1pKSkkJaW1uZ9x4wZQ3BwMFu3biUjI4PCwkKfltPw8HCGDh3Kli1b2g1SjpWRkdFmN/KxHn/8cR566CH27t3Lb37zmy6fzm11NWN1Wbr0nh1x3XXX8fOf/xyAoUOHkpWVxdq1a3n11VdZuHChtwWsubmZu+66yxukAIwcOZLzzjuP8847j7Vr17J48eJTDlKuuOIKvvrqKwICAlixYgU6ne87RVe8j3a3nvielhgxhKlj1rB2nYLquLXQVIlNWO1pGKyt49rsbjfO02xNaa/eZ/o8nPPDrAsKCigoKODRRx9lxowZFBcXc9999xEUFMSf//xnKioqiIqK8mmKj42N9TZ/Hu/555/nqaee8tv+/fffn9KshM6wfPnyLrnPCRkMSDExYDKhNmhxam2sKqun3hWPKUhGZ/cfDK1IoNO4idfX0a+5mcCqIJxVdXyf3X5OnaN6RJ2Po9Vq28ysfPxA2vLc3FO6XsVxxwUFBXW8cMeYNm0af/rTn6ioqGDRokU888wzgGc8yX//+19mzZpFbW0t559/PsuXL+c3v/kNzzzzDDNmzODw4cPcdNNN3mtdd911XHvttVitVpYtW8aMGTNOeG+NRtNp2XQNBoN3MHJ7UyF/+9vfctFFF/Hiiy8yYcIEnnnmmS5dzNSo6Z7p0Gdy34EDBxIeHs6BAwewWCxcd911XHfddT7HNDQ0eAPWY2VkZPDtt9+e8r1efPFFbr31VhYuXMicOXPYsmWLT2vK+vXre9SH99nU097T3Bo3gclgzW/9PcsS2A0qDju1yPGtaR92rl/PzuMmBpyq4+tttVo7dJ2jzokgZdWqVT5Nzsdau3Yt4BmUl5CQAEBubi4LFy70fnM8HQ8//DD333+/97HZbCYpKYlZs2Z1STK35cuXM3PmzG5J5uZwudmQX42hfxwNkgSShMthpq56N1uOWGlyerp4LCESpjpQH9dXo2+GOeEBTMmchEZ1ai+t7q7ziVitVp+Bn0dlZWX5PD68dSuF+/efsMunYN8+n1YU8Hx4dIbJkyej0+l4+eWXKSkpYe7cuQBcc801PPDAAyxcuJCEhAQyMzP56quviI+P59FHHwXwm20zd+5cIiMj+fTTT/nuu+9466232r1vdnY2tbW1DBo0iOjoaBISElizZo03P0ddXR179uzp0BpfRwO4hoYGv+nfgwYN4r333qN///68+OKLXRqknE6XS0/idrspKysD4J133mHYMN88RCZT2+tgGQyG0woqMjMzyczMZN68efTr1493332XF154wbt/8uTJXfZlr7v01Pc0u9NN2frVHBsyqBSw1xioTe+HO34oAAGym6mTJvmNXzmZ9up97JinjjgngpSJEydSVFTU5r6amhrA84Z4NEhJSUnxZgiNiYmhuroat9vtbU0pLy9vd+0hvV7f5jdDrVbbZS+4rrwXgKwobM8pZ8nWIzRb7GSqHRjD67E1FuCwVbO7Jpkm1zFjUFqmEwfXtLamBJnUzBydyajMuA6trdPVdT4V7ZVn9uzZREVF+Qyefef3v+fxxYvbHDzrdrt5t2WcxlHR0dHMmTOnU8ppNBo5//zzefnll7n55pu9r9/4+HimT5/OK6+84u1uGTp0KGVlZfz5z39u8+9KpVJx++2388gjj2CxWJg5c6bP/kWLFpGcnIzBYOCpp55i1KhRTJkyBfB0xdx3332Eh4fTv39/Xn75ZaKjo72zg05HZmYmgYGBPPPMM9x6663k5uayYMECnn/+eUaNGoVKpWLNmjUih8op2Lp1Kw0NDcycOZOXX36Z8vJybr311rN6T0mSMBqNfukneuLf+dnS0+qaX2GmON//I19Tq6Z+XDpH23X7q1To1B2fjXV8vc/0OTgnghS9Xk9iYmKb+0JDQ9FqtaxZs8Y70n/37t0MGDAAgAkTJmCxWNi4caP3zXTFihVMmDChawrfwxVU1PP1xhxKq1qj3fzN2SSOKsbiMrCrtu2Bb/ooK+oGPcFGHTNHZzI8PRaV6hybptNBer3e+4F51PZly3h63jxuffFFUgYP9m4v2LePdx94gO3LlvlcY8GCBX799Wdi/vz5LF++3DsO4agbb7yRFStWeAeaXnTRRTz99NO8+uqr/PGPfyQ4OJjRo0f7fLtdsGABTz31FNdcc43ft16DwcBjjz3mHVD73nvveffdfvvt1NfX88orr1BdXc2UKVNYunRph7qDgoKCePvtt7n//vv5/PPPGTJkCFdddRVLly7l2WefBTwBlxj83rY9e/awcuVKiouLefzxx5k1axaTJk3i/vvv57nnnkOSJMaOHUt1dTXR0dFccMEFZ3S/7OxsFi9ezIgRI3A4HHz22Wfs27eP119/vZNqJJypzMQIYiICKClvIHffFmrKCnHam9HqA3C5BzP1umHENhaTGJnR3UX1pfQCt956qxIREaF8/PHHyj//+U/FYDAo//rXv7z7Z8yYoQwaNEj59ttvlT/84Q+KSqVSfvrpp1O6dkNDgwIoDQ0NZ6v4Xg6HQ/nyyy8Vh8Nx1u+lKIpidziVJ//vR+UPb63w+7nv6++Um1eu8vv54/qvlTVH1ip2l12prGtS3LJ8RmXo6jqfDovFomzdulWxWCx++0pLS5XQ0FAF8PvpN3q0Mvmqq5R+o0e3uT80NFQpLS3thhqdGofDocTFxSk//vijz/aUlBTl+eef76ZSCafqtttuU1JSUhSDwaCEhYUpv/rVr5TGxkZFURTF5XIpjz32mJKYmKjodDolNTVVeffdd73nAsqiRYu8j5944gllwIABJ73nli1blAkTJigBAQFKaGioMnnyZOXbb7/17j/R31Jv01Pf00pLS5UbF/xaMQa1/b4VGh2t/O62Kzr83tRevc/0M7RDLSl/+ctfWHbcN8Nj6XQ6MjIyuP32273Jps6mV155BZvNxq233opWq+WPf/wjt99+u3f/Bx98wIIFC7jiiiuIiYnh/fffZ9y4cWe9XD1ZqaWU1YU/YbO3Pc5GV6UGkwItrSPBkovfZmWQFp3qPSYqtPNaAs41cXFxfP75523mATm8bZvf+JOjdDodX3zxRY/MvLp//35cLhcvv/wymZmZ7Y4DE3q24xMNHkutVvP000/z9NNPt7lfOW5Gx5NPPsmTTz550nuOGTOGjRs3nlY5ha6zcuVKLr/8cr8s2ceqr6zkr+98xjuf/cDnn3/eY/7+OxSkfPzxx1RUVLS5fs+6detITExk165dvPPOO6xYscLbzXK2BAcH87///a/d/dHR0T4ZaPsyp+xkc+VPHKg/gCxLqDQmZJf/OAq12/PjVsHVKYlcnNbDmgB7gOnTp7Ns2bKT/vEfFRoayhdffOHNutrTPPjgg6xcuZJp06bx4YcfdndxhB5EURSf1AzHkiSp02Z4CZ1v5cqV7SZVbEt9fT2zZ89m2bJlPSJQ6VCQcjT77G9/+1u/fTfccAMVFRUsXryYyZMn88wzz/DddyefgiqcfeXWMlaW/IjFbcWtSJQ0h1EXpiWkyn86sUsLaCWu75fBrHbGAwmeQGX//v289tprLFy4kMrKSr9joqOjWbBgAXfffXePbEE56ptvvjnh/vz8/K4piNDjFBQUtJsvJyUlRbw2eqiysjIuv/zyDi2Eevnll3faQqhnokNBSnNzc7uD/saOHctTTz2FwWDgyiuv5MXj0oELp8dut7Ns2TIOHDhAU1MTgYGBZGVlMXv27BN+e8ktrWPzwRKumjYIlSSxrWQDa2tzMTsN5DUeE3SEKJjq8a7nAODWgDHexK9HDiYtpHNyefRmcXFxPPfcczzxxBMsXbqUgwcP0tjYSFBQEAMHDmTOnDmdOkhWELpafHw8W7ZsaXOfaEXpudpbCPW2l17ySZlQuH8/7/z+9z4D/I8uhPrcc891VXHb1KEgJSUlhTVr1nDXXXf57du/f793MamwsLAzTuTSV5WVlXmzQx6/Tgx4vp3fdttt3HPPPT6RblGVme+3HOFwiSd7YKnSSL62EbOsA5L9byRJNIarCKuQUdSQkBrGhSPSGBgW2m5CLaFtOp2O+fPnn3Gqe0HoaXQ6XZdn9xXOzIkWQj0+VcLRhVCfnjfPJ1BZuHAhTzzxRLd+yepQkHLzzTfz+OOPk5iYyD333ENKSgp1dXW8+eabvPvuu94Fy2pqaoiKiurUAvcFq1at4uqrrz7hOIfKykqef/553njjDT7//HMmTJrCp6sPsL/AN6ApL7BiTtV5B8AeL1ZlZfbgFGxJeqYNTsGgOydmpQuCIAgn0NGFUI8NUo4uhNqdX7w69In08MMPs2/fPl555RX+9re/ebcrisLIkSN5+eWXAThy5AgjR47slIL2FXv27OGZZ5457UFOH3zyBfsr/Jtd1W4wNShYwo4NUhSmBhVzZfIYQqI6J+upIAiC0HP0pIVQz0SHghS1Ws2iRYu49957Wbp0KeXl5YSEhDB58mTmzZvnjdTeffddLJaevxhXT1FWVsYLL7zQoUFOP//5Nfzy8XcIDPXPwBlYK2MNkTBonYww1jIvZSjxkdPOVjUEQRCEbtbTFkLtqDNq2584cSITJ0484THtrQkh+Hv99df9grpTHeRkb2piy5qvmH6pf7prWacwMqiGK/uNID5spt9+QRAEoXfpaQuhdtQZBSn19fUUFhbS0NDglwTovPPOO6OC9TV2u90nxTic/iCn3WuXct7FN6LW+K6VMCY5nGvGXnj2Ci/0SEuWLCE3N5e77767u4siCEIX62kLoXZUh4KU2tpabrjhBr7//nu/4ERRFCRJwu12t3O20JbOGOTU3FBHzoHNDBw6GYD45GAuHz2AhMizu3qz0DN9/PHHlJeXiyBFEPoYRVEoCAzCGBSKtbHeu707F0LtqA4FKffffz/Lli3j6quvZvLkyYSFhYnpqmeoswY5NTXnEZE+m+mjBjEq1CR+L8JZsXLlSh577DF27NhBZGQkt956K0888UR3F0voZjabjauvvhqHw3HCpVOEs8fhdvDewTXscWoYNmUOm5Yu8u7r7oVQO6JDQcq3337LrbfeesI1IoTT01mDnMKj47jugrEkiOBEOIseeughpk+fzuOPP85PP/3E448/TmZmpjf9gND3LF26lAceeICDBw9y4YWie7mrOV1u9peW8ln5bgqtgWCAzKsuZ8fqxditrZ8v25ctY/uyZfQbPZqY9HQqcnPbXGssNDS0R7TCqjpyUn19PWPHju3ssvRpnTXIaUBQsAhQ+pg33niD+Ph4dDodAwYMYPny5d59hw4dYsyYMRiNRoYNG8ZPP/3kc+4HH3xAZmYmgYGBTJ8+nezs7FO654YNG/jzn//MrFmzeOyxxxg7dmyfWWDun19t8ftZv7fwpOcVVjS0eW5hRUOnl9FqtXLnnXcSGhpKfHw8v/3tb3E4HCQnJ/tkEHW5XAQFBbFokefb9pEjR5gzZw4BAQFkZmbyzjvvnNL9mpubueOOO/j5z3/Odddd1+n1EU6s2e7kH19vYNH32ZTVtE5WUaVF8bM/POM3ThE8C6Gu/+STNgOUnrQQaoeClMDAQFwuV2eXpU9rb5DTibQ1yGn0cdcRer8xY8bwz3/+k2+++YYxY8Zw7bXXejM9m81mbrrpJj7++GMyMzO54IILKC8vB+C7777jF7/4BQsWLOCTTz5Bq9Vy+eWXI8v+azkdT6NpbYR1u91UVFSQmZl5dirYwxRVmv1+6hptJz3P5nC1ea7N0fnvpbfddhtr1qxh4cKFvPDCC7z//vu8/PLLzJ07lzVr1niP2759OzabjdmzZ2Oz2Zg5cyY6nY7PPvuMX/ziF/zyl79k06ZNJ71fQEAA+fn5PPzww+2OoxPOjgaLjRc/W0N1jQNJkQgvdaOxe8aKpkYauP6hX3PXk68SGHRqYxNDQ0P57rvvesxCqB3q7klLS+OJJ57g73//e5v7JUk65W9kgsfs2bOJioryGTx7Lg5y6k3UPzzLwMYaNLkanF3YOiUFhKKZ++wpHz927Fhvy+bEiRMJDg7m4MGDgCeAuffeewGYM2cOKSkpLFy4kEcffZSXX36ZW2+9ld/97ncADBkyhOTkZHbt2nVaSRhfeOEFNBoNt9122ymfI5w9JSUlfPTRR6xfv977uigqKmLRokU899xzXHXVVTQ3NxMQEMCyZcuYNGkSYWFhLFq0iPr6ej744AP0ej2zZs1i1apVLFq0iAkTJpz0vkeXQxG6TllNA699sxnZ0frcq2QIL3ETNlrPyEFjGStJXPLw7fzh1kvPyYVQOxSkXHnllT5NysKZ0+v1/OIXv+Avf/mLd9u5OMipN5FsDehcTdDFjYbKyQ/xsWjRIp599lkOHTpESEgI4GlBOZ5arWb8+PHsb2mh27NnD99//z1vvvmmz3GFhYWnHKS8+eab/O1vf2PNmjUiJ1IPsW/fPhRFYdKkST7bQ0NDueCCCwBYsWIF8+bNY8mSJVxxxRWA5/VQV1fn1/Usfq89U0VFAX9ffRDJ4f8xrnaDOl/PlKEQKEkgnbsLoXYoSHnkkUd45JFHOrssfd5dd93ll9DtXBvk1JsohhCcThdaraZLZ0lJAaGnfOzBgwe54YYbuOuuu3jrrbewWq3MmjWr3eOP7abV6/X8+te/5he/+IXPMRkZGad07/fff58//OEPrFixwq+7Uug+R1clXrp0KZGRkd7tarUao9HIrFmz+Pzzzxk9ejSbN2/m/fff956XnJzMZ5995nO90NDQLiu7cHKKLFOw83ve2KPGLWlwmyQMFt+vNiaTnpunZhHYRuvWubYQqlhNrodwKwpSfDwPvPsuT99wA7LT6bP/8LZtbQYn0LMGOfUm7hmPcvDAAbKysjAajd1dnDbt3bsXRVF46aWXTvotyGq1smnTJu677z4ABg8eTE5OTodWtz1w4AB33nknX3/9dZ9bHTcp2r9vPyzIcNLzDDpNm+d29qKeAwcORKVSUVtby+zZs/3233TTTSxYsICBAwcybtw471iiwYMHU1JSQnR0NMnJbayYLnQ7xVLD3hXv87+aIajcEirArQG7AfQtw6IiQ43cNmckoYEnf02eC07pr+PRRx/FYrHwyiuvAHD77bef8HhJkvjXv/515qXr5RRFoRYoBsoAl1pNzLRpXPjnv7Dq8cdwHDctuS2hoaF88cUXPWaQk9C1Brd0Az7yyCNccsklfkkUS0tLWb58Oc3Nzd7FQO+66y4Afv/73zN9+nTuuOMO5s+fj8vlwmw2c8MNN5z0vi+88AKjR49Gr9ezbt067/YpU6Z0Us16rl/P79jMxuSYkA6fezpiYmK46aabuPfee6mtrWXgwIGUlpYyZMgQRo0axbx589BoNDz99NP89a9/9Z73s5/9jPT0dC655BIefvhhIiMjOXDgALfccgvBwSIhZHeTK7JZ+8NillpHICmtLbsGiwLRKkL1eoL0Wm6+aAQmg/9snnPVKQUpb7/9Ns3NzbzUkgH1ZPlRRJBycm5FYTtQcdz2BouFuJEjmf/v/+PgF1+Qs+RbbHV1fuf31EFOQtfKysrirbfe4vnnn+fvf/+7d6pxREQE48aNY/PmzVxxxRW4XC7OP/98Nm7c6B23Mm3aND788EOeeeYZ/v3vfxMWFsaVV155SkHK1q1b2b9/P1OnTvXZfnwGaqF7vP7665hMJp555hkaGhpISUnxTnTQ6XTccsstvPHGGz55bTQaDcuWLeO3v/0tt99+O5Ik0b9/fy6//HIRpHQzuWQnFevfYonrMlRKG13PlTKTJyQyLisBnaZ3za6SlFN4VyktLcXlcvXJJkCz2UxISAgNDQ2d9ocqKwo/ATXHbNMA0bLM0vXryZFbfyVup5O67WuIaighQRXX4wc5nS6n08mSJUu4+OKL0Wp7VvRvtVo50MO7ewThXNCX/pY6+z1NLtlNwbZ3+FvkRTQ1GYkscqM6LktAXHggN100vFu7eNqr95l+hp5SS0p8fPxpX1hoXzGtAYoGGALEAbIss6mxCY4ZTa/WaokeP53p8SXckPlzkeZe6BJ2u73dVhG9Xi9eh32My+VqNzeWRqPxyZsjdJ69O7awNucgP0VdBg4JdFAXpyK8ROboX+CglCiunj4IvbZ3/g46XCuLxcKKFSsoKCjwWwVZkiQee+yxTilgb3RsjtgxQGTLG74MxLpdhBqN1Lck4/JsV1Ftl7G4LARqfacHCsLZMGDAAAoKCtrcl5eXR2pqatcWSOhWzz77LE899VSb+5544gmefPLJri1QL6coCt+t28Dqg81APCatgiXM8znhMKqYPj6NVT8dYdqIVGaOSUfVi780dChI2b17N7NmzaKqqqrNb1siSGmfS1E4Ohw2hNYA5Sh1eDjjBmWxYtsWZKV1+lijI4BqWxU6AtBpe1efo9DzLF68GLvd3uY+0bLa99x+++1ccsklbe4Tr4fO5ZZl/rN8FYcKFWhpLwmqlnHpgBANL02YSJBGw5C4cBKiev9YoQ4FKb/73e+wWCy8/vrrYhXk03TsxOKANvZLUVEEm0wMiVOxu9SzTe1QqCiI5MPD+YQZa7lj3uiuKKrQhw0dOrS7iyD0IPHx8SIY6QJuxc0/vlpOZbXvWBYJCK+QuXfiSIJautb6QoACHQxSjuZauPPOOzu7PL3esS+9Nr+ntoxHSYpJwpyzF3tp6/iUBqDBXE9VvZWo0N49+EwQBKEvsbqs/Hf9EvId4Rjbyjvthj1HKogL71td/h1ebCExMbEzy9FnaCSJo+FFA57uHx9OJ8W7Cti3pMwnQDnW1uySs1pGQRAEoetUWap4ddl35B0Kw9CkYAnx7ZmQgDnj+zFzTHr3FLAbnbQlRVEU6o7L0zFo0CB2795NaWlpu+eJpsH2RQKFeAbKFgOpx+5sbMRlD8De1P6qqluyS7lgVFqvHc0tCILQV+RW5fJ/Px7AYfZ036hk0DUrOEPcaBvUaNQqrpk+mCFp0d1c0u5x0k85u91OdHS0zwBZRVHYsmXLCRO2HZ/5UmiVjCdIATgMJCuKd3S2UlJC9JjJlOwubO90mu0ucopr++yLVhAEoTc4VLqf95YXg8M3v4nWAaHRwaREBTFpcCLJ0SHdVMLud9IgxWAw8Oc//5mmU0jRLpyaUEkiWlGoBGxAEZBydKfDQVa4iSOxoZjL6/3OdWlBlWpgUGpUl5VXEARB6FxFtTn8My8fdAYCHP5jUOqLLVw2J7NPByhwigNnf/e7353tcvQ5/YHKlv/nAInHtFRlyjIZQ5LYcVyQUpOgxmGUABcbKyqYHBvbRaUVziUVFRX89a9/5cEHH/RZBbctr732GhkZGcyZM6eLSicIwv6KfbySXY5TNiHFKGgcbrSO1v1qlcSlkwfQPzGi+wrZQ3Ro4Ozjjz/Ojh072tz3j3/8gwcffPCMCtUXhEoSRztrbMCxabPUwCXJkZhCjcQMjEc7JpqyTE1LgOLxTeGRLiytcC7Jy8vjxRdfPKXWz5deeoldu3Z1QamErlJfX8/1119PZGQkQUFBmEwm5s+f393FElr8Z/0a3lxdgdPtyXelqCTq4tSodZ7HgUYdt18ymnEDE7qzmD1Gh4KUZ599tt0gxeFwsGjRojMqVF8x4Jj/HwKOCaQxqlX85rJxDJ08gKz+GX55aMqsLvbWHr88oSB0nfr6eiRJ8vk5lcUJhbPr8ccfZ9OmTfzrX//i888/Z82aNbz55pudeo+amhoGDBggVl8/DYqi8NqaFezf78TUoBBcJUNLC/rF0yYx9oIhJMeGcM9l40iO6dtdPMfq9OkhGo2Gqqqqzr5srxQiSSQpCkWACzis8o0ZAzVqJioKG7QS/RLiySn2nXr8XvYWXpxwMSqpwzPJBaHDjg6O/+abb7wrK0dHi8Hc3W3NmjXccsstXHHFFWfl+k6nk0svvVSMUzwNiqLw59XfUZ+j9a65Y2pQ0OnVTJoznsFaradrJzFCJEY9zil/umVnZ7NhwwY2bNgAwJEjR7yPN2zYwNq1a3n//ff529/+Rnp635vL3VED8HTvABRJEoSF+ew3ShITNNr/b+++46Sq7saPf+70vr2yhQWWjgILCIgCKsWCGkw3toj6GM3zS4zJI4mJWIiJ+tPkZ2LsGk0siQ8GCyBFEFRQAQFZet/e++7Ue39/DAwMOwvL9vJ9v177Yuece+98z95h5jvnnnsO5ydEYz1t1eMKj4O1BVu6JlDRY3k8Hn7yk58QFRVFcnIyv/nNb8Lqn3rqKdLT04mOjuaaa66hqKgorP7dd99l8ODBWK1WrrjiCkpKWtdDd+JDas6cOUybNo1p06YxdOjQjmmUaLPq6moeeOCBUO/W8OHDQz0eFRUVXHLJJQwYMACz2UxSUhL3339/i4tJRrJw4UJSU1O57bbbOqkFfYemaRSW1/LoaQnKCcZSL/odeQw7pTdShGt1kvKnP/2JadOmcdFFFwHw6KOPctFFF4V+ZsyYwU033UR1dTV/+ctfOi3gvsaiKGSfeKAo6CZMCLvsA+DQGZhcvoec7CGn1SisKiik3F3e+YGKHuunP/0pb7/9No8//jjPPfcc0dHRobrnnnuORYsW8etf/5p//OMf5Ofnc8stt4Tt73a7eeihh3jttdfIz8/nyiuvbNXzFhcX43Q6qaysPKcPOdH5/uu//osNGzawYcMGpkyZEiqvq6tj7dq13HvvvXz00UfcddddLF68mPfff79Vx12/fj1LlizhpZde6qzQ+wxV1fjPp3t4+j9fUlpsanE7mTv8zFp9uecnP/kJkydPbvlABgMJCQlMmTIFp9PZIcH1F4MI3ulTCShWKztUlcmaFpZVxw2ayuTcZRxJyCK/7GRSUtIUxXtH1nDLsO9KFt7BvjKbaRg9mkqjEaULP4TNwEWtPJd1dXW8+uqrvPDCC9x0000AJCUlsWTJEgCefPJJFi5cGPrWGx0dzUUXXURVVRUxx3vtfvCDH3D99dcDwTV7RowYwaeffsq0adPO+NyVlZXYbDZSUlJwOBzcdNNNPPHEE5hMLb8h93aLNm+hxnv614jOF2UysWhC69fsyszMDJ2/f/zjH83qp0yZwuTJk5kxYwbvv/8+77//PldfffUZj+nz+bjzzjt5+umncbn6x7oxbaVq8O/1u8k9Ug4oWOo1GqMVbNVaWG/K9PMzuSxHrjycSauTlDFjxoQWHTt27BgDBgxAr5fVeDuCTlEYr2ms1zS8ikKFTsdB4NR+E0XRka03MSkxiqKKSgKqCqqG0Q3797j4T+3XfGvS+O5qQp/kVRRUkynyGks9xMGDB/H5fFx44YXN6jweD/v27WPhwoUsXLgwrO7YsWOhJOVUw4cPJzY2ll27dp01Sbn88sspLi7G4/GwfPlybr/9diwWC4899lj7GtWD1Xi9VHVDktKZBg8eTHFx8Vm3e+WVV0hMTGTOnDn4/X5UVUXTNPx+PwaDzH59gtcXYG+NhZpTvkwqGlhrNWKHJ1C9rxxN1Zg6Ko05E5vfFCHCtemVNX36dK6//noeeeSRjo6n37IoCucHAnyp06EoCnuBBE0j6pQXsCl7BhPWPcW+7O9zeMshXBXqiRo2V1dw5Tg/Jpkqv8OYNA2fz4fRaOzSNxLzOWzrPf6B6ff7m9UZDAYMBgOLFi1izpw5YXXZ2dnNtj8hEAjg8bQ+NTObzVx77bXs2LGDV199tU8nKVHd1EvUmc9rsViorq4+63Zvv/0269atw2gMX6HXaDTK5b5THCqqpMbb/H1Yp0JDXi3XXjKa4qIqrpoyVBKUVmjTJ1phYaEsMNgJYjUN7cABlOxsNOBr4CJNQ3/8hawYTESlTaZi5QFO72xVfTrW79nHZWNGdnXYfdZEj4fdu3czYsQIbLaeeeV4xIgRWCwW1qxZw/Dhw8Pq9Ho9w4YN4+jRo0yYMKFVx9u8eTM1NTXk5LT+0sIJBoOhzy+HcS6XXPqaZ555hrq6utDj559/ni1btpxxeZT+Rg34OFa9kvqYDBxV4YmbTq/jimnDmJSRALKkSau1KUmJj49vtuhgd9q7dy8/+9nP+Pzzz4mLi+PGG2/kt7/9behyVGlpKbfddhsrV64kOTmZ3//+9/zgBz/o5qgj0/bswTlkCHWKQj2wGxh9vK6kqp6XtrQ81nnTziIuHT1CsvN+xOl08stf/pL77rsPt9vN+PHj+fLLL0P1v/zlL7n11luJjY1l5syZ1NfXo9frufbaa0PbfPPNN6xdu5b8/Hx+97vfMXv2bKZOnXrW537iiSdIS0sjPj6e3NxcHnvssdDYFtH3DBs2LOzxBx98wL59+1qdAPd1aiDAh1v+wdKmTPxxOgxeFUtDMFHRmwxcPfs8JqU0v8QqzqxNSUpWVhaPPfYYr7zySsR6RVHYu3dvuwJrLZ/Px+WXX05mZiZvvPEGe/bsYeHChcTHx3P33XcD8MMf/pCCggLeeecdPvnkE2644QYGDx7MpEmTuiTGc6JpnBcIsNFgQAWOAImaRqKi4LKZafI079Y/oaEeDhZWMWRAbFdFK3qARYsW4XK5+NOf/kRJSQlxcXHMmDEDp9PJTTfdRG1tLX/+85956qmnSExM5M477wwlKZdddhmrV69myZIlWK1Wvv/977f6cs2ePXt44oknKC8vJzU1lZ/97Gfcd999ndhSIXqmgOrnza1v83HTQFRNBwpUJ+uIz1Ox6AxceflYJsXLYOO2ULQ2XEz829/+xr/+9a8zbrN27do2B3UucnNzGT16NNu3b+e8884DYP78+eh0Ot55551Q/fr160O3T0+dOpUhQ4bw2muvnfX4tbW1REVFUVNT0+kj2n0+H8uWLeOKK66gwGBg5/FyM3AxYFYU/vPpHr7YXRBx/yYH3HhRNuPTMjo1zo50aptPv9bd3RobG9m9ezfDhg3D4XB0dzhC9Fr19fXs3bu3R186bSuP38NzW98jtzQeo0ejPlYHx3uzpw4Zzhink8kua5/v4W7pvby9n6Ft6km58847ufPOO9uya4dLSUnBbDazbt06zjvvPLxeL7t37w7NBbFp0yZsNltY9/Xs2bN54403Ih7P4/GEDRqsra0FgifA5/N1YksIHd/n85EKFOt0lOt0eIBtqso4VeXCUQPYvLeQgBqeW5an6/FZFNZWHGNMUkqnxtmRTm1zT3PiTaW+vr5fJikej6fFAZFms7nPv+n2N6qqhgZin06n07Xr1vITE//pdLoe+X+9rUoaa3g690sq6hKIKw6g08DgValO0jEkfQBjU+IZq6oRB7b3NS29l7f3fPf6W0FiY2N54YUXuO2221i3bh3FxcVkZ2fz85//HAiuCJuQkBB2u3RycnKLs2o++uijPPjgg83KV65c2WXfAFatWhX8xWxGN2MGitlMmU7Hiu3b0fLyiDOZKfcYsMbZOezwEDCe/LDIrfbx7rJl53SHSE8QanMPEx0dTUFBsOfK4XCg0/WfJQhGjBjBsWPHItbt2rWLzMzMLo5IdKb169e3uBr2RRddxIoVK875mKqqUl9fT0FBAfX19Xz00UftDbNH8KtQYlX42mon4LMRXxhMUACs9RqmgEZ2tp2i5csp6uODyU93+nt5Y2Nju47X5iSlsLCQRx55hOXLl1NaWkpiYiKXX345999/P6mpqe0K6nTr1q1j5syZEevy8vI4dOgQw4cPZ86cObz99tt8+eWXbN26lQsuuOCcn2vhwoXcc889oce1tbWkp6cze/bsLrncs2rVKmbNmhXqLitVFE4s5WgcO5apY8ZwcZMXRYHdRo1Xt+wgcEqmqmo61JGDuGLg8AjP0PNEanNPomkaBQUFoUSlP3nsscda/GZdU1PD7t27uzgi0ZlsNluLl8BtNlu7zndsbCxjxozpE71vu/MqeGtdLpVGHb6AQlxhAP1pHSX6JpVD6w/yX/Nm4rD23ckNT9XSe/mJqxFt1aYk5dChQ0ydOpXy8nKmTp3K5MmTKSws5Pnnn+fdd9/ls88+69D1e6ZMmUJeXl7EupqaGhYtWsS+ffvIzs7mjjvu4Ic//CE/+clP2LJlC0lJSZSXlxMIBEK9KcXFxSQlJUU8ntlsxmxu3g9hNBq77EP01OcaAJQfX4QwoCjkGgxMcRpQFIUETSMjKbHZwoMbSir47hADul70htCVf99zlZWVRXp6eosf2G3h8/n47LPPuPDCC3tsu0eMGNHhx+wN7e4MvaXdHXmnzok2X3LJJVgslg47bnf66kgx/7s2F0WF6CKVJqeC0atBs1V5IHtALNFOW59IzM7F6e/l7X29tylJue+++wgEAmzbto3Ro0eHynNzc5k5cyb/8z//w7///e92BXYqs9nc4rwsmzZtQlEUBgwYECqbNGkSq1evBmDy5Mk0NDSwcePG0Ayaq1evPuMU/z3NSKAcaCI4df5+YCgQCwwZMIADBYVhYwca/AqfFB1mZqpMt9xRTkyM1lFOjHGy2Ww9+kOro0m7+0+7T7S5r8xM/uG+w6zfcAjd8Tk0FcBWp2GM8uKpM4fKAVxGP1dOHtLvEpTO0KYL7KtWreKuu+4KS1AARo0axZ133hlKELrC1KlTsVqtXH/99Sxfvpy///3vPP7448yaNSsU06WXXsodd9zBsmXLWLhwIRs3bgzdntwbGBWFsac83gcUaBrRQJTFwsDk5r1CHx472jXBCSFEH6ZpGv/av591nx0KS0RO8NWYqY/V4T+ee8a5rAyNcmPQ95/xa52pTX9Fv98f8ZIIBKdY7sqRzKmpqbz77rscPXqUa6+9lvvuu4+5c+eGrcT8xhtvMHjwYK677jrefPNNXn/99Z45R8oZxCkKp44y2Q7UAfHAiMzMZpd2yt06vi7P78IIhRCib9E0jZf37mJZQSENsZE/LhudCg3RCmTbGZYex/WXjsIg+UmHaVP/9dSpU3nppZe4/fbbiYuLC5VXVlby0ksvhS0N3hVmz57N7NmzW6xPTEzkvffe68KIOsdgoAHIA1RgC8FFCIvNZganprL/tMGd/9m3nwxTLHGuvjUvgRBCdIWX937NhuLgUgCNUQpxxkb8BSffTw3xNmqiPaAoTE9L5arMjD51i3VP0KYk5fe//z0XXXQR2dnZXHfddaSkpFBYWMiSJUvweDy8/fbbHR2nIDhvx2hNoxaoARqBEoIncXhGOoeKCgioYKtRiSpV8QL/W7OL2y+XaauFEKK1NE3jzQNfsKH45JxZ2VHFZGbHU5uYSd7XR3EmRZEf5wOfggJcGOGyu2i/NiUpOTk5bNiwgV/96le8+uqroTtnLr74Yh577LE2LU4mWkevKIzXNDYAfoJJigKYTSYGNFrx5dWFbX84v4bK2iZiXdZuiFYIIXoXv+rng2MbWF0IJ0ZEZDlLGT70IlxYiU5yYjCb8Mca2bd/HwBjYmOJaWEIhGifNl85y8nJYc2aNdTV1ZGfn09dXR1r1qyRBKUL2BWF8095rKoaOz/c2ixBOeHjHQe7JjAhhOjFGv2NLDn8ISvy/ME1eIBESw1x/lGkFRcwcNcy0BtIGZXG4dLi0H6XDejYucHESe0e3mOxWEhNTe0z98H3FimKwombshWdgsne8t9/674SGtwdN8eHEEL0NZXuSv734FLWF5txB4ITsNn0HpJqkyjYUcTnn+Sza3BwRt6iikrKaoKTlCVbrYyOlUVdO0urL/f8+Mc/bvVBFUXhpZdealNAovVGAmWAB0g7P5OyA8URt9MCkHu0hEnD0rsyPCGE6BVKm0p5ff1nlNTFUh9nBgVMOh/ZHig9Glx3qDQQRfXy3WTNHM62I/tD+357UFavmjizt2l1kvLaa6+ddWIaVVXRNA2XyyVJShcwKQrDNI0dgC3GTmxmApVHy5ptV5ahp0CfB0iSIoQQp6rx1vDWF+spPxaDHnAFVBqSNAZrFZQejg/b1tvoYc/y7fiTdWDXMSI6mpz4+MgHFh2i1Zd7/H5/aAbB03+2bNkSmnfk5ptvZt++fZ0WsAiXDsQc/z1t7MkF3wJ6KBmopyjbgN+s8EVZOaoWYSYiIYTop/yqn3d2fEzR/uhQmb1WI62yifrDcRH30TRQDQpJVit3jRops8p2snaNSQkEAjzwwANMnDiR6upq1q1bx8svv0xiYmJHxSfOQjk+iFYHOBNcDLtkFJNvuhjblAGop6yOXOp1sq98T7fFKYQQPc2Gw1s4uMPB6WvveCusmPRgPW3lQA2oTtFhc5j4+ZjROPrJEgfdqc1JSm5uLpMmTeLRRx/ll7/8JV9//TUXXXRRR8YmWslxymy08YOS0BsNjMjMQOHkej6qpmNNXm73BCiEED1MjbeGrYePogUifwyeH5NP5pXj0WJOrmJcm6DDFWfj/vHjSLbJJJldoU1Jyt/+9jcmTpyI2+3m888/55FHHsFk6h/LUfdUWQQXHDzBbrWS4Aq/4+eA205lQ0mXxiWEED2NpmlszF9LTbSe6iTdKV/ngqLSq9g2aAJrd++iOC5AdZKORpdCUpqL34wbR6JV5p3qKueUpNTV1XHddddx1113ceONN7Jly5YOXdpbtJ2iKIwDTu18zEwJXzm6ymtj8+G1XRqXEEL0NEeq97G9tpFj9fE0uXRUpunRGYOrNetj3RywxHKotCK4saJgS7Dyvemj+G3OeKLN8oW8K7U6Sdm9ezcTJkxg9erVvP322zz77LMyN0oPY1UUzjvl8YCEZHTKqd8RFDY26vF4G7o6NCGE6BF8AR+rj33OvpqUUNnQEVlcNsGHFuMjP8aOn2DCYtTr+c6gLP5wwSSmJifJrcbdoNVJypQpU9i/fz/19fVcf/31mEymFn9aWiFZdL4URSHj+O8GvZ4EZ/jArnx3LLkHV6Bpp3dwCiFE3/fVvvfYWptG4PiMsmkJ8Uwxe1ha5aM43gq6YCIyJDGRRydO4MqMDIw6Wda4u7R6npRrr71WbrXqJUYBlUA9kJEykJLaA6E6fY2O/z3oJL94K1fPlCUMhBD9R2NtAe/VGGg6PqNsNEaSmvT8c+9RGrEDoFM0Lho2nOuTkjDJZ163a3WS8uqrr3ZiGKIjnViEcD2QGp+Ibs9+nCUqtrpg74mKni8OVHLp+CrsUTFnPpgQQvQRq/auodgdnE/K0qBiK3FTEChASzKAC8w6H9NHDOG6eElQegrpw+qjXIrCaKD6SDlJBwKhBOUEFR1ffPQumuqPfAAhhOhDGuoK+dQfA5qGvVIlulBFC2goQFSJSnSTm4uHOPlWfCZmSVB6DElS+rCBioJZ3/Ip/rw2Ae+m17owIiGE6Hr1TV5W7tpAmceJq1TFVaGGTd+mALZCA+cFBmOVBKVHkSSlj/vuwASs0faIdQ2ajW/2HkY9/HkXRyWEEF3n420H+HJHHNFFKqpRaTYvCoCmQu7+yIu0iu4jSUofZ9DpmDRuYORKnUamrpjAppfRPPVdGpcQQnSFJo+PL3cXAgrWeg3nab0oJ+QMTeE7M0Z2dXjiLCRJ6QemZSVgsp+8LdxvCC4+WDpER43LCr4m1L2rujFCIYToHOu+OUAg0PIlHEWBKydnc93FI9DLrcY9jpyRfsCh1zNq0hBScwZSPERPWZYB1agQ0PR8HDcaAHXPKjRVVkkWQvQdBXVFbNiZF7HutqvGk50Wy81zxzJtTIZMsdFDtfoWZNG7TRicxC6gZJeH/LKyUPlOfQY+nR6juwZqCiAmvfuCFEKIDnKgZj+vbt2F6nM0u7wzYEAMg1KCP6Jnk56UfiLx+L/ZaQPCymt9VjbHDwZAqzrWxVEJIUTH+6biG17em0u+Ek3pQD310QrqKZ92s87L7L7gxDmRJKWfcCgKDiDO5SLW6QyrWxV7PgBa5dFuiEwIITqGpmm88fmnvLE+n8KGaABUo0Jdgh73SAcDJw1mUHocQwfEnvlAoseQJKUfSTr+79D08NWRi5pcFESnolVJkiKE6J00TeOtLzbwTa4Hyk04y1U4ZY2yMUOHMO28TG6bO1bGn/QikqT0I8nH/02Ni8Ni0IfK/Zqed9Mno1VFHmAmhBA93fKdX7LjG2/osaNaCyUqA+LjyI6NZXg3xifaRpKUfiQasAM6nY60pOSwuiNNVnZpcRwprOiO0IQQos12luzn0801cNoQWUe1hqtCY9zgQYwjuK6Z6F0kSelHFEVh2PHfM5OOX/zRNFxlAWy5Zt6qncGyjXu6LT4hhDhXTf4mlm3JRfPrI9YPGJDIFIsVlyQovZIkKf1MCsEeFZMfko4ESDkQwF598rptXqWbYyU13RWeEEKck03Fn1GXEKA+pnkSYhrk4vLJIxggCUqvJUlKP6MoCuOAvM2H0PkirWABn+6UW5GFED1fQX0BWyqKyWuIQ9WFJyJqjIELLz6fkREnwRe9hSQp/ZBdURidldhi/c7DpVTXu7swIiGEODeqpvLxkbXsqU7FWqvhqjg5Y3bArDB+zgTGG4wYpBelV5MkpZ+alhZ3+hizEE2DffkygFYI0XN9fOQTPq9KRF+vEFUSvqSHwQeOsnriJUHp9SRJ6accVhMDEqMi1ilDYdLwARHrhBCiu20qzuXfeQF8jSaii5qvaqypGp9/nEtVXVO3xCc6jqzd04+NzoinvLYBt9tHXZyexigFTaeAplHhdhNnsXR3iEIIEear0kO8uLcEv2ZEMWj4LGCOkItcfeFQYpzWrg9QdCjpSenHLhydzrfnZeAYX0FDjC6YoACgsK5QZp8VQvQcmqbxxpfb+FvuEfxa8HZjTa9QmaqnyRHelzJj7EAuGJEW6TCil5EkpR8zGvRY8JNkrcVhCB8ou6m0rIW9hBCi672w/iu+2V5BdAEogVPuTNQpeNIgcXgKAGOHpjB7wqBuilJ0NLnc0895Al4UBYZGF7O9ciCB4+PPytwBqj1eos2m7g1QCNHvPffpJo7sawDA3KQRVxCgMlWPalDQKwGmjB5JRlQiztRYxmYlyto8fYj0pPRz7kCwB8Vm8DLutNuSX94rs88KIbrXy19s5vDuhrAyowfi8gMYfAFyBkYzODqJqYpCzuBk9Dr5WOtLetXZfP3119Hr9RQXF4eVl5aWcs0112C1WsnKyuLNN98Mqz9w4ADTp0/HYrEwcuRI1qxZ05Vh92i1vpOzy6YlJBFrO1m3o7KKvdXVXR+UEEIASw/lsie3JuJsCXofZJm9jE8/nwsAk/Se9Em9IknJy8vjlltu4ZZbbkFV1Wb1P/zhD9m3bx/vvPMO3/nOd7jhhhv48ssvAfD7/cybN49AIMDSpUuZNGkSV199NXl5suIvQI33ZJKiN7m4YGj4rcf/b2cuxY2NXR2WEKKfW3FsH+8eK6NygJ5AhGV5zBkNTJt0ARMVnUzY1of1iiTl4YcfpqqqipdffrlZXW5uLmvWrOH555/nyiuv5LHHHmPSpEn85S9/AeCjjz5i7969vPHGG8yZM4cXXniB+Ph4Xnjhha5uRo/kU/0A6DUFRdFjdaTjMh6/n0/T8DT4eOrL7dT7fN0YpRCiP1lbcIi3DhUCCqq++byT+uQmxuekM80cLSsb93G9YuDss88+i06nY926dc3qNm3ahM1mY+rUqaGy2bNn88Ybb4Tqhw4dSkZGBgBGo5GZM2eyadOmiM/l8XjweDyhx7W1tQD4fD58nfxBfeL4nf08p9K04z1Tx/9VdEaifTrs+/2hbdz2Jl7ds5fbhw3t8AFp3dHmnkDaLe3u69ra5h2Vxby+/yigA1UjrjiALnDKBnFeskepXOIaier307xvvXv1x3MNLbe7vX+HXpGk6M4wEKqkpISEhAT0+pP9gcnJyZSUlITqk5OTw/ZJTk7m66+/jni8Rx99lAcffLBZ+cqVK7HZbBH26HirVq3qkucBaEprAjv4FYWawlJ2LtsJhPetmpo0NpeXQ94x0jvpP15XtrknkXb3L/2x3efS5hqDxgaHE/X4R1NcZQDDaRO1OY1e7AUOPv5mRUeG2eH647mG5u1ubOdwgR6RpKxbt46ZM2dGrMvLyyMtresm5Vm4cCH33HNP6HFtbS3p6enMnj0bl8vVqc/t8/lYtWoVs2bNwmg0dupznfBF+RfsqdmN6teRu2JnxG10Khi8sMvp4jvjxhJrNnfY83dHm3sCabe0u6871zZXuBt4eNtX+ALBjyVXnR9TVfPt6oodWOLTmHNFz5wLpT+ea2i53SeuRrRVj0hSpkyZ0uJA1pSUlDPum5SURHl5OYFAINSbUlxcTFJSUqh+/fr1YfucWn86s9mMOcKHsNFo7LIXXFc+10BnJntqdqM3qriSA9QURhihBhjdGo3mAEvz8rl9xPAOj6Mr29yTSLv7l/7Y7ta0ud7r5vEdX9AQCC7FYVT8GOt1EOFiTqzLyiXjBvX4v2N/PNfQvN3t/Rv0iIGzZrOZtLS0iD+nXsaJZPLkyTQ0NLBx48ZQ2erVq5k8eXKoft++faEkyO/3s27dulB9fzfAnobT6ATAkVDc4nY2b3AsypelpdR6vV0SmxCi7ztQUMHitzZQ3Rj8cqhTVBS9mYpkhfqY8DFwJoOeG2adh83S/z78+6sekaS0x6hRo7j00ku54447WLZsGQsXLmTjxo3cfffdAMyZM4dhw4Zx/fXXs3LlSm6//XbKyspYsGBBN0feMyiKwvDoYM+I2enB4mr+zSWQpDJ+TPDWZL+m8Wlxy8mMEEK01rHSal5a8TV4dMHJ2bwqep0Brz8AioInUSV2aDk6fTBZ+c6MkSTHOro5atGVen2SAvDGG28wePBgrrvuOt58801ef/11Jk2aBIDBYOC9995DURTmzZvHpk2bWLp0aehuHwHDo0dgM9hQFHCllANg1fupyVIoyjZQ6jKS4jzZe7KmoBBfhPlqhBCitSpqGnnug82gBhMQvR/i8lW0xuCtPAYlwOi4UoblXMiPr5nIVVOyGX3arNii7+sRY1Jaa8aMGWia1qw8MTGR9957r8X9srOz+eSTTzoztF7NrDdzcfLFrMhfgSOhHrPTw9S6UpbHX8re0npA4fOSw4yJzeCbyioqPB5W5edzhSR6Qog28Pj8PPPBBtRA+EeQLhCc7r4yXWFUWjVDBs/lYlMMDofC4DhnN0UrulOf6EkR7ZfmSGdg7HkoCpisPrYkxjLecxCFYFJ4pM7G2DhdaFKl/xw5Srnb3fIBhRCiBWu3LaXeE3m8ocemMGyAmxHZc5luisEhk7X1a5KkiJAZ8ROxubIB0NAoMleRGh0czObX9GwsOcqM1ODdVl5V5fV9+yP2bAkhREv2HVzBek1PxYDmHfluO2SM1Rg/fBYXG6zYJUHp9yRJESEGnY6xyRdhtqcD4NfpSDPsD/WmHKq1MdQVINpkAmB7ZSVflZV1W7xCiN6ltHALH9aXUlwbRXRxIKzOb4KBE61MGDaTaToDVklQBJKkiNMMUXQkpl6K0RqcR8Zo8JBiqwZARceyvDx+lD0ktP0/DxykweePdCghhAjxeZv4uHQTB8pTiMtTMZ42k0HWlBjGD5nCZEWRFY1FiCQpIoxJURivMxAzYDYGUwwAGY4KDErwW09egxmD4uH8qGBdjdfLvw8d6rZ4hRC9w5Z9/2Z7TTr2ozoMEb7XGKucXACSoIgwkqSIZhIUhcF6MzHpc9EZHBh0KhmOCgBs1Spvv7uX0s1lWI5PtLeuqIiD7Zz6WAjRdxWX57LBr6O6xhm+WOApyg+W4PNIr6wIJ0mKiGgEkGCwE5t+OTq9BWeTj5T9fqLKTs6PMt2REPp9+bHIyxoIIfo3b8DDysLPya1Op8mloypFh3ZaZ0l8tJ07r56AXWaSFaeRJEVEpFMUxgMOUxRFO4dQurv5Wkc7NufjOr4uw7aKCjyBFr4iCSH6pWqvjg9zl/Fx5dBQmcehQxmqYTAH7+5JTXRx57wcoh2W7gpT9GCSpIgWWRSFHCBj/JAWtxnsD76x+DWNPdXVXROYEKLHK66sZ1+tha3bYjE3nOyBTbQHmDJ1OufPy2FUdjJ3XDFe1uIRLZIkRZxRjKIwPSO+xfrifSfXUs9vaOiKkIQQPVxNQxMvr9yKqupQVIWYQhVbtYpRp3LhuAsx6w3MiLbzoxmjMBnPvIis6N8kSRFnlaEozLlmQsS6qy4bHvq9yS+D3oTo75p8Xp758DNOnZBaAaLKVEYSS5RiZBoQL3fxiFaQJEW0ysUJrrDHZRl6irL1aOrJnpRGv4xJEaI/86t+/vH5x9TWRE5ALKqBCxVkJlnRapKkiFbRKQp3fW8K512RhWlcNX6zAiisKD4c2qbe5+u+AIUQ3SqgBlh+dBn7iNyjmpQczYJpwzHq5GNHtJ68WkSrpblsXJwykBSHNzRVfpHfHqovamzsrtCEEN1I1VRWHFnBqmNGOGxtVu9yWblt1nkYDTL+RJwbSVLEOUlVFIZlXkacpR6AgHbyTaeosRG/qra0qxCiD9I0jRUHV/FhvhHjUROGCB2qt80dK3OgiDaRJEWcE0VRyLHEk50SA4SvgOzXNEqamronMCFEt/jg8HqW5Bsw5xkweSJvU13vjlwhxFlIkiLOmUtRGJI2gQRLXbO6Q7XNy4QQfdN7h7/k3TwVzavH5NYibjMg3klGYlQXRyb6CklSRJtM1JkYlTU4NDblBJnQTYj+YW3hTt492oCq6QiYFMrT9fgN4dtY9Co/ukzmQhFtJ0mKaBOXohCXMJxUe3BsCpqGszzAoU8L2J9f0b3BCSE61Y6Sg7zzdTHaKR8hAZNCQ6aKyR68u8dhMTI8ugm7xdRdYYo+QJIU0WY5isKYYTk4qv2kHAjgqAr2qry8fBuaFrnrVwjRu1U21vCP1YdwFSrYK1U4/n9dQWV4cjnfnpfDyMx4bpg1Bote3gdE+0iSItos3q+y/e1dOMua1329v7jrAxJCdKqAGuDJZV+ibwx+dLgqVFylwURlkKuCnIGXMMYZzw2zzyclztHN0Yq+QJIU0WZnus787092EZDbkYXoU/606lMCVeEfG/ZajaQSL+dljuMCa2I3RSb6KklSRLssuHJci3Wf7czrwkiEEJ1p2Z5cyo9Fnk3W7DcywTwAg0x3LzqYJCmiXQanxkYsDxhg7OCELo5GCNEZ8uqr+E9pCfXRzZMQxQDXXj6BAQ5LN0Qm+jpJUkS7/eS0FZJLBuopzTLw0Z4N3RSREKKjBFSV/7fza3w+HZb60wbCKjBj1vmMj3N2T3Ciz5MkRbRbemIUF43NZPiVoynKNqAag9+2lteZqGmo6ebohBDt8Y8DWylr0hFdrGI47WrP2GnDuGxAXPcEJvoFSVJEh7hi4hCmJUST5Do5m5OKjle+2dSNUQkh2qPcXcf6ojrsVRqWxua3E9urm2S6AdGpJEkRHWagwcTIlMywsm1uM4dKZACtEL3RK/u2Y6gL3mocSVF5HQoyWFZ0HklSRIfRKwrTY2Oxm09d7VThhf17UOXblhC9ypH6OnIrA3itCh5r83qn1cT3LxmFTidJiug8kqSIDpVhsjIqNSWsrMhv4pMDO7spIiHEuQioKtUeD4s2bwVA0ytUpuoxxJ0ckKIo8P1LR+O0mbsrTNFPSJIiOpROUbgkJRWTIXyit38VlFLn8aKq0qMiRE/lD6j87b3N3P/BZ6Hp7gGGxRSRc9WFTBibAcBVk4cyKCWmu8IU/YgkKaLDDTGaGJ2RcbJA0zCVKPz+tQ1sOyjT5QvRU723aR8FZXU4KzViC1R0fo1ESw0jR11FVk0x103M5ifXTGDq6PTuDlX0E5KkiA5nUBQuHJCKzajDUREg5UAAW23wW9m7G/bIdPlC9EA7DpXw1a6C0GNzk0b8sQADzVacTfWMtAdvNU5PjOquEEU/ZDj7JkKcO315PVG7vM3K/QGVbQeKyRma2g1RCSE8Hg8rVqxg9+7d1NfX43A4GJAxiJ11LnQ6Y9i2+gCU7bPybWUTxrHf6qaIRX8mSYroFC5Tyy+tDzbuZ+yQZPQ66cgToqsUFRXx9NNP8+KLL1JW1nzpcpszmvOnXU7OzGtxRAd7TRSdxqUZZSQMnNjV4QoByOUe0UmSou3ED06KWOf2+tm6T8amCNFV1q5dy8iRI3n00UcjJigAjXXVbFz+Ji8supWje7YBkDlc4QJjA0p0WhdGK8RJkqSITmEDBo8dGLFOr6iMzpLFB4XoCmvXrmXu3LlUV1e3antPYz3/+n8LKSvZxDXuLRjO/3bnBijEGUiSIjqFoigMjbETlXryNsWAAUqy9DQM8mIq3tZ9wQnRTxQVFTF//ny83ubjw4ZMmMC0736XIRMmNKsL+H3864+LUQdcimKU1Y1F95EkRXSagUDmhEFkTMqgfDCUZhlQDQpVOgcHd8sKyUJ0tqeffrpZD8r4uXP5686dPPXll/zPW2/x1Jdf8tedOxk/d27YdnX1Tfz19SVdGK0QzfWqJOX1119Hr9dTXHxyPIPf7+f3v/89WVlZOBwOLrjgAj755JOw/Q4cOMD06dOxWCyMHDmSNWvWdHXo/ZJNUZiUGEX6eUNIPm3ep9WaC62upHsCE6If8Hg8vPjii2Fl4+fO5Xfvv0/GyJFh5RkjR/K7999vlqi8+OKLEXthhOgqvSJJycvL45ZbbuGWW25BPW2Oje3bt/Pqq6/ym9/8hnfeeQe73c63vvUt6uvrgWASM2/ePAKBAEuXLmXSpElcffXV5OXJonddIev4vwOTE8PKt1qzaDz4adcHJEQv1eD2caiwiq37i/hyd8FZt1++fHmzQbK3PvEEer0+4vZ6vZ4fP/54WFlpaSnLly9ve9BCtFOvuAX54YcfpqqqipdffpmbbroprC4nJ4ddu3ZhMASbkpGRwahRo9i7dy85OTl89NFH7N27lyNHjpCRkcEll1zC2rVreeGFF3jooYeaPZfH48Hj8YQe19bWAuDz+fD5fJ3YSkLH7+zn6WpDFIVA/CBch/Kp9dkA8GNgY8ExpmYHv6X1tTafTV8912cj7T5zu/2qiifgo9bXQI2vjhpvA1u3V1Fe6sfnPWUhP0XjM8+XoEFA1QhohH7QdKiqjvUfLA079pAJE5r1oJwuc9QohuTkcGDLllBZbm4uV1xxxbk1GDnX0m4iPj5XvSJJefbZZ9HpdKxbty5i/YkEBaCwsBCj0cjAgQMB2LRpE0OHDiXj+DTtRqORmTNnsmnTpojHevTRR3nwwQebla9cuRKbzda+hrTSqlWruuR5upL+6qvJiDWw85QrPGusWeg+egf00X2yza0h7e4fVA08AYV/rViFRwFVr9KEDo9FwW1VqMdAo2akSTUA4asKR1erWL2nrTSsKeyojEE7fQViVcNWo+GoVnEXhV+mSR40qFWxJg0aFJakbNu2jWXLlrW6rafrb+f6BGl3UGNjY7uO1yuSFF0rJ/1qbGzk3nvv5Z577iEuLjgZUUlJCcnJyWHbJScn8/XXX0c8xsKFC7nnnntCj2tra0lPT2f27Nm4XK42tqB1fD4fq1atYtasWRiNxrPv0IscDgRoSh3MwfKDNAVMABTpYhgYX8k3VfTJNp9JXz7XZ9Iv2q1p4G2AhnL89aUUNhWys8rN9j3NZ1mujdfRYDrz+5vfpADNF+bUBSBwyq7WWhVnhYr++GLFRrM1bPviQ4daFX7JaduNHTu2zT0pff5cRyDtDm/3iasRbdUjkpR169Yxc+bMiHV5eXmkpZ19IqGmpibmzZtHRkYGixcvbnMsZrMZs7n58uNGo7HLXnBd+VxdJVvT2OvMJCs6l10VplD58jqg3oii0/e5NrdGXzzXrdFb2+31B6ip91DT4KaqromjheVkOryMd1agVR2DqjxqGivYa4/lYFQq+ZYYGlQLdYF4IvXDKqesCq5TVGwGP0a9gk5nQK/Xo9cb0SmgVjY023d4cioWl5G80kJKG/wYvFooQQGIS8kI2/7A5s0c27XrjJd8jubmhvWiAIwaNapd56q3nuv2knaffNwePSJJmTJlSosDWVNSUs66fyAQ4Fvf+haapvGvf/0rbGBYUlIS69evD9u+uLiYpKTIs6GKzqEoCqPQ4Rk4jkPVu/F4jcQUBsh3ZwLw95Xf8F9XN5+vQYjupqkqNJSh1RTyt/XlFDeE93zscPl5N0OhXhtEk3MIPvvx9x/f8R8ATcNK4LQLORBnNTN6aDJRzmjsNhc63cm3ZKPPjb2pGqqq+XBf8yTFUrSTXVVOmtRg0t8YpcNRFQjVDxo1EZszmsa66lDZS/fey+/efz/i4NlAIMDLv/xlWFliYiKXX375Gf8+QnSmHpGkmM3mVvWWtOShhx6ioKCAzz//HIslfOKhyZMns3jxYvLy8khPT8fv97Nu3TpuvPHG9oYtzlEKYLKmELt/D1ogEFZ3tKSGJo8Pq7n/ffMQXc/j83O0uJrC4jLKyysor2nk0pRqdPomClWVYk1HKSbKDA7qFRNuVYdX1WFHx+lTmzU1GSjznOWtVFHQDAqKP/yyTbQtmiEpg3ACTsAOOI7/bjJZwWRFdSXzVXQ1g1JjMKqF7PZWsF+LpUgXC+rJtMdq82KINuCvDj6HwWji/GmXs3H5m6Fttq5YwUPz5vHjxx8nc9SoUPnR3Fxe/uUv2bpiRVh8CxYswGQyIUR36RFJSns0NDTwxBNPcP/997N9+/ZQeVJSEtnZ2cyZM4dhw4Zx/fXXc//99/PWW29RVlbGggULujHq/smqKMQqoAVO/z4ZtHLzQa65cHgXRyW6m6Zp1PpqqXCX4w64cQc8BLRgEmvSmbAZrFj1VqwGGw6jA7O++eXY1jwHNYWoFYdYurOSzaV2tLB+DT1POBPw2E8bH3LajQkWQ4DTx4cYfKAENDQ9mHQBLEZwmM1EW53EO2JIstpJtJj5qHAzDf7w5DzW6+cypfn/hwa3l2+OlXOkqJr9BeXUNHhpTMvjmBqLRx9+O3+sVWVYWgqpKdlUHq1gz+pvAIhPcHH/ooVcv3F52IRuW1esYOuKFQzJySFp0CBKDh1qdokHIDo6mrvvvjvyH1SILtLrk5Rdu3bR2NjIr3/967Dym266iVdffRWDwcB7773HggULmDdvHoMHD2bp0qWhu31E10rX6bDF2Gmsat59vWlXAVNGpZMYbe+GyERX8wa8HKg9wO6qXVR5q1q9n91gJ9YcS4w5lhhzNDHmGKJM0QT8Cl5fAIfNBN5GfFVHqSzfQ2ldAQV+D8VGB6VGF9W6aJRmF15AUSM82Yk6NIx6FYO5+QBWgOsGJJCTOYAEsxODrvmlFJ/Px05DPWOnjyfGZUOv16HXKTgszXspNubm8cHGfahhT6WQV56Ax3kyiUp0GhiZlU18THAdrGhgZEYcZCYwaVgKwzPiURSFJUuWMHfu3GaTsh3YsiVicgJgMpl49913W3W5XYjO1KuSlBkzZgS/EZ1i4sSJzcpOl52d3WwWWtE9UoBBU7LZuWxbxHqjvlfMLyjaQUPjYN1BNld8hTvgPuf9G/wNlDd6qSxpwl1bQaDJgOJV0AUUGl0KNUknkgQNhVg0gnf6EQDcYDRqxBNodlyr4ifaAVaTAZvZjMtqZ4DNxRBbDOlmB3a9gW0Hinm7NDdsv1inlWx7EinW6DPGHWsOMDor4YwDCWs9tRxo2oOqNf9/YG7UcDshwWVh9OBhxLmiiAKSCf6/cigK6PUMnn1e2H4zZ85kxYoVzJ8/v1WLDEZHR/Puu+8yY8aMs24rRGfrVUmK6P1MikJWQhQ7TytXdWDM0uFyyGJmfZlP9VGbWsOnpeFrNyVaE0mzp+M8fjnHoBjQALffTUFjPcWNjRQ1eilu8lHpVvD49SQfCQ5EPbXfQu879QuLEuHGXfCZg6833Wk9J8PSshlxfiZJBD/4owgO+D5VeqKLKy4YQrTDQpTdQozTgtN27pefVE2j2uOluKmR/IY69lQXU9BQR7VXw+M3kqgPoD8tj7K7FS7IGU+Ww0EykERw6YnWmDlzJrt27eIvf/kLL774IqWlpc22SUxMZMGCBdx9993SgyJ6DElSRJfLNOrJyMmiaE8eVcYAdfE6OP5mu6ToGN9JzezmCEVnaPA18FHBR3idJy87ZDmzGBs3jjhLsLdD0zSOVtWxu6mOXVXV7KmupsF/yn21HO+F0AWTDZOHMEafhtPYBCigGEAxoNcbsJot2K0ObBYb0Q47ZZ6jVOdVAsFExOm0MNpiZNpZPvTjXDYuOu/cXp+1Hi8bD+SztdHK1nc30pRppMrtxdcsgzr+dqyA26lgrw7fQPOqzPRCSisTk9OlpKSwePFiHnjgAZYvX86ePXuoq6vD6XQyfPhwLr/8chkkK3ocSVJEl0sCBo3LIm1sJh9+thYCJ78Lrzp4hEnxKWTKm2WfUuGuYGX+RzT4g2ORjDojM1JmMsCWTmF5LZtyD7Arv5zKqkY0n0bJYH3z2VSPM+j1xDid2Jq8ePPDJ4rS+RUunXAJFqMBi6JgBsyA6fi/J36ODvdTnxLD0NRYkmMdGDrgMuOJAcBFjYXUeOrYUdDE4aN+AlXBideCfT4+KmpUAqbIbdMpKrEmjaHpFg5XNwEQ67KSlRxNdlosMU5rxP3Ohclk4pprruGaa65p97GE6GySpIguZ1AUBmoa+xUd8Q4D+TUn67wBeHFPLovGjEXfxm+MomfJq8/j48I1+NTgrTI6r465g66gXrXw7IZtFOwPHzSrAEa3htemYDLoiY+KxmW3E+2wE+1wYLdYUBSFMkcJ+/Jzmz3fxDoPA+LPnOQmDUw8Y31rNfobKWwopLCxgIKGAup8DZQ0RXGsPg5TuQ5XRfNVXK0NKgFrAIvBi1XvxW5SSDQaGa7XMyEqA0vyCDRgoyOPERkJxLran5gI0VtJkiK6RRZwGEiOSyC/pjysLq+ylo8qKrkiPq5bYhPto2ka1JfhLz/IlqZD7FQaQQmuX6PUaGgVPh4t/YpqgwOjWyM+wjHSLNFkjR9MtMMRNi7E4G0kJv9r4rwNnGdKZh8Q47SQHOMg1mUlPsqGy9Z5vXCqplLcWMSx+mMUNBZQ5ak63mao8Dg4UjcQ9/FlHwJODWfF6SvxQJIKw0ckEO/xkKmYSY/OxGiLCdtGAS4cLXcgCiFJiugWJkVhmKbRkJSFcqjstDkr4MP9e7goZjLOFpaVFz2LVl9GoCiXkqMHOFBcR5VOR2FqNEpigFqPnQq3g0qPA7+mD85YdpyzPPJ9v2YPxDid6H1NxJTuJbZ0L7GNNUTFpGMYfBGKxYmmafz6+sw2DVw9V+VN5WzJ382+olIa6hS8jUaSR1aj00O1x8qR+gTqfeGDvpMSXVjqPbjLwxdYa6rSmG0dTlS8DBIX4mwkSRHdZiBQpDOQ6AhQUh/+Umzw+HmnIJ9bMmQQbU+kNVSgleym7Oh+1hzT8Y33xIzRWaFtvHlQcYa3GEXVMDVFnj6goaiCnJW/J7Z0D/r0HPQTrkdxJITvrygdnqD41WDSZDi+qGl5XT7vbd7CoaMWAj4DwdlIgsqqXFTqXFR4wy/HJERFMWbQIGJdTkrMhRzYsCdUZzUZGJ4Rj6qeedoEIUSQJCmi2yiKwmgUDg+IZ82+ymZzQ2w8eARXfhOXnjeQaLk1uctomobb66fR4yPOFVwW70RSohbvxl22lyJ8bI/K5HPdcMzeyImC0X1iJtYWBsB6ml8KOeEa5RNiig+jUzS0Y1/hz9uCknUh+jFXo0Q1X024LRr9fnZUVLKtooJj9fXUeL00+P0ogMOgYNR5MOibMHl1xxOUcPmVCTS5Tr5mo+x2RmdlkRwbg4HgbczjBybwyuZDDE2LpansMN+9ehaWCAuYCiEikyRFdCsrMPybrzgQH8/h2uB1eYNHw1ajYq3T2KwW4PcE+N7MUWc+kGiXT7YfZffRMqrqmqhv8oZmO50SW0G6/SCHdSYO2pI4pqRTFzX05I6qRpIu0GzOEQgmIMEJyCKnIkZPC70oqbAp6ULsdckMyt+IommgqWiHNuA//Cm6YbPRjf8eiuHcP+x9qsr2igo+Ky5hR3kFqto8idKAOr9G8J4gE3pFIzHC5G8GbzB+m8XMeZmZjEpKIlpRSATiITjw22Ji4Q+nEQj4WbbsAHqdTFYoxLmQJEV0u7IGBzNcxyj123Adbj4GZduBYi4YMYCBydFdH1wncfsDNCkKDT4fUQZDs0nDOpPmbYS6ErTaYvy1RRTXl7OjMJHCamezbTdWxvGhJQGPRQf+CAdTFHwmMLcwcWyWycX5YwaSYDLh0OsJqCrbtm5l3LhxrN24nzzC7+xRFai16vmq3sBXymgcWcMZZapjRtkXZFYVYFQDqHs+wl2wE8u0O9AnDG5Vm70BlTWFBSw/eAx/jRdzg0ZCo0ajS6E2UY9OAZPOj1HnQ9MU3AEDfi349hgwQsAA+tPaH60Z+cHokeTExmA+Q/Kh0ykEmuc4QohWkCRFdLuKgB3f4Qxc9S0Pkn3vs73c9a2JvfabaJPfz1dlZWwpK+dwXR21Ph+4oljx5VcYFIUok4lMp4Oc+HjOj4vDcYap08/4PF4vx8qqyC+vprC8lpLyOqYOqcSoleD2u2nSApTq7BTq4ijzO6j2ReFT47DrVVxEHsRqrdPwnGE5JVuMmUCRJ2JdfEDH3LiTd2n5fD72V1UxxGKhMD6GQL2foso6TqxsoUVpYffs1vsNfOGPYbNjFgMSqzlfO0pmbRnfFGRTuXQbY9P2MXbqxcS5Wg7wQE0NL+3dh3t/HfbG8N4be5NKenQhUeYmTp2WxYiBDOsgkqPPp87jZVPTUYoKTs7JYrcYyY6PZarcgSZEp5IkRXS7kiYjZW7bGbcpqqznyz2FTBmZdsbtepqixkZWFxTwWXEJ7ha+Tvs1jQqPhwqPh63lFegVheHRUeTEJzA+Po7oCGMYfKqPSk8lFe4KKj0VVLorqayvY+/G5tOZr9hjR2fPwJ2iUuyOjhhD4Aw5kbleC94/rFPQ62BwUjRpSWnEuGJIVRQq9xex032M0uOLRqYluMhOi2XyyDRcZxjYeun4LC4dn0Vdo4cdh0rZfqCYnJxBFEWr7C3YT2FVIzWeYGABTc+xhjiKdFGkOqvw+aPQNB2r82D125tIi7dw4ZjBjB2SHDq+NxDgfw8fZmV+ARoQFSkH9irYA/5ggqJBkqpneNwYshLHYdCdfHt0jFQ4GF3JoJQYMpOjcVhlskEhuoIkKaLbZTi8eHR2ahu9LW7jidYzIqP3fGvdW13NB8eO8U1l89V9nUYjKVYrdRXlxCYkUuvzUeHx0Hh8+veAppFbVU1uVTWv7dtHnM6ERQGzXUOneIFGVK0Ro86PSR/AqAugoOEL6AmOqAi/dORrNEGjiRKnPnyhm1MEDC1fbtJpkBObyuThGQwwm7ECDsB44hLV0FRmDW37YFanzcyFo9O5cHQ6EFzX5siwePYD5fVV7DlyiPyKBjTApxooKYkjRg3v9ckvd7N2z6d4/CrpjnSq/A7+WVhNoffkdrqoANQ174nzlVm4wGIme+CluOyRJ3kbOTCBkQMTItYJITqPJCmi2xl1Gj+4ZBQvLd+OPxD+4eM3QHWKHp9F4eljh7l/xIguHb9xrqo8Ht46eJAvSsvCyk06HVOTkrg4JZkspxO/38+yZcu4YtRIjEYjqqZxsLaWzWXlbDlUhKfWi9ETnHlVpzbRZFUoSNMTvBbiOP7TXKLe32xhulAMbg2PPfxvp1NUrHovZrsKFhNEGFtiNuoZb7Ay0dI1d1jpFIVBQJqmccARQ/ToHOrdbnYeOkxeWRnWusgDbqujdKxo0KiurKLKezLh1aGS4awgJa6aIwUDQQv/G5g9g8kZNbETWySEaCtJUkSPMCDeyfyLhvOvdbsAsFjd6BK9HDTGhBYfPFhaxt/sdm7PyMDQAxOVTSWlvLZ/f6hHBCDeYuHSAalcnJyMvYVxJqqmUtJUQmnTIVTtMK7qKJpqwi9/mZs0HBUB/CYFt7PlcTmqgRaTFKNbwxrTgNPoJtqiI9kVRaojgThbEnHmWMwX6XBXN7D8s30MiHeSEu8kNc5BfJStW8YCmRSFkUCmpnHYYiFq5AjKKlPZtX9Ls219Jijyx0Jd+OvCbnAzLLoYmyGYtNij/TRUBc9DaryT4RnxjMiINOetEKInkCRF9BjjslMorW4k1mZgYNHrfJgST4xWzebyQaFtvjx8hKomN3dmDyG2h8xG61NVXt+3n/XFxaEyh8HAtwcN4uKUZHQREipVU/FavWwq28SxhqM0BZpCdWantVmSAuCs1PDa1TMmKQG9gpHIPQ2D9Xq+fd4YEqwJWPQt9IrEOLjtqvEtHr872BWF0cAwTeOoy4F5xkgO7iuktqiaE01tcp5cSRvApFfJjPKSFqNgMAzEaI5nsH0AFouPBreXYelxRNll7h0hejpJUkSPMmdi8JZSbcjPmfb5U6xLSWJiwiG+KjuZqOw5doxbly8ju7ERU1MTDoeDESNGMHfuXMxdPFFWlcfD0ztzOVRXFyqblJDAjUOzMWgKh4uqKCivC/6U1XLZ1CQajEUcrjuMO8NNdU019T4LVd5Y6n0WPAEDqAZcLTyf3t084dErKvE2lURLALtJjwMTBw/4cXtOXjoz6HVEW6JId6R39J+gyxgVhSFGA0OyU2gaksyhJi/bD5VweH8xWRMz8BsgoGrEOB1E2e0oioIVSCE4D65VUYLTHAsheg1JUkSPpJjtDJ7yf6jc8gw74mIZE5vHF/tt7FmyhP3LPsRdXd1sn8TERG699VZ++tOfkpLS/C6X02maRiNQT3AohhcIEJzCyww4j/+0NAamsKGRJ3bsoNITvP3WpNNx09ChXJicRHW9m8VvftZsn7dXHMYc5cYw0ESNGk2Vxxaaj+MEvUnDFWHyMAheyjGqGrFOC5muKCYkJHFeVBSW03qVdiSVsPtYOemJLjISo0iOdWDQ987btyOxKgqjbGZGjc5AHZVOLdBIcCoXPcE3Nvvxn548hkkIcWaSpIgeS7E4mTDuDip3vcKe3D28/9PncNc1tLh9aWkpjz76KH/7299YsmQJM2fObLZNo6ZxDKgA6og8P9mpzAQHcA7k+DdxoF7T2FJXx5s7vsF9fPyJzWxmyqhR1NgsLKsvoqn2IDpDANV/+iUpBU+NlaIyOx57pKRBQ2/yo+lAUSN/uP588ChGZp75TpPzBidx3uCks7Sub9ApCtGcuqqOEKKvkCRF9Gg6WzS60kz+322/xOdr3bSd1dXVzJ07lxUrVjBz5kw0TaMCOAyUnOPze4ADmkZuvZv68jpqCiopPVRCVZQW/Mp+fHyITgnw5c4v8AdUApqOgKYjyqjH3EIWZPSAxw56JUC02UOcLUCcXYfD5sJsz8CSDY6GRj5aFx6xyaCn0e07x1YIIUTvJEmK6NGKior43vW3RkxQhkyYQPKgQRQfOsSBzZvD6rxeL/Pnz2dlbi6NKSnUNds7uG6Qi+AlHSvBXhM9wcs+jUAV8M3uAo5sOYT/tMQgqgy8FkKDWOvdfiD87h2fJYC5hVV+oxUj40YPIT46DqMCUe46Yn1uYvQGYmwxmF1GAqrKwf0+kmMdpMY7GRDvJN5lQ6eTyxdCiP5BkhTRoz399NNUnzb+ZPzcudz6xBNkjBwZKju2axcv3XsvW1esCJVVV1fz+F/+wo2LF4fKzECGphFV78aEQqzLGnZs1V1HXclOfFUHKHX7OFSXgRphsCqAvlmHhoZeUdErx/+166D5XG4AmNwKCWVVTI2KI05vQLHHNj++TsetV4yLfAAhhOgHJEkRPZbH4+HFF18MKxs/dy6/e/999KcNFM0YOZLfvf8+D82bF5aorHrpJX7wwAPU7yvBU1zNwSPhk6yNzTASG1WJyVpGleqm2mSgIuAkrzGOaq8dvRZ5BVwIDmId48rDavai16kY9FYccWMwOzLQG134mrxUHCkjb+thfKf0xFhMBlKcFgJ79xE1ZIgM7BRCiBZIkiJ6rBUrVlBWFp5U3PrEE80SlBP0ej0/fvzx8N6U0lKO/eUXWAbM5EhddLN9th3zETvQR1QUVHriKayOptZ3co6SgBFUHegir71HQvyFxKRlRkw0bDYzg0emkW004KlpJM5lJT3RRWK0/fiMs/mt+CsIIUT/JUmK6LF2794d9njIhAlhl3giyRw1iiE5ORzYcnJW0v8crmH6IBMRB6YAFfUO9pXF4lPD/zuY9T7S7JU02V1odZFnix3itjBAUWjg5O2vJ25ddgF6RYGhZ78dWgghRHOSpIgeq76+Puxx8qBBLWwZLmnQoLAkpaIGKv127C3MxOp2m/GpJ3tn7CaNAdZi4i11+FQDu2zx6HVgr9FITHBwQXYqqXFOkmLsWM1nWD5YCCFEu0iSInoshyN8Eb3iQ4datV/JadsZbTbUM8xjpguATqcjwWUhyViAU1cWmmG92jOIBhfgggljU7lxaPa5NEEIIUQ79J0pKEWfM2LEiLDHBzZv5tiuXWfc52hublgvCsCI4U6cliY0feSeFIdRY2pKAdmWbbj0wQTFoBgYHTOdQ8cXrLMZDFyXNbDtjRFCCHHOpCdF9Fhz584lISEhbPDsS/feG/HuHoBAIMDLv/xlWJk9NpY//viXFHnz2FuznwbP8RlrFVDQgv8qcOoNPImWRMbETubZ3UcJaMHEZnbagBZXMRZCCNE5pCdF9Fhms5kFCxaElW1dsYKH5s3jaG5uWPnR3Nxmtx8DDLr8Ct46WsKI6LH8cPD3uWrg5QyPHYrFYEQ5ZeFcvaIn2ZrMpamXMSJ6Bn/bdYSSpuDKxOl2O1dmZHReQ4UQQkQkPSmiR/vpT3/K3/72t7AJ3bauWMHWFSsYkpND0qBBlBw61OwSD4DJ4WD4t77FN5VV/Oarr5ibnsZFySlcnDKAacnTqPPV0eRvwqgzYjO4+KK0nFf3FXK0/ljoGIkWCz8bMxqjTvJ5IYToapKkiB4tJSWFJUuWMHfuXLxeb1jdgS1bIiYnACaTiRfefJONUdE0BQJUe728dfAQSw4fYYjLRbLNhkmno9bno7ixkfyGBrxq+GQo6XY7Px8zhliLudPaJ4QQomWSpIgeb+bMmaxYsYL58+c3myI/kujoaN59911mzJjBlW43r+8/wLaKCgC8qsqu6mp2neE4WU4nM1NTmJqUhEF6UIQQottIkiJ6hZkzZ7Jr1y7+8pe/8OKLL1JaWtpsm8TERBYsWMDdd99NSkpwArW445drChsaWVNQwFdlZdT6whfdUYB4i4VRMTFMT0khy+XsiiYJIYQ4C0lSRK+RkpLC4sWLeeCBB1i+fDl79uyhrq4Op9PJ8OHDufzyyzGZTBH3TbXbuGFoNj/KHkK9z09JUxMBTcVmMJBktWJqYap9IYQQ3UeSFNHrmEwmrrnmGq655ppz3ldRFJwmI06T3E4shBA9nVxwF0IIIUSPJEmKEEIIIXqkXpWkvP766+j1eoqLiyPWV1RUMGzYMGbMmBFWfuDAAaZPn47FYmHkyJGsWbOmC6IVQgghRHv0iiQlLy+PW265hVtuuQX1tLksTvD5fFx99dXNVs71+/3MmzePQCDA0qVLmTRpEldffTV5eXldEboQQggh2qhXJCkPP/wwVVVVvPzyyy1us3DhQlJTU7ntttvCyj/66CP27t3LG2+8wZw5c3jhhReIj4/nhRde6OywhRBCCNEOveLunmeffRadTse6desi1q9fv54lS5awbds2nnzyybC6TZs2MXToUDKOr71iNBqZOXMmmzZtingsj8eDx+MJPa6trQWCPTW+0+bX6Ggnjt/Zz9OT9Mc2g7Rb2t339cc2g7T79Ha39+/QK5IU3Rlm/fT5fNx55508/fTTuFyuZvUlJSUkJyeHlSUnJ/P1119HPN6jjz7Kgw8+2Kx85cqV2Gy2c4y8bVatWtUlz9OT9Mc2g7S7v+mP7e6PbQZp9wmNjY3tOl6PSFLWrVvHzJkzI9bl5eWRlpbW4r6vvPIKiYmJzJkzB7/fj6qqaJqG3+/HYDj35i1cuJB77rkn9Li2tpb09HRmz54dMQnqSD6fj1WrVjFr1iyMxv4xj0d/bDNIu6XdfV9/bDNIu09v94mrEW3VI5KUKVOmtDiQ9cT05i15++23WbduXbMXg9FoRNM0kpKSWL9+fVhdcXExSUlJEY9nNpsxm5svKGc0GrvsBdeVz9VT9Mc2g7S7v+mP7e6PbQZp96mP26NHJClms/mMvSVn8swzz1BXVxd6/Pzzz7Nlyxaee+45ACZPnszixYvJy8sjPT0dv9/PunXruPHGGzskdiGEEEJ0jh6RpLTHsGHDwh5/8MEH7Nu3jwkTJgAwZ84chg0bxvXXX8/999/PW2+9RVlZGQsWLOiOcIUQQgjRSr3iFuT2MBgMvPfeeyiKwrx589i0aRNLly4N3e0jhBBCiJ6pV/WkzJgxA03TzrjNokWLmpVlZ2fzySefdFJUQgghhOgMvSpJ6Q4nkqL2jlBuDZ/PR2NjI7W1tf1mwFV/bDNIu6XdfV9/bDNIu09v94nPzrN1MLREkpSzODEoNz09vZsjEUIIIXqnuro6oqKiznk/RWtretNPqKpKYWEhTqcTRVE69blOzMmSl5fX6XOy9BT9sc0g7ZZ29339sc0g7T693ZqmUVdXR2pq6hknZm2J9KSchU6na/Pt0W3lcrn61Ysb+mebQdrd3/THdvfHNoO0+1Rt6UE5oc/f3SOEEEKI3kmSFCGEEEL0SJKk9CBms5kHHngg4rT8fVV/bDNIu6XdfV9/bDNIuzu63TJwVgghhBA9kvSkCCGEEKJHkiRFCCGEED2SJClCCCGE6JEkSRFCCCFEjyRJSjdat24diqI0+xk4cGBomz/96U/N6levXt19QXeQ//znP83a9eKLL4bqS0tLueaaa7BarWRlZfHmm292Y7Qd59lnn2XEiBHYbDbGjBnDkiVLwur76vkGCAQC/OIXvyAmJoa4uDgWLlzY5vU8erJ33nmH8ePHY7PZyM7O5tlnnw3Vne1131tt27atWbvuv/9+ABoaGrj55ptxOBykpqbypz/9qXuD7SBHjhyJ+P59YmbyvniuV69ejc1mY9OmTaGys53f9r6Xy4yz3WjcuHFs2LAh9FhVVW6++WZmzpwZKgsEAkydOpU//vGPobIxY8Z0aZydIRAIkJWVxWuvvRYqy87ODv3+wx/+kIKCAt555x0++eQTbrjhBgYPHsykSZO6I9wOUVBQwGOPPcbPfvYzhg8fzksvvcQPfvAD9u7dG0pM++r5Bnj00Ud59tlnee655/D5fNx5553Ex8fzi1/8ortD6zBNTU38+te/5qabbmLSpEm899573HnnnYwZM4YLL7zwrK/73ioQCGC1Wlm5cmWoLCMjA4D/83/+Dx999BGvvfYahw8f5p577iE9PZ3rrruuu8LtECkpKWHv3wD33nsvdrsdOPt7XG9SUVHB73//e/7617/i8XjC6s52ftv9Xq6JHuPZZ5/VUlJStJqamlDZokWLtB/96EfdGFXnePXVV7Vp06ZFrNu5c6cGaOvXrw+VTZkyRbvhhhu6KrxO4/P5Qr/X1dVpiqJo77zzTqisr57vQCCgJSYmag899FCobOHChVp6eno3RtU5Tj3HmqZpCQkJ2hNPPKFp2plf973ZunXrtLS0tGblVVVVmtFo1F577bVQ2Q9+8APtoosu6srwusSKFSs0q9WqHT16VNO0vnWuH3nkEW369Onae++9pwHaxo0bNU07+/ntiPdyudzTQ/h8Ph5++GHuu+++sHUPiouLMZlMoeWu+4ri4mKsVitVVVXN6jZt2oTNZmPq1KmhstmzZ4d1MfZWBsPJzsvi4mI0TQv7dtVXz/fhw4cpLS1l1qxZobLZs2eTl5dHYWFhN0bW8U49x3V1ddTV1YXO8Zle971ZcXExTqeT8vLysPItW7bg8/manfevvvoKVVW7OsxO9bvf/Y7/+q//CvUg9aVzvXDhQtatW9esV/ds57cj3sslSekh3njjDQKBALfffntYudvtZsmSJURFRTFixIhmYxh6q4aGBrZu3UpsbCyZmZlh1+1LSkpISEhAr9eHypKTkykpKemOUDtFIBDg7rvv5nvf+x7nnXdeqLyvnu8T5y45OTlUduL3vnReT3fPPfcwbtw4rrrqKuDMr/verLa2lvLychITE0lKSuLBBx8EgudWURQSExND2yYnJ+N2u6mpqemucDvcJ598wo4dO/jVr34VKutL57ql1YvPdn474r1ckpRO1tLgWEVRyM/PD233/PPP86Mf/QiLxRK2/yuvvEJVVRVFRUXMmzeP73//+2zfvr2rm3HOztbuhx56iPLyciorK/nv//5v7rrrLpYtW9bdYbdba863qqrcdNNNVFZW8tJLL4Xt31vPt2hu4cKFfPzxxyxZsiT0Jt9XX/e33XYbpaWl1NbW8sc//pE//vGPPPPMM90dVpd5/vnnueqqq8KS8L56rruaJCmdbMqUKeTl5UX8SUlJAYLZ6KZNm/je977X4nGSk5N57LHHSEtLY+nSpV0Vfpu1pt0AMTEx/OIXv2D69Om88847ACQlJVFeXk4gEAhtV1xcTFJSUpe341y1pt23334727dvZ8WKFaFBdqfrbef7bE6cu+Li4lDZid97w3k9V4888givv/46q1evDvvgOiHS674vcDgc3HzzzXz/+9/nnXfeISkpCU3TKC0tDW1TXFyMxWIhKiqqGyPtOD6fjw8//LDF9+++eq6Bs57fjngvl7t7OpnZbCYtLe2M23z44YekpKQwYcKEsx7PaDSGnfCeqjXtPpXBYAi1a/LkyTQ0NLBx40amTZsGBG99mzx5cqfE2pHO1u5XXnmFZcuWsXnzZmJjY896vN5yvs8mKyuLxMTEsPO4atUq0tPTSU1N7eboOtaaNWv44x//yKZNm8jKyjrjtqe+7vuSE+3KycnBYDCwevVqfvSjHwHB8z5x4sQWLyH0Nhs2bKCxsZErr7zyjNv1xXN9tvPbEe/lkqT0ANu2bSMnJ6dZ+bFjx3j99dc5//zzURSFf//73xw4cIArrriiG6LsOG63m4cffpiJEyditVpZtWoVq1at4l//+hcAo0aN4tJLL+WOO+7g8ccfZ8OGDWzcuJEnn3yymyNvv0WLFvGd73yHQ4cOcejQIQCioqIYM2ZMnz3fELym/dOf/pQ//OEPZGVl4ff7efLJJ3nkkUe6O7QO99BDD3H55ZdTVVXFp59+CoDFYmH06NFnfN33Zg888ABjxowhKiqKL774gr///e888sgjREdHc9NNN/GrX/0Ku93OkSNHePPNN/n3v//d3SF3mG3btjFixAisVmuo7GzvcX3F2c5vh7yXd8TtSaJ9LrvsMu2OO+5oVp6bm6tNmzZNs9lsmtls1i644AJtxYoV3RBhxyouLtZmzZqluVwuzWg0amPGjNH++c9/hm1TUlKizZs3T7NYLFpmZmaz+t6otLRUA5r9TJ8+XdO0vnu+T/D7/drPf/5zLSoqSouJidH+53/+R1NVtbvD6nA2m63ZOc7MzGzV67438nq92jXXXKPFxsZqBoNBGzJkiPbnP/9ZCwQCmqZpWn19vXbjjTdqdrtdS05O1p588slujrhjLViwQJszZ05YWV8914cPHw67BVnTzn5+2/termhaH5zyUQghhBC9Xt+4KCiEEEKIPkeSFCGEEEL0SJKkCCGEEKJHkiRFCCGEED2SJClCCCGE6JEkSRFCCCFEjyRJihBCCCF6JElShBDiNB6PB5/P165j1NfXd1A0QvRfkqQIIXqs999/H5fLxQcffNClz3vfffdx6aWXtnn/oqIiBg0aJKveCtFOkqQIIVp08803oyhKxJ9nn322Q56jtraWe+65J+IKsW63m4aGBjweT4c8V2ts3LiRP//5z3znO99p8zFSUlKYOnUqt956K3V1dR0YnRD9iywwKIQ4I51Ox3PPPdes/MSqpu1VWVnJU089FXFV6O985ztce+21GI3GDnmu1li0aBHDhg3jrrvuatdxnnrqKYYMGcJzzz3Hvffe20HRCdG/SJIihDgjRVFYsGBBtz1/VyYoO3fuZOXKlTzzzDPodO3raM7KyuKqq67iqaee4he/+AWKonRQlEL0H3K5RwjRbv/93/9Neno6ZrOZ+Ph4br75Zmpra0P1hYWF/PCHPyQpKQmz2czw4cN57733wo7x29/+NnQp6UQvzbp161AUhX/84x+h7b773e8ybNgw7HY7RqORzMxMFi1ahKqqYccrLS3ltttuIykpCYPBQEJCAtOnTz/j+JYTMc2fPz+sbNq0aSQlJWE0GnE6ndxwww2sXr2a+fPnExcXh9VqZdq0aXz99ddhx7vuuusoLCxk8+bN5/gXFUKA9KQIIVqhuLg47LHRaCQuLi70eMCAAdx2223Exsby+eef8/e//x273c5f//pXAG644QY2bdrEz3/+c5KSkjh48GDY/gDXXnstV155JQDJycktxvLvf/+bnJwc/u///b94PB6WLl3Kgw8+iMVi4b777gOgrq6OadOmcezYMe644w5GjBhBWVkZv/vd75g5cyZXXXVVxGOvXr2a7OxskpKSQmVbt27ls88+4/777yc9PZ0dO3bwzDPP8I9//IOrr76aRYsWUVxczJNPPsn8+fM5dOhQqNdk+vTpAKxatYqJEye26m8thDiFJoQQLbjppps0oNnP+eeff8b9LrvsMi01NTX02OFwaN/+9rcjbnv48GEN0B5++OFmdWvXrtUA7fXXXw+VAdqtt94aeuz3+7XU1FTtvPPOC5UtXrxYA7R333037HiA9sADD7QYd2Zmpnb55ZeHlT3wwAMaoOXl5YXKrr/+eg3QKisrm233xRdfhO1vMBi0BQsWtPicQoiWSU+KEOKMdDodH374YViZy+WKuG1dXR06nY6JEyeyZs2aUPnMmTN5//33eeqpp/jxj39MVFRUh8Wn1+u54IIL+Pjjj0Nly5cvJz09nWuvvfacjlVWVhZxAO/pJk6cyD//+U+OHDlCTEwMADk5OQAUFBSEbRsbG0tpaek5xSGECJIkRQhxRoqiMHfu3Bbr/X4/v/71r3n11VcpKysDwGq1omlaaJt//vOfLF68mAcffJD777+fW265hcWLF3dYshITE0NNTU3ocXFxMQMHDjzn4yiKEhZ3S04kaY2NjaEyh8PRrAxAVdV2D8IVor+S/zlCiHa5//77efzxx5k/fz7vvPMOS5cuZdasWWHbOJ1O/vCHP5Cfn88DDzzAc889x49//GMADIbgd6VAINDmGE6/cyYqKorKyspzPk5iYiIVFRWtfr5TE5pIZZqmUVVVRWJi4jnHIoSQJEUI0U5ff/01MTExPPvss1x33XVcffXVjBs3LuK2DoeDX/3qV1x55ZWsXbsWgISEBACOHDnSYTFdeOGF5Obm8umnn57TftnZ2ezdu7fD4jhw4ACBQIAhQ4Z02DGF6E/kco8Q4ow0TePFF19sVh4bG8v8+fOZOnUqK1eu5Lvf/S7Tp0/HbDazadOmsG2vvfZaJk6cSHx8PMeOHWP16tWhMRxms5np06fz5ptvkp6eTmJiIvv37+fPf/5zm2P++c9/ziuvvMJVV13Ff//3f+NwOFo1Rf2sWbNYuXIl+fn5pKWltfn5T/jkk08AmD17druPJUR/JEmKEOKMVFXltttua1Y+atQo5s+fz29+8xvcbjdvvfUW//nPfzAajSQlJYU+mBsaGvD5fDz55JPU1tYSFxfH1VdfzWOPPRY61ssvv8yCBQt47LHHsNvtjB07tl0L/A0cOJB169Zx77338sQTTxAVFRW6HdhkMrW43zXXXMOvfvUr3nrrrQ6ZJfatt94iKyuL888/v93HEqI/UrTWjBITQohebuvWreTk5PDWW2/xve99r8Xt5s+fz9atW9m/f3+7ZrvNzc1l9OjR/PWvf+UnP/lJm48jRH8mSYoQos85cOAAf/jDHxg6dChOp5P8/HxeffVVDAYDu3fvxmaztbjv9u3bmTBhAr/73e/47W9/2+YYLrnkEo4cOcKuXbuwWCxtPo4Q/Zlc7hFC9Dm1tbXs3buX//znP1RXV5OQkMCll17K4sWLz5igAJx//vncf//9fPHFF21+/uLiYvLy8vj73/8uCYoQ7SA9KUIIcZpAIIBOp2vXooB+vz90e7UQom0kSRFCCCFEjyTzpAghhBCiR5IkRQghhBA9kiQpQgghhOiRJEkRQgghRI8kSYoQQggheiRJUoQQQgjRI0mSIoQQQogeSZIUIYQQQvRI/x/F5xBx19aVPgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "######
\n", "##### Compose summarization plot for mission\n", "#Instantiage a plot, optionally lod the MIT sailing pavilion\n", "fig_tn = plt.figure()\n", "fig_tn.set_figheight(6)\n", "fig_tn.set_figwidth(6)\n", "\n", "#All agents thumbnail\n", "ax1_tn = plt.subplot2grid(shape=(4,4),loc=(0,0),rowspan=4,colspan=4)\n", "\n", "#Text summary\n", "#ax2_tn = plt.subplot2grid(shape=(4,2),loc=(3,0),rowspan=1,colspan=1) \n", "\n", "#img = plt.imread(\"/Users/raymondturrisi/svn/moos-ivp/ivp/data/MIT_SP.tif\")\n", "#ax.imshow(img,extent=[-550, 600, -494, 215])\n", "\n", "#Plot the target waypoints\n", "ax1_tn.set_facecolor('white')\n", "ax1_tn.plot([x for x,y in circuit], [y for x,y in circuit], \n", " marker='o',\n", " markersize=10,\n", " markeredgewidth=3,\n", " markerfacecolor=\"#b3fefeff\",\n", " markeredgecolor=\"k\",\n", " linestyle='None',\n", " zorder= 21)\n", "\n", "#Plot the master thumbnail for the mission\n", "for idx, n in enumerate(agent_names):\n", " if agent_info[n][\"is_leader\"]:\n", " print(n)\n", " ax1_tn.plot(all_data_df[f\"{n}_x\"],all_data_df[f\"{n}_y\"],\n", " color=\"#789ABC\",\n", " linestyle=\":\",\n", " zorder= 20,\n", " linewidth=4)\n", " else:\n", " ax1_tn.plot(all_data_df[f\"{n}_x\"],all_data_df[f\"{n}_y\"],\n", " color=agent_info[n][\"color\"],\n", " linestyle=\"-\",\n", " linewidth=2)\n", "\n", "vertices = [(0, 0), (-1, 1), (1, 1), (2, 0), (1, -1), (-1, -1), (0, 0)]\n", "codes = [1,2,2,2,2,2,79]\n", "p = Path(vertices,codes)\n", "\n", "for idx, n in enumerate(agent_names):\n", " hdgs = all_data_df[f\"{n}_hdg\"].to_numpy()\n", " hdg_start = hdgs[0]\n", " #hdg_start = all_data_df[f\"{n}_hdg\"][0].iloc[0]\n", " x_start = all_data_df[f\"{n}_x\"].iloc[0]\n", " y_start = all_data_df[f\"{n}_y\"].iloc[0]\n", " m = matplotlib.markers.MarkerStyle(p)\n", " m._transform = m.get_transform().rotate_deg(hdg_start)\n", " color = agent_info[n][\"color\"] if idx != 1 else \"#789ABC\"\n", " ax1_tn.scatter(x_start,y_start,\n", " marker=m,\n", " s=200,\n", " c=color,\n", " zorder=100,\n", " edgecolors=\"k\",\n", " linewidth=2)\n", "\n", "ax1_tn.set_aspect('equal',adjustable='box')\n", "#ax1_tn.set_title(f\"Mission <{mission_directory}>\")\n", "ax1_tn.grid(True)\n", "ax1_tn.set_xlabel(\"Easting (m)\",fontsize=12)\n", "ax1_tn.set_ylabel(\"Northing (m)\",fontsize=12)\n", "\n", "if tall_plot == False:\n", " ax1_tn.legend(legend_markers,ncols=2,borderpad=0,facecolor=\"white\",framealpha=1)\n", "else:\n", " ax1_tn.legend(legend_markers,\n", " ncols=1,\n", " borderpad=0,\n", " facecolor=\"white\",\n", " framealpha=1,\n", " loc=\"center right\",\n", " bbox_to_anchor=(1.5,0.5))\n", "\n", "fig_tn.canvas.draw_idle()\n", "plt.savefig(f\"{output_directory}{mission_hash}_tn.png\", dpi=300)\n", "plt.show()\n", "plt.close()\n", "######
" ] }, { "cell_type": "code", "execution_count": 257, "id": "c4429f3d-7a68-4d76-af08-81af79f73fa6", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "###### \n", "fig_det = plt.figure()\n", "fig_det.set_figheight(15)\n", "fig_det.set_figwidth(10)\n", "\n", "### Left hand side\n", "#Leader's track w/rt to time\n", "ax_leader_det = plt.subplot2grid(shape=(6,2),loc=(0,0),rowspan=2,colspan=1)\n", "\n", "#Leader's velocity w/rt to time\n", "ax_leader_vel_det = plt.subplot2grid(shape=(6,2),loc=(2,0),rowspan=2,colspan=1)\n", "\n", "#Near misses/collisions w/rt time\n", "ax_nm_and_cols_det = plt.subplot2grid(shape=(6,2),loc=(4,0),rowspan=1,colspan=1)\n", "\n", "#Plot a histogram of the agents name/order and the total time they spent in a convoy\n", "ax_perc_in_convoy_det = plt.subplot2grid(shape=(6,2),loc=(5,0),rowspan=1,colspan=1)\n", "\n", "### Right hand side (all time sync'd)\n", "#Heading differences for all agents (communicate lag and stability roughly) w/rt time\n", "ax_heading_det = plt.subplot2grid(shape=(6,2),loc=(0,1),rowspan=1,colspan=1)\n", "\n", "#Plot desired rudder\n", "ax_rudder_det = plt.subplot2grid(shape=(6,2),loc=(1,1),rowspan=1,colspan=1)\n", "\n", "#Speed differences for all agents (communicate lag and stability roughly) w/rt time\n", "ax_spd_chngs_det = plt.subplot2grid(shape=(6,2),loc=(2,1),rowspan=1,colspan=1)\n", "\n", "#Plot desired thrust\n", "ax_thrust_det = plt.subplot2grid(shape=(6,2),loc=(3,1),rowspan=1,colspan=1)\n", "\n", "#Range to target\n", "ax_rng_to_trg_det = plt.subplot2grid(shape=(6,2),loc=(4,1),rowspan=1,colspan=1)\n", "\n", "#Plot horizontal bands for the times in which all the agents are in a convoy\n", "ax_in_convoy_det = plt.subplot2grid(shape=(6,2),loc=(5,1),rowspan=1,colspan=1)\n", "\n", "\n", "#Plot the leaders trajectory w/rt to time and the times in which the collection of systems is in a convoy\n", "ln = all_general_info[\"leader\"]\n", "leader_x = all_data_df[f\"{ln}_x\"]\n", "leader_y = all_data_df[f\"{ln}_y\"]\n", "sc = ax_leader_det.scatter(leader_x,leader_y,c=all_data_df.index,s=0.5)\n", "cbar = plt.colorbar(sc,fraction=0.03)\n", "cbar.ax.tick_params(labelsize=6)\n", "ax_leader_det.set_aspect('equal',adjustable='box')\n", "ax_leader_det.set_xlabel(\"Easting (m)\",fontsize=10)\n", "ax_leader_det.set_ylabel(\"Northing (m)\",fontsize=10)\n", "#ax_leader_det.set_title(\"Leader Trajectory and Instances in Convoy\",fontsize=10)\n", "\n", "#get the indices in which all the agents are in a successful convoy\n", "team_convoying = (all_data_df[\"all_in_range\"] == True)\n", "good_convoy_x = leader_x[team_convoying]\n", "good_convoy_y = leader_y[team_convoying]\n", "ax_leader_det.plot(good_convoy_x, good_convoy_y,\n", " linestyle=\"None\",\n", " marker='o',\n", " markersize=3,\n", " markeredgecolor=\"darkorange\",\n", " markerfacecolor='g')\n", "\n", "ax_leader_det.grid(True)\n", "\n", "#Plot the leaders velocity along the trajectory w/rt to time and the times in which the collection of systems is in a convoy\n", "ln = all_general_info[\"leader\"]\n", "leader_x = all_data_df[f\"{ln}_x\"]\n", "leader_y = all_data_df[f\"{ln}_y\"]\n", "sc = ax_leader_vel_det.scatter(leader_x,leader_y,c=all_data_df[f\"{ln}_spd\"],s=0.5)\n", "cbar2 = plt.colorbar(sc,fraction=0.03)\n", "cbar2.ax.tick_params(labelsize=6)\n", "ax_leader_vel_det.set_aspect('equal',adjustable='box')\n", "ax_leader_vel_det.set_xlabel(\"Easting (m)\",fontsize=10)\n", "ax_leader_vel_det.set_ylabel(\"Northing (m)\",fontsize=10)\n", "#ax_leader_vel_det.set_title(\"Leader Velocity Along Trajectory\",fontsize=10)\n", "ax_leader_vel_det.grid(True)\n", "\n", "#Now we plot the differences in headings and speeds for each agent\n", "t = all_data_df.index\n", "legend = []\n", "speed_changes = []\n", "for n in agent_names:\n", " #While this next part looks highly redundant, it isn't and it makes for much nicer plots\n", " hdg_diffs = ((all_data_df[f\"{n}_hdg\"].diff()+180)%360 - 180)\n", " hdg_chngs_with_t = hdg_diffs.cumsum()\n", " spd = (all_data_df[f\"{n}_spd\"])\n", " speed_changes.append(np.abs(spd.diff()).sum())\n", " ax_heading_det.plot(t,hdg_chngs_with_t,linestyle=\":\",marker=\".\",markersize=0.5)\n", " ax_spd_chngs_det.plot(t,spd,linestyle=\":\",marker=\".\",markersize=0.5)\n", " legend.append(all_general_info[\"ordering\"][n])\n", "\n", "mean_speed_changes=np.mean(speed_changes)\n", "ax_heading_det.legend(legend,\n", " ncol=1,\n", " fontsize=8,\n", " borderpad=0,\n", " labelspacing=0,\n", " loc = 'center left',\n", " bbox_to_anchor=(1,0.5))\n", "ax_heading_det.grid(True)\n", "ax_heading_det.set_title(\"Cummulative changes in degrees\",fontsize=8)\n", "ax_heading_det.set_yticklabels(ax_heading_det.get_yticklabels(),fontsize=8)\n", "ax_spd_chngs_det.legend(legend,\n", " ncol=1,\n", " fontsize=8,\n", " borderpad=0,\n", " labelspacing=0,\n", " loc = 'center left',\n", " bbox_to_anchor=(1,0.5))\n", "ax_spd_chngs_det.grid(True)\n", "ax_spd_chngs_det.set_title(\"Cummulative changes in speed (m/s)\",fontsize=8)\n", "ax_spd_chngs_det.set_yticklabels(ax_spd_chngs_det.get_yticklabels(),fontsize=8)\n", "\n", "legend = []\n", "for n in agent_names:\n", " if n == all_general_info[\"leader\"]:\n", " continue \n", " dist_to_target = all_data_df[f\"{n}_trgt_rng\"]\n", " ax_rng_to_trg_det.plot(t,dist_to_target,linestyle=\":\",marker=\".\",markersize=0.3)\n", " legend.append(all_general_info[\"ordering\"][n])\n", "\n", "lr = [t[0], t[-1]]\n", "\n", "if analysis_type == \"cc\":\n", " ax_rng_to_trg_det.plot(lr,agent_info[n][\"slower_rng\"]*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", " ax_rng_to_trg_det.plot(lr,agent_info[n][\"ideal_rng\"]*np.ones([2,1]),linestyle=\":\",c=\"g\",linewidth=1)\n", " ax_rng_to_trg_det.plot(lr,agent_info[n][\"full_lag_rng\"]*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", "else:\n", " ax_rng_to_trg_det.plot(lr,0*np.ones([2,1]),linestyle=\":\",c=\"g\",linewidth=1)\n", " \n", "\n", "#legend.extend([\"Slow Down Range\", \"Ideal Range\", \"Faster Range\"])\n", "ax_rng_to_trg_det.legend(legend,\n", " ncol=1,\n", " fontsize=8,\n", " borderpad=0,\n", " labelspacing=0,\n", " loc = 'center left',\n", " bbox_to_anchor=(1,0.5))\n", "\n", "\n", "ax_rng_to_trg_det.set_ylim([5,15])\n", "\n", "ax_rng_to_trg_det.set_title(\"Distance to target\",fontsize=8)\n", "ax_rng_to_trg_det.set_yticklabels(ax_rng_to_trg_det.get_yticklabels(),fontsize=8)\n", "ax_rng_to_trg_det.grid(True)\n", "\n", "\n", "ax_heading_det.tick_params(labelleft=True, labelbottom=False, left=False, right=False )\n", "ax_spd_chngs_det.tick_params(labelleft=True, labelbottom=False, left=False, right=False )\n", "ax_rng_to_trg_det.tick_params(labelleft=True, labelbottom=False, left=False, right=False )\n", "\n", "\n", "#Now we plot the near misses and collisions w/rt to time\n", "if \"near_miss_total\" not in all_data_df.columns:\n", " nm = -1\n", " cl = -1\n", "else:\n", " nm = all_data_df[\"near_miss_total\"]\n", " cl = all_data_df[\"collision_total\"]\n", "\n", " ax_nm_and_cols_det.plot(t,nm)\n", " ax_nm_and_cols_det.plot(t,cl)\n", " ax_nm_and_cols_det.legend([\"Near Misses\", \"Collisions\"],\n", " ncol=1,\n", " fontsize=8,\n", " borderpad=0,\n", " labelspacing=0)\n", " pos = ax_nm_and_cols_det.get_position()\n", " #ax_nm_and_cols_det.set_position([0.125,0.45,0.352,0.15])\n", " ax_nm_and_cols_det.grid(True)\n", "\n", "#The Y axis is the order of the agents, the collective convoy is idx 0\n", "legend_markers2 = []\n", "max_order = 0\n", "for k,v in agent_info.items():\n", " if k == all_general_info['leader']:\n", " continue\n", " order = all_general_info['ordering'][k]\n", " if order > max_order:\n", " max_order = order\n", " ax_in_convoy_det.scatter(t,all_data_df[f\"{k}_in_rng\"]*order,s=1.5)\n", " legend_markers2.append(f\"{order}\")\n", "legend_markers2.append(f\"All\")\n", "ax_in_convoy_det.scatter(t,all_data_df[\"all_in_range\"],s=1.5)\n", "ax_in_convoy_det.set_ylim([0.2,max_order+1])\n", "ax_in_convoy_det.grid(True)\n", "ax_in_convoy_det.set_title(\"In convoy (bool)\",fontsize=8)\n", "ax_in_convoy_det.set_yticklabels(ax_in_convoy_det.get_yticklabels(),fontsize=8)\n", "ax_in_convoy_det.set_ylabel(\"Agent order\",fontsize=8)\n", "ax_in_convoy_det.set_xlabel(\"Time (s)\",fontsize=8)\n", "\n", "ax_in_convoy_det.legend(legend_markers2,\n", " ncol=1,\n", " fontsize=8,\n", " borderpad=0,\n", " labelspacing=0,\n", " loc = 'center left',\n", " bbox_to_anchor=(1,0.5))\n", "\n", "#Now plot a histogram of the total time each agent spent within a histogram\n", "#Sort the order they are plotted by the order in which they are in\n", "# all_agents_sum, follower_1, follower_2, ...\n", "\n", "# Consider % time spent in convoy\n", "# Consider the average range from target\n", "try:\n", " times_entered_convoy = all_data_df[\"all_in_range_transition\"].value_counts()[1]\n", "except:\n", " times_entered_convoy = 0\n", "\n", "try:\n", " times_exited_convoy = all_data_df[\"all_in_range_transition\"].value_counts()[-1]\n", "except:\n", " times_exited_convoy = 0\n", "\n", "\n", "\n", "total_time_in_convoy = dict()\n", "mission_duration = all_data_df.index[-1]-all_data_df.index[0]\n", "\n", "\n", "\n", "for a in agent_names:\n", " if a == all_general_info['leader']:\n", " continue\n", " #Take differences in time for all measurements, for all cases in which this agent is also in a convoy, take the cummulative time of the \n", " a_in_convoy = all_data_df[f\"{a}_in_rng\"]\n", " iic = np.array(t_diff[a_in_convoy])\n", " iic = iic[~np.isnan(iic)] \n", " total_time_in_convoy[a] = iic.sum()/mission_duration\n", "all_in_convoy = all_data_df[f\"all_in_range\"] \n", "total_time_in_convoy['all'] = np.array(t_diff[all_in_convoy]).sum()/mission_duration\n", "\n", "x = [\"all_agents\"]\n", "y = [total_time_in_convoy['all']]\n", "\n", "ordering_sortable = [(k,v) for k,v in all_general_info['ordering'].items()]\n", "ordering = sorted(ordering_sortable,key=lambda k: k[1])\n", "rl = dict([(v,k) for k,v in all_general_info['ordering'].items()])\n", "\n", "x.extend([f\"{k}_{v}\" for k,v in ordering if k != ln])\n", "y.extend([total_time_in_convoy[rl[v]] for k,v in ordering if k != ln])\n", "\n", "\n", "# Plotting the % time in which an agent is in a convoy w/rt mission duration\n", "barplot = ax_perc_in_convoy_det.bar(x,y,color=\"darkorange\")\n", "ax_perc_in_convoy_det.set_xticklabels(x,rotation=45,fontsize=8)\n", "\n", "ax_perc_in_convoy_det.set_ylabel(\"% Time in Convoy\",fontsize=8)\n", "ax_perc_in_convoy_det.set_yticks(np.linspace(-0.1,1.1,6).round())\n", "ax_perc_in_convoy_det.bar_label(barplot, [f\"{p*100:0.0f}%\" for p in y],fontsize=8)\n", "ax_perc_in_convoy_det.grid(False)\n", "#ax_perc_in_convoy_det.set_position([0.125,0.26,0.352,0.15])\n", "\n", "\n", "# Plotting the desired rudder/desired thrust for each of the agents\n", "legend = []\n", "for n in agent_names:\n", " rudder = all_data_df[f\"{n}_rudder\"]\n", " ax_rudder_det.plot(t,rudder,linestyle=\":\",marker=\".\",markersize=0.5)\n", " legend.append(all_general_info[\"ordering\"][n])\n", "\n", "ax_rudder_det.legend(legend,\n", " ncol=1,\n", " fontsize=8,\n", " borderpad=0,\n", " labelspacing=0,\n", " loc = 'center left',\n", " bbox_to_anchor=(1,0.5))\n", "ax_rudder_det.set_ylim([-101, 101])\n", "\n", "ax_rudder_det.set_title(\"Rudder\",fontsize=8)\n", "ax_rudder_det.set_yticklabels(ax_rudder_det.get_yticklabels(),fontsize=8)\n", "\n", "legend = []\n", "for n in agent_names:\n", " thrust = all_data_df[f\"{n}_thrust\"]\n", " ax_thrust_det.plot(t,thrust,linestyle=\":\",marker=\".\",markersize=0.5)\n", " legend.append(all_general_info[\"ordering\"][n])\n", "\n", "ax_thrust_det.legend(legend,\n", " ncol=1,\n", " fontsize=8,\n", " borderpad=0,\n", " labelspacing=0,\n", " loc = 'center left',\n", " bbox_to_anchor=(1,0.5))\n", "\n", "ax_thrust_det.set_ylim([-1, 101])\n", "\n", "ax_thrust_det.set_title(\"Thrust\",fontsize=8)\n", "\n", "ax_thrust_det.set_yticklabels(ax_thrust_det.get_yticklabels(),fontsize=8)\n", "\n", "ax_thrust_det.grid(True)\n", "\n", "ax_heading_det.tick_params(labelleft=True, labelbottom=False, left=False, right=False )\n", "ax_spd_chngs_det.tick_params(labelleft=True, labelbottom=False, left=False, right=False )\n", "ax_rng_to_trg_det.tick_params(labelleft=True, labelbottom=False, left=False, right=False )\n", "#ax6_det.tick_params(labelleft=True, labelbottom=False, left=False, right=False )\n", "ax_rudder_det.tick_params(labelleft=True, labelbottom=False, left=False, right=False )\n", "ax_thrust_det.tick_params(labelleft=True, labelbottom=False, left=False, right=False )\n", "\n", "#ax8_det.tick_params(labelleft=True, labelbottom=False, left=False, right=False )\n", "\n", "fig_det.suptitle(f\"Synopsis {mission_hash} \")\n", "\n", "\n", "\n", "plt.savefig(f\"{output_directory}{mission_hash}_det.png\", dpi=150)\n", "plt.show()\n", "plt.close()\n", "###### \n", "\n", "##### " ] }, { "cell_type": "code", "execution_count": null, "id": "8118fd74-c542-48d0-95b2-67130b63b96f", "metadata": { "tags": [] }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 258, "id": "ef87729d-953c-41b4-bb9b-dcebc740c7db", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "###### \n", "fig_det = plt.figure()\n", "fig_det.set_figheight(15)\n", "fig_det.set_figwidth(10)\n", "\n", "### Left hand side\n", "#Leader's track w/rt to time\n", "ax_leader_det = plt.subplot2grid(shape=(8,2),loc=(0,0),rowspan=2,colspan=1)\n", "\n", "ax_leader_det.xaxis.set_label_position(\"top\")\n", "#ax_leader_det.xaxis.tick_top()\n", "\n", "#Leader's velocity w/rt to time\n", "ax_leader_vel_det = plt.subplot2grid(shape=(8,2),loc=(2,0),rowspan=2,colspan=1,sharex=ax_leader_det)\n", "\n", "#Leader's where in the leaders track all the agents are in the convoy\n", "ax_leader_incnvy_det = plt.subplot2grid(shape=(8,2),loc=(4,0),rowspan=2,colspan=1,sharex=ax_leader_det)\n", "\n", "### Right hand side (all time sync'd)\n", "\n", "#Deviation from IDF\n", "ax_idf_det = plt.subplot2grid(shape=(8,2),loc=(0,1),rowspan=1,colspan=1)\n", "ax_idf_det.yaxis.set_label_position(\"right\")\n", "ax_idf_det.yaxis.tick_right()\n", "\n", "#Speed differences for all agents (communicate lag and stability roughly) w/rt time\n", "ax_des_speed_det = plt.subplot2grid(shape=(8,2),loc=(1,1),rowspan=1,colspan=1)\n", "ax_des_speed_det.yaxis.set_label_position(\"right\")\n", "ax_des_speed_det.yaxis.tick_right()\n", "\n", "#Plot horizontal bands for the times in which all the agents are in a convoy\n", "ax_in_convoy_det = plt.subplot2grid(shape=(8,2),loc=(2,1),rowspan=1,colspan=1)\n", "ax_in_convoy_det.yaxis.set_label_position(\"right\")\n", "ax_in_convoy_det.yaxis.tick_right()\n", "\n", "# straightness index barplot\n", "ax_si_det = plt.subplot2grid(shape=(8,2),loc=(3,1),rowspan=1,colspan=1)\n", "ax_si_det.yaxis.set_label_position(\"right\")\n", "ax_si_det.yaxis.tick_right()\n", "\n", "# turning index bar plot\n", "ax_ti_det = plt.subplot2grid(shape=(8,2),loc=(5,1),rowspan=1,colspan=1)\n", "ax_ti_det.yaxis.set_label_position(\"right\")\n", "ax_ti_det.yaxis.tick_right()\n", "\n", "\n", "## Bottom\n", "#Plot a histogram of the agents name/order and the total time they spent in a convoy\n", "ax_perc_in_convoy_det = plt.subplot2grid(shape=(8,2),loc=(6,0),rowspan=2,colspan=2)\n", "\n", "\n", "###PLOTTING LEFT SIDE\n", "#Plot the leaders trajectory w/rt to time and the times in which the collection of systems is in a convoy\n", "ln = all_general_info[\"leader\"]\n", "leader_x = all_data_df[f\"{ln}_x\"]\n", "leader_y = all_data_df[f\"{ln}_y\"]\n", "sc = ax_leader_det.scatter(leader_x,leader_y,c=all_data_df.index,s=0.5)\n", "cbar = plt.colorbar(sc,fraction=0.05)\n", "cbar.ax.tick_params(labelsize=10)\n", "ax_leader_det.set_aspect('equal',adjustable='box')\n", "#ax_leader_det.set_xlabel(\"Easting (m)\",fontsize=10)\n", "#ax_leader_det.set_ylabel(\"Northing (m)\",fontsize=10)\n", "ax_leader_det.set_ylabel(\"Leader's trajectory over time\",fontsize=12)\n", "tix = ax_leader_det.get_yticks()\n", "ax_leader_det.set_yticklabels([\"\" for _ in tix])\n", "\n", "ax_leader_det.grid(True)\n", "\n", "# Along the leaders trajectory plot when all agents are in a convoy\n", "ln = all_general_info[\"leader\"]\n", "leader_x = all_data_df[f\"{ln}_x\"]\n", "leader_y = all_data_df[f\"{ln}_y\"]\n", "sc = ax_leader_incnvy_det.scatter(leader_x,leader_y,s=0.5, color=\"r\", label=\"Leader\")\n", "ax_leader_incnvy_det.set_aspect('equal',adjustable='box')\n", "#ax_leader_incnvy_det.set_xlabel(\"Easting (m)\",fontsize=10)\n", "#ax_leader_incnvy_det.set_ylabel(\"Northing (m)\",fontsize=10)\n", "ax_leader_incnvy_det.set_ylabel(\"All agents in convoy along leader trajectory\",fontsize=12)\n", "\n", "#get the indices in which all the agents are in a successful convoy\n", "team_convoying = (all_data_df[\"all_in_range\"] == True)\n", "good_convoy_x = leader_x[team_convoying]\n", "good_convoy_y = leader_y[team_convoying]\n", "ax_leader_incnvy_det.plot(good_convoy_x, good_convoy_y,\n", " linestyle=\"None\",\n", " marker='o',\n", " markersize=2,\n", " markeredgecolor=\"#789ABC\", ##789ABC #84c92a\n", " markerfacecolor='#789ABC',\n", " label=\"All in Range\")\n", "\n", "ax_leader_incnvy_det.legend(markerscale=3)\n", "\n", "ax_leader_incnvy_det.grid(True)\n", "\n", "ax_leader_incnvy_det.set_xticklabels([])\n", "ax_leader_incnvy_det.set_yticklabels([])\n", "\n", "\n", "#Plot the leaders velocity along the trajectory w/rt to time and the times in which the collection of systems is in a convoy\n", "ln = all_general_info[\"leader\"]\n", "leader_x = all_data_df[f\"{ln}_x\"]\n", "leader_y = all_data_df[f\"{ln}_y\"]\n", "sc = ax_leader_vel_det.scatter(leader_x,leader_y,c=all_data_df[f\"{ln}_spd\"],s=0.5,cmap=\"inferno\")\n", "cbar2 = plt.colorbar(sc,fraction=0.03)\n", "cbar2.ax.tick_params(labelsize=10)\n", "ax_leader_vel_det.set_aspect('equal',adjustable='box')\n", "ax_leader_vel_det.set_title(\"Leader's Velocity Along Trajectory\",fontsize=12)\n", "ax_leader_vel_det.grid(True)\n", "\n", "# Calculating the mean speed\n", "#mean_speed = all_data_df[f\"{ln}_spd\"].mean()\n", "\n", "# Directly use the color bar's normalization to find the correct position\n", "#mean_position = cbar2.norm(mean_speed)+0.6\n", "\n", "# Add a marker for the mean value on the color bar\n", "#cbar2.ax.axhline(mean_position, color='white', linestyle='--', linewidth=2)\n", "\n", "ax_leader_vel_det.set_xticklabels([])\n", "ax_leader_vel_det.set_yticklabels([])\n", "\n", "def move_axis_to_left(ax, shift_amount):\n", " pos = ax.get_position()\n", " new_pos = [pos.x0 - shift_amount, pos.y0, pos.width, pos.height]\n", " ax.set_position(new_pos)\n", " \n", "if tall_plot:\n", " move_axis_to_left(ax_leader_det, 0.02+0.05)\n", " move_axis_to_left(ax_leader_vel_det, 0.03+0.05)\n", " move_axis_to_left(ax_leader_incnvy_det, -0.05+0.05)\n", " ax_leader_incnvy_det.legend(markerscale=3,\n", " bbox_to_anchor=(1.1,0.5))\n", "\n", "\n", "#### PLOTTING RIGHT SIDE\n", "\n", "# Distance to target\n", "legend = []\n", "\n", "ers = pd.DataFrame()\n", "for n in agent_names:\n", " if n == all_general_info[\"leader\"]:\n", " continue\n", " all_data_df[f\"{n}_trgt_err\"] = 10 - all_data_df[f\"{n}_trgt_rng\"]\n", " ers[f\"{n}_trgt_err\"] = all_data_df[f\"{n}_trgt_err\"]\n", " \n", "mean = ers.mean(axis=1)\n", "std = ers.std(axis=1)\n", "\n", "ax_idf_det.fill_between(ers.index, mean - std, mean + std, color='#5FBFC0', alpha=0.3,label=\"$\\overline{r_e}$ $\\pm \\sigma_r$\")\n", "sns.lineplot(data=mean,markersize=0.3,ax=ax_idf_det,color='#F37B4D',ci=None,label=\"$\\overline{r_e}$\")\n", "ax_idf_det.legend(ncols=2)\n", "\n", "ax_idf_det.set_title(\"Nominal follow range error\",fontsize=12)\n", "ax_idf_det.set_xticklabels([])\n", "ax_idf_det.set_ylim([-24, 5])\n", "ax_idf_det.set_xlabel(\"\")\n", "ax_idf_det.grid(True)\n", "ax_idf_det.set_facecolor(\"#f0f0f0\")\n", "\n", "lr = [t[0], t[-1]]\n", "\n", "if analysis_type == \"cc\":\n", " #ax_idf_det.plot(lr,(agent_info[n][\"slower_rng\"]-agent_info[n][\"ideal_rng\"])*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", " ax_idf_det.plot(lr,(4)*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", " ax_idf_det.plot(lr,0*np.ones([2,1]),linestyle=\":\",c=\"g\",linewidth=1)\n", " #ax_idf_det.plot(lr,(agent_info[n][\"full_lag_rng\"]-agent_info[n][\"ideal_rng\"])*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", " ax_idf_det.plot(lr,(-4)*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", "else:\n", " ax_idf_det.plot(lr,(4)*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", " ax_idf_det.plot(lr,0*np.ones([2,1]),linestyle=\":\",c=\"g\",linewidth=1)\n", " ax_idf_det.plot(lr,(-4)*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", " \n", "# Speeds\n", "\n", "ers_spd = pd.DataFrame()\n", "for n in agent_names:\n", " ers_spd[f\"{n}_spd_err\"] = desired_speed_fm - all_data_df[f\"{n}_spd\"]\n", " \n", "mean = ers_spd.mean(axis=1)\n", "std = ers_spd.std(axis=1)\n", "\n", "#ax_des_speed_det.fill_between(ers.index, mean - std, mean + std, color='blue', alpha=0.3)\n", "\n", "ax_des_speed_det.fill_between(ers.index, mean - std, mean + std, color='#5FBFC0', alpha=0.3,label=\"$\\overline{u_e}$ $\\pm \\sigma_u$\")\n", "sns.lineplot(data=mean,ax=ax_des_speed_det,color='#F37B4D',ci=None,label=\"$\\overline{u_e}$\")\n", "ax_des_speed_det.legend(ncols=2)\n", "\n", "\n", "ax_des_speed_det.set_title(\"Nominal speed error\",fontsize=12)\n", "ax_des_speed_det.set_xticklabels([])\n", "ax_des_speed_det.set_xlabel(\"\")\n", "ax_des_speed_det.set_facecolor(\"#f0f0f0\")\n", "\n", "#ax_des_speed_det.set_xticks(np.linspace(0,2,4))\n", "\n", "ax_des_speed_det.grid(True)\n", "\n", "# In convoy bands\n", " \n", "#The Y axis is the order of the agents, the collective convoy is idx 0\n", "legend_markers2 = []\n", "max_order = 0\n", "i = 0\n", "for k,v in agent_info.items():\n", " i=i+1\n", " if k == all_general_info['leader']:\n", " continue\n", " order = all_general_info['ordering'][k]\n", " if order > max_order:\n", " max_order = order\n", " ax_in_convoy_det.scatter(t,all_data_df[f\"{k}_in_rng\"]*order,s=2,color=themed_colors[i])\n", " legend_markers2.append(f\"{order}\")\n", " \n", "legend_markers2.append(f\"All\")\n", "ax_in_convoy_det.scatter(t,all_data_df[\"all_in_range\"],s=2,color=\"#789ABC\")\n", "\n", "ax_in_convoy_det.set_ylim([0.2,max_order+1])\n", "ax_in_convoy_det.grid(True)\n", "ax_in_convoy_det.set_title(\"In convoy\",fontsize=12)\n", "ax_in_convoy_det.set_yticklabels(ax_in_convoy_det.get_yticklabels(),fontsize=12)\n", "ax_in_convoy_det.set_ylabel(\"Agent order\",fontsize=12)\n", "ax_in_convoy_det.set_xlabel(\"Time (s)\",fontsize=12)\n", "\n", "\n", "ax_in_convoy_det.set_yticks([1,2,3,4,5])\n", "\n", "ax_in_convoy_det.set_yticklabels([\"All\", \"k=1\", \"k=2\", \"k=3\", \"k=4\"])\n", "\n", "ax_in_convoy_det.set_facecolor(\"#f0f0f0\")\n", "\n", "\n", "# Straightness index\n", "\n", "x = [\"all_agents\"]\n", "y = [straightness_index]\n", "\n", "ordering_sortable = [(k,v) for k,v in all_general_info['ordering'].items()]\n", "ordering = sorted(ordering_sortable,key=lambda k: k[1])\n", "rl = dict([(v,k) for k,v in all_general_info['ordering'].items()])\n", "\n", "x.extend([f\"{k}_{v}\" for k,v in ordering if k != ln])\n", "y.extend([agent_straightnesses[rl[v]] for k,v in ordering if k != ln])\n", "\n", "\n", "barplot = ax_si_det.bar(x,y,color=\"#FAA15A\")\n", "ax_si_det.set_xticklabels([\"Mean\", \"k=1\", \"k=2\", \"k=3\", \"k=4\"],rotation=45,fontsize=12)\n", "\n", "ax_si_det.set_ylabel(\"Straightness Index\",fontsize=12)\n", "ax_si_det.set_yticks([0,1,1.2])\n", "\n", "\n", "ax_si_det.bar_label(barplot, [f\"{p:0.2f}\" for p in y],fontsize=12)\n", "\n", "ax_si_det.set_yticklabels([\"0\", \"1\", \" \"],fontsize=12)\n", "ax_si_det.grid(False)\n", "\n", "pos = ax_si_det.get_position()\n", "\n", "new_pos = [pos.x0, pos.y0-0.03, pos.width, pos.height]\n", "ax_si_det.set_position(new_pos)\n", "\n", "\n", "\n", "# Turning index\n", "\n", "x = [\"all_agents\"]\n", "y = [turn_index]\n", "\n", "ordering_sortable = [(k,v) for k,v in all_general_info['ordering'].items()]\n", "ordering = sorted(ordering_sortable,key=lambda k: k[1])\n", "rl = dict([(v,k) for k,v in all_general_info['ordering'].items()])\n", "\n", "x.extend([f\"{k}_{v}\" for k,v in ordering if k != ln])\n", "y.extend([agent_turninesses[rl[v]] for k,v in ordering if k != ln])\n", "\n", "\n", "barplot = ax_ti_det.bar(x,y,color=\"#FAA15A\")\n", "ax_ti_det.set_xticklabels([\"Mean\", \"k=1\", \"k=2\", \"k=3\", \"k=4\"],rotation=45,fontsize=12)\n", "\n", "ax_ti_det.set_ylabel(\"Turning Index\",fontsize=12)\n", "ax_ti_det.set_yticks([0,1,1.2])\n", "\n", "ax_ti_det.bar_label(barplot, [f\"{p:0.2f}\" for p in y],fontsize=12)\n", "\n", "ax_ti_det.set_yticklabels([\"0\", \"1\", \"\"],fontsize=12)\n", "ax_ti_det.grid(False)\n", "\n", "pos = ax_ti_det.get_position()\n", "\n", "new_pos = [pos.x0, pos.y0+0.03, pos.width, pos.height]\n", "ax_ti_det.set_position(new_pos)\n", "\n", "\n", "\n", "#lr = [t[0], t[-1]]\n", "\n", "#Now plot a histogram of the total time each agent spent within a histogram\n", "#Sort the order they are plotted by the order in which they are in\n", "# all_agents_sum, follower_1, follower_2, ...\n", "\n", "\n", "\n", "total_time_in_convoy = dict()\n", "mission_duration = all_data_df.index[-1]-all_data_df.index[0]\n", "\n", "\n", "for a in agent_names:\n", " if a == all_general_info['leader']:\n", " continue\n", " #Take differences in time for all measurements, for all cases in which this agent is also in a convoy, take the cummulative time of the \n", " a_in_convoy = all_data_df[f\"{a}_in_rng\"]\n", " iic = np.array(t_diff[a_in_convoy])\n", " iic = iic[~np.isnan(iic)] \n", " total_time_in_convoy[a] = iic.sum()/mission_duration\n", "all_in_convoy = all_data_df[f\"all_in_range\"] \n", "total_time_in_convoy['all'] = np.array(t_diff[all_in_convoy]).sum()/mission_duration\n", "\n", "\n", "\n", "#### PLOTTING BOTTOM\n", "# Plotting the % time in which an agent is in a convoy w/rt mission duration\n", "\n", "x = [\"all_agents\"]\n", "y = [total_time_in_convoy['all']]\n", "\n", "ordering_sortable = [(k,v) for k,v in all_general_info['ordering'].items()]\n", "ordering = sorted(ordering_sortable,key=lambda k: k[1])\n", "rl = dict([(v,k) for k,v in all_general_info['ordering'].items()])\n", "\n", "x.extend([f\"{k}_{v}\" for k,v in ordering if k != ln])\n", "y.extend([total_time_in_convoy[rl[v]] for k,v in ordering if k != ln])\n", "\n", "barplot = ax_perc_in_convoy_det.bar(x,y,color=\"#FAA15A\")\n", "ax_perc_in_convoy_det.set_xticklabels([\"All\", \"k=1\", \"k=2\", \"k=3\", \"k=4\"],rotation=45,fontsize=14)\n", "\n", "ax_perc_in_convoy_det.set_ylabel(\"% Time in Convoy\",fontsize=12)\n", "ax_perc_in_convoy_det.set_yticks(np.linspace(-0.1,1.1,2).round())\n", "\n", "ax_perc_in_convoy_det.bar_label(barplot, [f\"{p*100:0.0f}%\" for p in y],fontsize=12)\n", "\n", "ax_perc_in_convoy_det.set_yticklabels([\"0%\", \"100%\"],fontsize=12)\n", "ax_perc_in_convoy_det.grid(False)\n", "\n", "\n", "#ax_heading_det.tick_params(labelleft=True, labelbottom=False, left=False, right=False )\n", "#ax_spd_chngs_det.tick_params(labelleft=True, labelbottom=False, left=False, right=False )\n", "#ax_rng_to_trg_det.tick_params(labelleft=True, labelbottom=False, left=False, right=False )\n", "\n", "plt.savefig(f\"{output_directory}{mission_hash}_det.png\", dpi=150)\n", "plt.show()\n", "plt.close()\n", "###### \n", "\n", "###### " ] }, { "cell_type": "code", "execution_count": 259, "id": "9b3b4dc1-6d2e-466c-b5be-b4f7ed7caedf", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "abe\n", "deb\n", "ben\n", "fin\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "###### \n", "fig_det = plt.figure()\n", "fig_det.set_figheight(10)\n", "fig_det.set_figwidth(10)\n", "\n", "### Left hand side\n", "#Leader's track w/rt to time\n", "ax_leader_det = plt.subplot2grid(shape=(6,2),loc=(0,0),rowspan=3,colspan=1)\n", "\n", "ax_leader_det.xaxis.set_label_position(\"top\")\n", "#ax_leader_det.xaxis.tick_top()\n", "\n", "#Leader's where in the leaders track all the agents are in the convoy\n", "ax_leader_incnvy_det = plt.subplot2grid(shape=(6,2),loc=(3,0),rowspan=3,colspan=1,sharex=ax_leader_det)\n", "\n", "### Right hand side (all time sync'd)\n", "\n", "#Deviation from IDF\n", "ax_idf_det = plt.subplot2grid(shape=(6,2),loc=(0,1),rowspan=2,colspan=1)\n", "ax_idf_det.yaxis.set_label_position(\"right\")\n", "ax_idf_det.yaxis.tick_right()\n", "\n", "#Speed differences for all agents (communicate lag and stability roughly) w/rt time\n", "ax_des_speed_det = plt.subplot2grid(shape=(6,2),loc=(2,1),rowspan=2,colspan=1)\n", "ax_des_speed_det.yaxis.set_label_position(\"right\")\n", "ax_des_speed_det.yaxis.tick_right()\n", "\n", "#Plot horizontal bands for the times in which all the agents are in a convoy\n", "ax_in_convoy_det = plt.subplot2grid(shape=(6,2),loc=(4,1),rowspan=2,colspan=1)\n", "ax_in_convoy_det.yaxis.set_label_position(\"right\")\n", "ax_in_convoy_det.yaxis.tick_right()\n", "\n", "\n", "###PLOTTING LEFT SIDE\n", "#Plot the leaders trajectory w/rt to time and the times in which the collection of systems is in a convoy\n", "ln = all_general_info[\"leader\"]\n", "leader_x = all_data_df[f\"{ln}_x\"]\n", "leader_y = all_data_df[f\"{ln}_y\"]\n", "sc = ax_leader_det.scatter(leader_x,leader_y,c=all_data_df.index,s=0.5)\n", "cbar = plt.colorbar(sc,fraction=0.05)\n", "if tall_plot:\n", " cbar = plt.colorbar(sc,fraction=0.05,pad=0.0)\n", "\n", "###\n", "if tall_plot:\n", " pos = cbar.ax.get_position()\n", "\n", " new_pos = [pos.x0 - 0.05, pos.y0, pos.width, pos.height] # Adjust the 0.05 as needed to shift\n", "\n", " cbar.ax.set_position(new_pos)\n", "\n", "###\n", "\n", "\n", "cbar.ax.tick_params(labelsize=10)\n", "\n", "ax_leader_det.set_aspect('equal',adjustable='box')\n", "ax_leader_det.set_ylabel(\"Leader's trajectory over time\",fontsize=14)\n", "tix = ax_leader_det.get_yticks()\n", "ax_leader_det.set_yticklabels([\"\" for _ in tix])\n", "\n", "ax_leader_det.grid(True)\n", "\n", "# Along the leaders trajectory plot when all agents are in a convoy\n", "ln = all_general_info[\"leader\"]\n", "leader_x = all_data_df[f\"{ln}_x\"]\n", "leader_y = all_data_df[f\"{ln}_y\"]\n", "sc = ax_leader_incnvy_det.scatter(leader_x,leader_y,s=0.5, color=\"r\", label=\"Leader\")\n", "ax_leader_incnvy_det.set_aspect('equal',adjustable='box')\n", "#ax_leader_incnvy_det.set_xlabel(\"Easting (m)\",fontsize=10)\n", "#ax_leader_incnvy_det.set_ylabel(\"Northing (m)\",fontsize=10)\n", "ax_leader_incnvy_det.set_ylabel(\"All agents in convoy \\nalong leader trajectory\",fontsize=14)\n", "\n", "#get the indices in which all the agents are in a successful convoy\n", "team_convoying = (all_data_df[\"all_in_range\"] == True)\n", "good_convoy_x = leader_x[team_convoying]\n", "good_convoy_y = leader_y[team_convoying]\n", "ax_leader_incnvy_det.plot(good_convoy_x, good_convoy_y,\n", " linestyle=\"None\",\n", " marker='o',\n", " markersize=2,\n", " markeredgecolor=\"#789ABC\", ##789ABC #84c92a\n", " markerfacecolor='#789ABC',\n", " label=\"All in range\")\n", "\n", "ax_leader_incnvy_det.legend(markerscale=3)\n", "\n", "ax_leader_incnvy_det.grid(True)\n", "\n", "ax_leader_incnvy_det.set_xticklabels([])\n", "ax_leader_incnvy_det.set_yticklabels([])\n", "\n", "def move_axis_to_left(ax, shift_amount):\n", " pos = ax.get_position()\n", " new_pos = [pos.x0 - shift_amount, pos.y0, pos.width, pos.height]\n", " ax.set_position(new_pos)\n", " \n", "if tall_plot:\n", " move_axis_to_left(ax_leader_det, 0.02+0.05)\n", " move_axis_to_left(ax_leader_incnvy_det, 0.00)\n", " ax_leader_incnvy_det.legend(markerscale=3,\n", " bbox_to_anchor=(1.1,0.5))\n", "\n", "\n", "#### PLOTTING RIGHT SIDE\n", "\n", "# Distance to target\n", "legend = []\n", "\n", "ers = pd.DataFrame()\n", "for n in agent_names:\n", " if n == all_general_info[\"leader\"]:\n", " continue\n", " all_data_df[f\"{n}_trgt_err\"] = 10 - all_data_df[f\"{n}_trgt_rng\"]\n", " ers[f\"{n}_trgt_err\"] = all_data_df[f\"{n}_trgt_err\"]\n", " \n", "mean = ers.mean(axis=1)\n", "std = ers.std(axis=1)\n", "\n", "ax_idf_det.fill_between(ers.index, mean - std, mean + std, color='#5FBFC0', alpha=0.3,label=\"$\\overline{r_e}$ $\\pm \\sigma_r$\")\n", "sns.lineplot(data=mean,markersize=0.3,ax=ax_idf_det,color='#F37B4D',ci=None,label=\"$\\overline{r_e}$\")\n", "ax_idf_det.legend(ncols=2)\n", "\n", "ax_idf_det.set_ylabel(\"Nominal follow \\nrange error (m)\",fontsize=14)\n", "ax_idf_det.set_xticklabels([])\n", "ax_idf_det.set_ylim([-24, 5])\n", "ax_idf_det.set_xlabel(\"\")\n", "ax_idf_det.grid(True)\n", "ax_idf_det.set_facecolor(\"#f0f0f0\")\n", "\n", "lr = [t[0], t[-1]]\n", "\n", "if analysis_type == \"cc\":\n", " #ax_idf_det.plot(lr,(agent_info[n][\"slower_rng\"]-agent_info[n][\"ideal_rng\"])*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", " ax_idf_det.plot(lr,(4)*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", " ax_idf_det.plot(lr,0*np.ones([2,1]),linestyle=\":\",c=\"g\",linewidth=1)\n", " #ax_idf_det.plot(lr,(agent_info[n][\"full_lag_rng\"]-agent_info[n][\"ideal_rng\"])*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", " ax_idf_det.plot(lr,(-4)*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", "else:\n", " ax_idf_det.plot(lr,(4)*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", " ax_idf_det.plot(lr,0*np.ones([2,1]),linestyle=\":\",c=\"g\",linewidth=1)\n", " ax_idf_det.plot(lr,(-4)*np.ones([2,1]),linestyle=\"--\",c=\"m\",linewidth=3)\n", " \n", "# Speeds\n", "\n", "ers_spd = pd.DataFrame()\n", "for n in agent_names:\n", " ers_spd[f\"{n}_spd_err\"] = desired_speed_fm - all_data_df[f\"{n}_spd\"]\n", " \n", "mean = ers_spd.mean(axis=1)\n", "std = ers_spd.std(axis=1)\n", "\n", "#ax_des_speed_det.fill_between(ers.index, mean - std, mean + std, color='blue', alpha=0.3)\n", "\n", "ax_des_speed_det.fill_between(ers.index, mean - std, mean + std, color='#5FBFC0', alpha=0.3,label=\"$\\overline{u_e}$ $\\pm \\sigma_u$\")\n", "sns.lineplot(data=mean,ax=ax_des_speed_det,color='#F37B4D',ci=None,label=\"$\\overline{u_e}$\")\n", "ax_des_speed_det.legend(ncols=2)\n", "\n", "\n", "ax_des_speed_det.set_ylabel(\"Nominal speed \\nerror (m/s)\",fontsize=14)\n", "ax_des_speed_det.set_xticklabels([])\n", "ax_des_speed_det.set_xlabel(\"\")\n", "ax_des_speed_det.set_facecolor(\"#f0f0f0\")\n", "\n", "#ax_des_speed_det.set_xticks(np.linspace(0,2,4))\n", "\n", "ax_des_speed_det.grid(True)\n", "\n", "# In convoy bands\n", " \n", "#The Y axis is the order of the agents, the collective convoy is idx 0\n", "legend_markers2 = []\n", "max_order = 0\n", "i = 0\n", "for k,v in agent_info.items():\n", " i=i+1\n", " if k == all_general_info['leader']:\n", " continue\n", " order = all_general_info['ordering'][k]\n", " if order > max_order:\n", " max_order = order\n", " print(k)\n", " ax_in_convoy_det.scatter(t,all_data_df[f\"{k}_in_rng\"]*order,s=2,color=themed_colors[i])\n", " legend_markers2.append(f\"{order}\")\n", " \n", "legend_markers2.append(f\"All\")\n", "ax_in_convoy_det.scatter(t,all_data_df[\"all_in_range\"],s=2,color=\"#789ABC\")\n", "\n", "ax_in_convoy_det.set_ylim([0.2,max_order+1])\n", "ax_in_convoy_det.grid(True)\n", "ax_in_convoy_det.set_yticklabels(ax_in_convoy_det.get_yticklabels(),fontsize=12)\n", "ax_in_convoy_det.set_ylabel(\"In convoy indicators\",fontsize=14)\n", "ax_in_convoy_det.set_xlabel(\"Time (s)\",fontsize=12)\n", "\n", "ax_in_convoy_det.set_yticks([1,2,3,4,5])\n", "\n", "ax_in_convoy_det.set_yticklabels([\"All\", \"k=1\", \"k=2\", \"k=3\", \"k=4\"])\n", "\n", "ax_in_convoy_det.set_facecolor(\"#f0f0f0\")\n", "\n", "plt.savefig(f\"{output_directory}{mission_hash}_det2.png\", dpi=150)\n", "plt.show()\n", "plt.close()\n", "###### \n", "\n", "###### " ] }, { "cell_type": "code", "execution_count": null, "id": "d52b8ee2-7402-4602-996d-edb097f942d1", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "8cc324e2-ffe4-49b9-b4ce-7a4a05c6e1f8", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "CNVY-ENV", "language": "python", "name": "venv" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.7" } }, "nbformat": 4, "nbformat_minor": 5 }