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orochford/Brim and NetworkX First steps Notebook Final Advanced (3).ipynb

Created November 24, 2020 16:35
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Brim and NetworkX First steps Notebook Final Advanced
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Brim and NetworkX First steps Notebook Final Advanced (3).ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import zqd as zqd\n",
"import networkx as nx\n",
"import matplotlib.pyplot as plt\n",
"\n",
"# Set to \"True for detailed debug data\n",
"Verbose=True\n",
"\n",
"# sample size if data exceeds what networkx can visualize\n",
"sample_size = 500\n",
"\n",
"# Brim Space to query\n",
"space = 'tzng'\n",
"# space='2020-09-01-Emotet-epoch-3-infection-with-Trickbot-gtag-mor119.pcap'\n",
"\n",
"# ZQL query to send to ZQD\n",
"zql = '_path=conn | cut id.orig_h, id.resp_h, proto | sort id.orig_h, id.resp_h | uniq'"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Records exceed visualization threshold, taking 500 samples\n",
"Figure Size\n",
"\n",
"(200, 200)\n",
"\n",
"Font Size\n",
"\n",
"20\n"
]
}
],
"source": [
"# Create ZQD client instance\n",
"c = zqd.Client() \n",
"\n",
"# Send ZQL query to ZQD\n",
"try:\n",
" s = c.search(space, zql)\n",
"except:\n",
" print(\"Failed to connect to ZQD, check that ZQD is running and space %s exists\" % space)\n",
"\n",
"# Create dataframe and flatten json/dictionary\n",
"df = pd.json_normalize(s)\n",
"\n",
"# Total count of records\n",
"n=len(df)\n",
" \n",
"def set_size(df, n, sample_size): \n",
" if n > 500: # Maxim visualization threshold\n",
" print(\"Records exceed visualization threshold, taking %s samples\" % (sample_size))\n",
" df = df.sample(n=sample_size) # take random sample\n",
" n=len(df) # recalculate record count\n",
" if ((n <= 500) and (n > 250)):\n",
" fig_size = (200,200)\n",
" font_size = 20\n",
" elif ((n <= 250) and (n > 150)):\n",
" fig_size = (150,150)\n",
" font_size = 20\n",
" elif ((n <= 150) and (n > 100)):\n",
" fig_size = (100,100)\n",
" font_size = 20\n",
" elif ((n <= 100) and (n > 50)):\n",
" fig_size = (50,50)\n",
" font_size = 20\n",
" else:\n",
" fig_size = (50,50)\n",
" font_size = 20\n",
" return(df, fig_size, font_size)\n",
"\n",
"# Print debug data for pandas DataFrame\n",
"def debug_pandas_data(df):\n",
" print(\"First 5 Records\\n\")\n",
" print(df.head(5))\n",
" print(\"Last 5 Records\\n\")\n",
" print(df.tail(5))\n",
" print(\"Data types\\n\")\n",
" print(df.dtypes)\n",
" print(\"Check for NaN fields\\n\")\n",
" print(df.isna().sum())\n",
" print(\"Describe data\")\n",
" print(df.describe())\n",
" return\n",
"\n",
"# Print debug data for networkx graph\n",
"def debug_graph_data(G):\n",
" print(\"Records\")\n",
" print(n)\n",
" print(\"Count of nodes in dataset\\n\")\n",
" print(G.order())\n",
" print(\"Nodes in dataset\\n\")\n",
" print(G.nodes())\n",
" print(\"Count of edges in dataset\\n\")\n",
" print(G.number_of_edges())\n",
" print(\"Edges in dataset\\n\")\n",
" print(G.edges())\n",
" print(\"Edges with data\\n\")\n",
" print(G.edges.data())\n",
" print(\"Nodes and degrees\\n\")\n",
" print(G.degree())\n",
" print(\"Is the Graph weighted?\\n\")\n",
" print(nx.is_weighted(G))\n",
" return\n",
" \n",
"# Set plt.figure.figsize based on sample size\n",
"df, fig_size, font_size = set_size(df, n, sample_size)\n",
"\n",
"# # If Verbose=True, print debug data\n",
"if Verbose:\n",
" print(\"Figure Size\\n\")\n",
" print(fig_size)\n",
" print(\"\\nFont Size\\n\")\n",
" print(font_size)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"First 5 Records\n",
"\n",
" proto id.orig_h id.resp_h\n",
"20580 icmp 10.128.0.207 10.47.21.192\n",
"14870 icmp 10.128.0.207 10.47.14.87\n",
"37141 icmp 10.174.251.215 10.47.4.56\n",
"1771 udp 10.47.4.156 91.189.89.198\n",
"37702 tcp 10.174.251.215 10.47.5.56\n",
"Last 5 Records\n",
"\n",
" proto id.orig_h id.resp_h\n",
"36043 icmp 10.174.251.215 10.47.2.56\n",
"19230 tcp 10.128.0.207 10.47.19.255\n",
"39717 icmp 10.174.251.215 10.47.22.81\n",
"6115 tcp 10.128.0.207 10.47.2.188\n",
"25984 icmp 10.128.0.207 10.47.27.183\n",
"Data types\n",
"\n",
"proto object\n",
"id.orig_h object\n",
"id.resp_h object\n",
"dtype: object\n",
"Check for NaN fields\n",
"\n",
"proto 0\n",
"id.orig_h 0\n",
"id.resp_h 0\n",
"dtype: int64\n",
"Describe data\n",
" proto id.orig_h id.resp_h\n",
"count 500 500 500\n",
"unique 3 49 442\n",
"top icmp 10.128.0.207 10.47.7.53\n",
"freq 273 263 4\n"
]
}
],
"source": [
"# If Verbose=True, print debug data for pandas DataFrame\n",
"if Verbose:\n",
" debug_pandas_data(df)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Network Graph \n",
"In this section we create our network graph"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# Create our graph and create our edge and node lists\n",
"G = nx.from_pandas_edgelist(df, source='id.orig_h', target='id.resp_h', edge_attr=True, create_using=nx.DiGraph())"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Records\n",
"49384\n",
"Count of nodes in dataset\n",
"\n",
"480\n",
"Nodes in dataset\n",
"\n",
"[IPv4Address('10.128.0.207'), IPv4Address('10.47.21.192'), IPv4Address('10.47.14.87'), IPv4Address('10.174.251.215'), IPv4Address('10.47.4.56'), IPv4Address('10.47.4.156'), IPv4Address('91.189.89.198'), IPv4Address('10.47.5.56'), IPv4Address('10.47.22.107'), IPv4Address('10.47.27.23'), IPv4Address('10.47.18.170'), IPv4Address('10.47.21.11'), IPv4Address('10.47.25.81'), IPv4Address('10.129.53.65'), IPv4Address('10.47.21.65'), IPv4Address('10.47.10.137'), IPv4Address('10.47.21.71'), IPv4Address('10.47.4.58'), IPv4Address('185.117.82.66'), IPv4Address('10.47.7.150'), IPv4Address('104.17.65.87'), IPv4Address('10.47.8.142'), IPv4Address('10.47.19.13'), IPv4Address('10.47.22.80'), IPv4Address('10.47.24.197'), IPv4Address('10.47.14.118'), IPv4Address('10.47.22.81'), IPv4Address('10.128.0.213'), IPv4Address('10.47.4.81'), IPv4Address('10.219.216.224'), IPv4Address('10.47.4.142'), IPv4Address('10.47.17.170'), IPv4Address('172.20.0.25'), IPv4Address('10.47.10.5'), IPv4Address('10.47.28.203'), IPv4Address('10.248.202.62'), IPv4Address('10.47.2.200'), IPv4Address('10.47.27.55'), IPv4Address('10.47.6.160'), IPv4Address('172.217.11.78'), IPv4Address('10.47.6.154'), IPv4Address('128.31.0.62'), IPv4Address('172.20.0.44'), IPv4Address('10.196.136.60'), IPv4Address('10.47.24.25'), IPv4Address('10.47.7.62'), IPv4Address('10.47.0.209'), IPv4Address('10.47.26.150'), IPv4Address('10.47.15.252'), IPv4Address('10.47.22.75'), IPv4Address('10.47.5.141'), IPv4Address('10.47.26.80'), IPv4Address('10.47.18.104'), IPv4Address('10.47.13.46'), IPv4Address('10.218.221.240'), IPv4Address('10.47.7.30'), IPv4Address('10.47.30.233'), IPv4Address('10.47.26.249'), IPv4Address('10.47.27.178'), IPv4Address('10.47.26.244'), IPv4Address('10.47.6.51'), IPv4Address('10.191.2.236'), IPv4Address('10.47.3.30'), IPv4Address('172.20.0.32'), IPv4Address('10.47.3.225'), IPv4Address('10.47.18.228'), IPv4Address('10.128.0.233'), IPv4Address('10.47.21.166'), IPv4Address('10.47.2.100'), IPv4Address('23.55.219.81'), IPv4Address('172.20.0.79'), IPv4Address('10.47.1.93'), IPv4Address('10.47.22.5'), IPv4Address('10.47.30.110'), IPv4Address('10.224.110.133'), IPv4Address('10.47.22.82'), IPv4Address('10.47.6.64'), IPv4Address('10.47.20.152'), IPv4Address('10.47.15.198'), IPv4Address('10.47.8.140'), IPv4Address('10.47.22.25'), IPv4Address('13.92.82.125'), IPv4Address('10.47.8.58'), IPv4Address('10.47.27.80'), IPv4Address('10.132.229.74'), IPv4Address('10.47.4.53'), IPv4Address('10.47.14.48'), IPv4Address('10.47.6.198'), IPv4Address('10.47.22.65'), IPv4Address('10.47.3.227'), IPv4Address('10.47.9.46'), IPv4Address('10.47.6.20'), IPv4Address('10.128.0.214'), IPv4Address('10.47.28.96'), IPv4Address('10.47.3.143'), IPv4Address('10.47.1.97'), IPv4Address('10.47.18.98'), IPv4Address('10.47.22.146'), IPv4Address('10.47.8.107'), IPv4Address('10.47.25.65'), IPv4Address('10.47.13.111'), IPv4Address('10.47.5.1'), IPv4Address('10.47.8.30'), IPv4Address('10.47.1.208'), IPv4Address('54.69.100.200'), 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IPv4Address('10.239.34.35'), IPv4Address('10.47.1.58'), IPv4Address('10.47.1.145'), IPv4Address('10.47.9.249'), IPv4Address('10.47.12.251'), IPv4Address('172.20.0.51'), IPv4Address('10.47.3.20'), IPv4Address('10.47.22.223'), IPv4Address('10.47.26.65'), IPv4Address('10.47.3.54'), IPv4Address('10.47.3.152'), IPv4Address('10.0.0.100'), IPv4Address('10.47.2.168'), IPv4Address('10.47.7.50'), IPv4Address('10.47.8.226'), IPv4Address('10.47.7.65'), IPv4Address('10.47.31.65'), IPv4Address('10.47.24.144'), IPv4Address('10.47.0.206'), IPv4Address('10.47.8.211'), IPv4Address('10.47.16.103'), IPv4Address('10.47.1.50'), IPv4Address('10.47.2.56'), IPv4Address('10.47.6.100'), IPv4Address('10.47.12.151'), IPv4Address('52.58.216.59'), IPv4Address('10.47.2.154'), IPv4Address('172.20.0.41'), IPv4Address('10.47.21.210'), IPv4Address('10.47.3.10'), IPv4Address('10.47.1.113'), IPv4Address('10.47.2.20'), IPv4Address('10.128.0.241'), IPv4Address('10.47.1.248'), IPv4Address('10.47.26.185'), IPv4Address('10.47.2.221'), IPv4Address('10.47.20.252'), IPv4Address('10.47.1.238'), IPv4Address('172.20.0.170'), IPv4Address('172.20.0.78'), IPv4Address('10.47.11.215'), IPv4Address('10.47.31.215'), IPv4Address('10.47.2.10'), IPv4Address('10.47.45.20'), IPv4Address('10.47.16.38'), IPv4Address('194.71.2.53'), IPv4Address('10.47.25.25'), IPv4Address('10.47.27.25'), IPv4Address('10.47.0.4'), IPv4Address('10.47.27.129'), IPv4Address('10.47.2.88'), IPv4Address('10.47.13.83'), IPv4Address('10.47.4.208'), IPv4Address('10.47.19.117'), IPv4Address('10.47.4.157'), IPv4Address('10.47.17.49'), IPv4Address('10.47.12.173'), IPv4Address('10.47.22.26'), IPv4Address('10.47.21.108'), IPv4Address('10.47.3.192'), IPv4Address('10.47.8.141'), IPv4Address('10.47.16.145'), IPv4Address('10.47.28.9'), IPv4Address('103.242.70.4'), IPv4Address('10.47.26.54'), IPv4Address('10.47.1.103'), IPv4Address('10.47.10.145'), IPv4Address('10.47.24.82'), IPv4Address('10.47.7.181'), IPv4Address('10.47.2.54'), IPv4Address('10.47.23.82'), IPv4Address('10.47.13.136'), IPv4Address('10.47.5.103'), IPv4Address('10.47.2.70'), IPv4Address('10.47.8.24'), IPv4Address('172.20.0.222'), IPv4Address('10.47.15.153'), IPv4Address('10.47.16.81'), IPv4Address('10.47.26.55'), IPv4Address('10.47.4.235'), IPv4Address('10.47.15.8'), IPv4Address('10.47.22.148'), IPv4Address('10.47.2.50'), IPv4Address('10.47.21.52'), IPv4Address('10.47.15.177'), IPv4Address('10.47.28.130'), IPv4Address('10.47.5.151'), IPv4Address('10.47.16.242'), IPv4Address('10.47.7.182'), IPv4Address('10.47.8.36'), IPv4Address('10.47.6.161'), IPv4Address('50.16.166.41'), IPv4Address('10.47.8.152'), IPv4Address('23.10.142.160'), IPv4Address('10.47.6.203'), IPv4Address('10.47.21.21'), IPv4Address('10.47.11.37'), IPv4Address('10.47.19.122'), IPv4Address('10.47.6.53'), IPv4Address('10.47.3.142'), IPv4Address('10.47.23.202'), IPv4Address('10.47.20.31'), IPv4Address('10.47.1.229'), IPv4Address('10.47.18.79'), IPv4Address('10.47.7.142'), IPv4Address('10.47.24.186'), IPv4Address('10.47.19.49'), IPv4Address('10.47.18.168'), IPv4Address('172.20.0.59'), IPv4Address('10.47.25.105'), IPv4Address('10.47.27.45'), IPv4Address('10.47.27.184'), IPv4Address('10.47.26.119'), IPv4Address('10.47.7.56'), IPv4Address('10.47.27.61'), IPv4Address('10.47.9.156'), IPv4Address('10.47.23.53'), IPv4Address('10.47.1.105'), IPv4Address('10.47.21.153'), IPv4Address('10.47.28.49'), IPv4Address('10.47.11.204'), IPv4Address('10.47.25.101'), IPv4Address('10.47.6.27'), IPv4Address('10.47.22.101'), IPv4Address('10.47.1.156'), IPv4Address('172.217.11.77'), IPv4Address('10.47.4.10'), IPv4Address('10.47.16.59'), IPv4Address('10.47.13.82'), IPv4Address('10.47.8.155'), IPv4Address('23.73.212.177'), IPv4Address('10.47.5.52'), IPv4Address('10.47.21.34'), IPv4Address('10.47.18.49'), IPv4Address('10.47.0.98'), IPv4Address('10.47.3.52'), IPv4Address('10.47.6.173'), IPv4Address('10.47.1.32'), IPv4Address('172.20.0.145'), IPv4Address('10.47.4.36'), 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IPv4Address('10.47.7.58'), IPv4Address('10.47.10.247'), IPv4Address('10.47.21.80'), IPv4Address('10.47.3.53'), IPv4Address('10.47.22.140'), IPv4Address('10.47.17.41'), IPv4Address('10.10.18.2'), IPv4Address('10.150.0.85'), IPv4Address('10.47.12.88'), IPv4Address('10.47.5.100'), IPv4Address('10.47.28.230'), IPv4Address('10.47.23.55'), IPv4Address('10.47.2.153'), IPv4Address('10.47.13.254'), IPv4Address('172.20.0.123'), IPv4Address('10.47.0.228'), IPv4Address('10.47.27.127'), IPv4Address('10.47.1.69'), IPv4Address('10.47.1.52'), IPv4Address('10.47.12.171'), IPv4Address('172.20.0.55'), IPv4Address('10.47.22.237'), IPv4Address('10.47.26.167'), IPv4Address('10.47.12.133'), IPv4Address('10.47.16.2'), IPv4Address('10.47.9.174'), IPv4Address('198.189.255.222'), IPv4Address('10.47.4.112'), IPv4Address('10.47.6.1'), IPv4Address('10.47.1.174'), IPv4Address('10.47.8.153'), IPv4Address('200.160.0.8'), IPv4Address('10.47.9.177'), IPv4Address('10.47.14.12'), IPv4Address('10.47.13.30'), IPv4Address('10.47.6.225'), IPv4Address('10.47.20.236'), IPv4Address('10.47.22.170'), IPv4Address('10.47.5.55'), IPv4Address('10.47.28.55'), IPv4Address('10.47.22.201'), IPv4Address('10.47.21.42'), IPv4Address('10.47.7.2'), IPv4Address('10.47.8.54'), IPv4Address('172.20.0.15'), IPv4Address('216.58.219.14'), IPv4Address('10.47.10.228'), IPv4Address('10.47.16.124'), IPv4Address('172.20.0.247'), IPv4Address('10.47.0.2'), IPv4Address('10.47.28.25'), IPv4Address('10.47.13.118'), IPv4Address('10.47.22.126'), IPv4Address('10.47.4.41'), IPv4Address('10.47.5.90'), IPv4Address('10.47.24.242'), IPv4Address('10.47.1.56'), IPv4Address('10.47.27.142'), IPv4Address('10.47.3.72'), IPv4Address('131.234.137.63'), IPv4Address('10.47.20.245'), IPv4Address('10.47.1.247'), IPv4Address('10.47.9.126'), IPv4Address('10.47.28.138'), IPv4Address('10.47.8.120'), IPv4Address('10.47.15.225'), IPv4Address('10.47.21.116'), IPv4Address('10.47.8.208'), IPv4Address('10.47.26.82'), IPv4Address('10.47.17.135'), IPv4Address('10.47.18.46'), IPv4Address('10.47.13.222'), IPv4Address('10.47.26.128'), IPv4Address('10.47.12.97'), IPv4Address('10.47.12.168'), IPv4Address('10.47.22.93'), IPv4Address('10.47.23.162'), IPv4Address('10.47.19.134'), IPv4Address('10.47.24.126'), IPv4Address('10.47.10.35'), IPv4Address('10.47.9.246'), IPv4Address('10.47.22.131'), IPv4Address('10.47.25.205'), IPv4Address('10.47.3.1'), IPv4Address('151.101.193.69'), IPv4Address('10.47.13.161'), IPv4Address('10.47.10.204'), IPv4Address('10.47.17.84'), IPv4Address('10.47.6.175'), IPv4Address('41.231.53.4'), IPv4Address('10.47.4.6'), IPv4Address('172.20.0.88'), IPv4Address('10.47.2.218'), IPv4Address('10.47.7.52'), IPv4Address('10.47.24.160'), IPv4Address('10.47.22.61'), IPv4Address('10.47.0.69'), IPv4Address('10.47.29.81'), IPv4Address('10.47.25.40'), IPv4Address('10.47.2.44'), IPv4Address('10.47.8.119'), IPv4Address('10.47.26.186'), IPv4Address('10.47.27.99'), IPv4Address('172.20.0.179'), IPv4Address('10.47.18.60'), IPv4Address('10.47.8.100'), IPv4Address('10.47.10.21'), IPv4Address('10.47.20.36'), IPv4Address('10.47.14.76'), IPv4Address('10.47.10.57'), IPv4Address('10.47.2.28'), IPv4Address('10.47.10.96'), IPv4Address('10.47.18.76'), IPv4Address('10.47.5.85'), IPv4Address('10.47.4.227'), IPv4Address('10.47.29.161'), IPv4Address('10.47.26.70'), IPv4Address('23.73.198.163'), IPv4Address('10.47.13.216'), IPv4Address('10.47.11.190'), IPv4Address('10.47.25.138'), IPv4Address('10.47.18.108'), IPv4Address('10.47.1.152'), IPv4Address('23.38.181.32'), IPv4Address('10.47.0.42'), IPv4Address('10.47.8.106'), IPv4Address('10.47.19.255'), IPv4Address('10.47.2.188'), IPv4Address('10.47.27.183')]\n",
"Count of edges in dataset\n",
"\n",
"491\n",
"Edges in dataset\n",
"\n",
"[(IPv4Address('10.128.0.207'), IPv4Address('10.47.21.192')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.14.87')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.107')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.27.23')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.18.170')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.21.11')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.10.137')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.21.71')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.19.13')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.24.197')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.14.118')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.17.170')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.10.5')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.28.203')), (IPv4Address('10.128.0.207'), IPv4Address('172.20.0.44')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.0.209')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.26.150')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.15.252')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.75')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.5.141')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.18.104')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.46')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.30.233')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.26.249')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.27.178')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.26.244')), (IPv4Address('10.128.0.207'), IPv4Address('172.20.0.32')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.3.225')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.18.228')), (IPv4Address('10.128.0.207'), IPv4Address('172.20.0.79')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.1.93')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.5')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.30.110')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.20.152')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.15.198')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.8.140')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.14.48')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.6.198')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.9.46')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.1.97')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.18.98')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.146')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.8.107')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.111')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.20.4')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.19.28')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.8.87')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.14.49')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.25.61')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.17.10')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.30.92')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.84')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.31.68')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.21.234')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.19.240')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.19.150')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.45')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.1.188')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.23.248')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.5.177')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.10.92')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.30.148')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.23.40')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.25.235')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.18.221')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.5.22')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.20.67')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.24.244')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.14.152')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.25.166')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.31')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.15.115')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.5.108')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.4.200')), (IPv4Address('10.128.0.207'), IPv4Address('172.20.0.67')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.28.179')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.1.145')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.9.249')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.12.251')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.223')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.2.168')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.7.65')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.31.65')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.24.144')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.0.206')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.16.103')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.12.151')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.1.113')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.26.185')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.2.221')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.20.252')), (IPv4Address('10.128.0.207'), IPv4Address('172.20.0.78')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.11.215')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.31.215')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.16.38')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.0.4')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.27.129')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.2.88')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.83')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.19.117')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.4.157')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.17.49')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.12.173')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.26')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.21.108')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.3.192')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.8.141')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.16.145')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.28.9')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.26.54')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.1.103')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.10.145')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.7.181')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.136')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.5.103')), (IPv4Address('10.128.0.207'), IPv4Address('172.20.0.222')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.15.153')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.16.81')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.4.235')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.15.8')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.148')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.21.52')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.15.177')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.28.130')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.5.151')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.16.242')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.7.182')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.11.37')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.19.122')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.23.202')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.20.31')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.18.79')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.19.49')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.18.168')), (IPv4Address('10.128.0.207'), IPv4Address('172.20.0.59')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.25.105')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.27.45')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.27.184')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.26.119')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.27.61')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.9.156')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.23.53')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.21.153')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.11.204')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.25.101')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.6.27')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.101')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.16.59')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.82')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.5.52')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.21.34')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.18.49')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.0.98')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.1.208')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.1.32')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.4.36')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.14.223')), (IPv4Address('10.128.0.207'), IPv4Address('172.20.0.143')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.96')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.29.168')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.7.59')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.27.198')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.28.76')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.14.214')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.55')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.23.215')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.23.138')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.20.20')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.212')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.5.46')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.12.44')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.7.74')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.26.139')), (IPv4Address('10.128.0.207'), IPv4Address('172.20.0.156')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.14.111')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.36')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.12.249')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.10.247')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.140')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.17.41')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.12.88')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.254')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.0.228')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.27.127')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.12.171')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.237')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.26.167')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.12.133')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.16.2')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.9.174')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.9.177')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.14.12')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.30')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.6.225')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.20.236')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.170')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.201')), (IPv4Address('10.128.0.207'), IPv4Address('172.20.0.15')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.10.228')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.16.124')), (IPv4Address('10.128.0.207'), IPv4Address('172.20.0.247')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.0.2')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.118')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.126')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.4.41')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.24.242')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.27.142')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.20.245')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.1.247')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.9.126')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.8.120')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.15.225')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.17.135')), (IPv4Address('10.128.0.207'), IPv4Address('10.47.18.46')), (IPv4Address('10.128.0.207'), 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"Edges with data\n",
"\n",
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(IPv4Address('10.128.0.207'), IPv4Address('10.47.10.137'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.10.137')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.21.71'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.21.71')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.19.13'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.19.13')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.24.197'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.24.197')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.14.118'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.14.118')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.17.170'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.17.170')}), 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IPv4Address('10.47.22.75'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.22.75')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.5.141'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.5.141')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.18.104'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.18.104')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.46'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.13.46')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.30.233'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.30.233')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.26.249'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.26.249')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.27.178'), 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'id.resp_h': IPv4Address('10.47.14.48')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.6.198'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.6.198')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.9.46'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.9.46')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.1.97'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.1.97')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.18.98'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.18.98')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.146'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.22.146')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.8.107'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.8.107')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.111'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.13.111')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.20.4'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.20.4')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.19.28'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.19.28')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.8.87'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.8.87')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.14.49'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.14.49')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.25.61'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.25.61')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.17.10'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.17.10')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.30.92'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.30.92')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.84'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.13.84')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.31.68'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.31.68')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.21.234'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.21.234')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.19.240'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.19.240')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.19.150'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.19.150')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.22.45'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.22.45')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.1.188'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.1.188')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.23.248'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.23.248')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.5.177'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.5.177')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.10.92'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.10.92')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.30.148'), 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(IPv4Address('10.128.0.207'), IPv4Address('10.47.12.151'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.12.151')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.1.113'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.1.113')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.26.185'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.26.185')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.2.221'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.2.221')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.20.252'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.20.252')}), (IPv4Address('10.128.0.207'), IPv4Address('172.20.0.78'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('172.20.0.78')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.11.215'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.11.215')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.31.215'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.31.215')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.16.38'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.16.38')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.0.4'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.0.4')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.27.129'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.27.129')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.2.88'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.207'), 'id.resp_h': IPv4Address('10.47.2.88')}), (IPv4Address('10.128.0.207'), IPv4Address('10.47.13.83'), {'proto': 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IPv4Address('10.174.251.215'), 'id.resp_h': IPv4Address('10.47.4.50')}), (IPv4Address('10.174.251.215'), IPv4Address('10.47.2.52'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.174.251.215'), 'id.resp_h': IPv4Address('10.47.2.52')}), (IPv4Address('10.174.251.215'), IPv4Address('10.47.1.56'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.174.251.215'), 'id.resp_h': IPv4Address('10.47.1.56')}), (IPv4Address('10.174.251.215'), IPv4Address('10.47.8.30'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.174.251.215'), 'id.resp_h': IPv4Address('10.47.8.30')}), (IPv4Address('10.174.251.215'), IPv4Address('10.47.7.52'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.174.251.215'), 'id.resp_h': IPv4Address('10.47.7.52')}), (IPv4Address('10.174.251.215'), IPv4Address('10.47.2.50'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.174.251.215'), 'id.resp_h': IPv4Address('10.47.2.50')}), (IPv4Address('10.174.251.215'), IPv4Address('10.47.26.186'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.174.251.215'), 'id.resp_h': IPv4Address('10.47.26.186')}), (IPv4Address('10.174.251.215'), IPv4Address('10.47.28.55'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.174.251.215'), 'id.resp_h': IPv4Address('10.47.28.55')}), (IPv4Address('10.47.4.156'), IPv4Address('91.189.89.198'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.47.4.156'), 'id.resp_h': IPv4Address('91.189.89.198')}), (IPv4Address('10.47.4.156'), IPv4Address('52.58.216.59'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.4.156'), 'id.resp_h': IPv4Address('52.58.216.59')}), (IPv4Address('10.129.53.65'), IPv4Address('10.47.21.65'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.129.53.65'), 'id.resp_h': IPv4Address('10.47.21.65')}), (IPv4Address('10.47.4.58'), IPv4Address('185.117.82.66'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.47.4.58'), 'id.resp_h': IPv4Address('185.117.82.66')}), (IPv4Address('10.47.7.150'), IPv4Address('104.17.65.87'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.7.150'), 'id.resp_h': IPv4Address('104.17.65.87')}), (IPv4Address('10.47.7.150'), IPv4Address('216.58.219.14'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.7.150'), 'id.resp_h': IPv4Address('216.58.219.14')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.4.81'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.4.81')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.7.62'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.7.62')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.6.64'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.6.64')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.3.227'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.3.227')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.3.143'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.3.143')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.8.211'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.8.211')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.2.70'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.2.70')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.8.36'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.8.36')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.6.203'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.6.203')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.1.229'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.1.229')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.8.65'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.8.65')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.1.234'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.1.234')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.4.105'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.4.105')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.1.130'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.1.130')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.5.141'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.5.141')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.1.69'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.1.69')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.4.112'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.4.112')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.5.90'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.5.90')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.3.72'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.3.72')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.4.6'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.4.6')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.8.119'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.8.119')}), (IPv4Address('10.128.0.213'), IPv4Address('10.47.2.28'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.213'), 'id.resp_h': IPv4Address('10.47.2.28')}), (IPv4Address('10.219.216.224'), IPv4Address('10.47.4.142'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.219.216.224'), 'id.resp_h': IPv4Address('10.47.4.142')}), (IPv4Address('10.219.216.224'), IPv4Address('172.20.0.25'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.219.216.224'), 'id.resp_h': IPv4Address('172.20.0.25')}), (IPv4Address('10.219.216.224'), IPv4Address('10.47.27.55'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.219.216.224'), 'id.resp_h': IPv4Address('10.47.27.55')}), (IPv4Address('10.219.216.224'), IPv4Address('10.47.8.30'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.219.216.224'), 'id.resp_h': IPv4Address('10.47.8.30')}), (IPv4Address('10.219.216.224'), IPv4Address('10.47.5.58'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.219.216.224'), 'id.resp_h': IPv4Address('10.47.5.58')}), (IPv4Address('10.219.216.224'), IPv4Address('10.47.4.58'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.219.216.224'), 'id.resp_h': IPv4Address('10.47.4.58')}), (IPv4Address('10.219.216.224'), IPv4Address('10.47.26.65'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.219.216.224'), 'id.resp_h': IPv4Address('10.47.26.65')}), (IPv4Address('10.219.216.224'), IPv4Address('10.47.25.1'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.219.216.224'), 'id.resp_h': IPv4Address('10.47.25.1')}), (IPv4Address('10.219.216.224'), IPv4Address('10.47.1.10'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.219.216.224'), 'id.resp_h': IPv4Address('10.47.1.10')}), (IPv4Address('10.219.216.224'), IPv4Address('10.47.3.10'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.219.216.224'), 'id.resp_h': IPv4Address('10.47.3.10')}), (IPv4Address('10.248.202.62'), IPv4Address('10.47.2.200'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.248.202.62'), 'id.resp_h': IPv4Address('10.47.2.200')}), (IPv4Address('10.248.202.62'), IPv4Address('10.47.4.100'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.248.202.62'), 'id.resp_h': IPv4Address('10.47.4.100')}), (IPv4Address('10.248.202.62'), IPv4Address('10.47.25.55'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.248.202.62'), 'id.resp_h': IPv4Address('10.47.25.55')}), (IPv4Address('10.248.202.62'), IPv4Address('10.47.4.50'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.248.202.62'), 'id.resp_h': IPv4Address('10.47.4.50')}), (IPv4Address('10.248.202.62'), IPv4Address('10.47.5.51'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.248.202.62'), 'id.resp_h': IPv4Address('10.47.5.51')}), (IPv4Address('10.248.202.62'), IPv4Address('10.47.2.51'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.248.202.62'), 'id.resp_h': IPv4Address('10.47.2.51')}), (IPv4Address('10.248.202.62'), IPv4Address('10.47.7.200'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.248.202.62'), 'id.resp_h': IPv4Address('10.47.7.200')}), (IPv4Address('10.47.6.160'), IPv4Address('172.217.11.78'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.6.160'), 'id.resp_h': IPv4Address('172.217.11.78')}), (IPv4Address('10.47.6.154'), IPv4Address('128.31.0.62'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.6.154'), 'id.resp_h': IPv4Address('128.31.0.62')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.24.25'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.24.25')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.6.51'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.6.51')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.27.1'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.27.1')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.3.200'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.3.200')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.3.20'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.3.20')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.3.54'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.3.54')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.4.100'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.4.100')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.7.53'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.7.53')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.27.80'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.27.80')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.27.55'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.27.55')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.28.55'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.28.55')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.8.54'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.8.54')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.2.54'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.2.54')}), (IPv4Address('10.196.136.60'), IPv4Address('10.47.3.1'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.196.136.60'), 'id.resp_h': IPv4Address('10.47.3.1')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.7.30'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.7.30')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.8.58'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.8.58')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.27.80'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.27.80')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.25.65'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.25.65')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.3.208'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.3.208')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.28.65'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.28.65')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.7.153'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.7.153')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.26.81'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.26.81')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.2.52'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.2.52')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.8.20'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.8.20')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.23.82'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.23.82')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.2.50'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.2.50')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.3.52'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.3.52')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.5.58'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.5.58')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.25.1'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.25.1')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.7.53'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.7.53')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.1.58'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.1.58')}), (IPv4Address('10.218.221.240'), IPv4Address('10.47.7.58'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.218.221.240'), 'id.resp_h': IPv4Address('10.47.7.58')}), (IPv4Address('10.191.2.236'), IPv4Address('10.47.3.30'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.191.2.236'), 'id.resp_h': IPv4Address('10.47.3.30')}), (IPv4Address('10.191.2.236'), IPv4Address('10.47.8.10'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.191.2.236'), 'id.resp_h': IPv4Address('10.47.8.10')}), (IPv4Address('10.191.2.236'), IPv4Address('10.47.6.200'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.191.2.236'), 'id.resp_h': IPv4Address('10.47.6.200')}), (IPv4Address('10.191.2.236'), IPv4Address('10.47.7.10'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.191.2.236'), 'id.resp_h': IPv4Address('10.47.7.10')}), (IPv4Address('10.191.2.236'), IPv4Address('10.47.26.65'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.191.2.236'), 'id.resp_h': IPv4Address('10.47.26.65')}), (IPv4Address('10.191.2.236'), IPv4Address('10.47.7.54'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.191.2.236'), 'id.resp_h': IPv4Address('10.47.7.54')}), (IPv4Address('10.191.2.236'), IPv4Address('10.47.2.51'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.191.2.236'), 'id.resp_h': IPv4Address('10.47.2.51')}), (IPv4Address('10.191.2.236'), IPv4Address('10.47.3.53'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.191.2.236'), 'id.resp_h': IPv4Address('10.47.3.53')}), (IPv4Address('10.191.2.236'), IPv4Address('10.47.2.200'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.191.2.236'), 'id.resp_h': IPv4Address('10.47.2.200')}), (IPv4Address('10.191.2.236'), IPv4Address('10.47.3.54'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.191.2.236'), 'id.resp_h': IPv4Address('10.47.3.54')}), (IPv4Address('10.191.2.236'), IPv4Address('10.47.2.50'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.191.2.236'), 'id.resp_h': IPv4Address('10.47.2.50')}), (IPv4Address('10.128.0.233'), IPv4Address('10.47.21.166'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.233'), 'id.resp_h': IPv4Address('10.47.21.166')}), (IPv4Address('10.128.0.233'), IPv4Address('10.47.28.89'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.233'), 'id.resp_h': IPv4Address('10.47.28.89')}), (IPv4Address('10.128.0.233'), IPv4Address('10.47.28.41'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.233'), 'id.resp_h': IPv4Address('10.47.28.41')}), (IPv4Address('10.128.0.233'), IPv4Address('10.47.21.10'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.233'), 'id.resp_h': IPv4Address('10.47.21.10')}), (IPv4Address('10.128.0.233'), IPv4Address('172.20.0.51'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.233'), 'id.resp_h': IPv4Address('172.20.0.51')}), (IPv4Address('10.128.0.233'), IPv4Address('10.47.21.21'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.233'), 'id.resp_h': IPv4Address('10.47.21.21')}), (IPv4Address('10.128.0.233'), IPv4Address('10.47.21.155'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.233'), 'id.resp_h': IPv4Address('10.47.21.155')}), (IPv4Address('10.128.0.233'), IPv4Address('10.47.21.42'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.233'), 'id.resp_h': IPv4Address('10.47.21.42')}), (IPv4Address('10.47.2.100'), IPv4Address('23.55.219.81'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.2.100'), 'id.resp_h': IPv4Address('23.55.219.81')}), (IPv4Address('10.47.2.100'), IPv4Address('74.125.28.189'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.2.100'), 'id.resp_h': IPv4Address('74.125.28.189')}), (IPv4Address('10.224.110.133'), IPv4Address('10.47.22.82'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.224.110.133'), 'id.resp_h': IPv4Address('10.47.22.82')}), (IPv4Address('10.224.110.133'), IPv4Address('10.47.1.142'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.224.110.133'), 'id.resp_h': IPv4Address('10.47.1.142')}), (IPv4Address('10.224.110.133'), IPv4Address('10.47.2.20'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.224.110.133'), 'id.resp_h': IPv4Address('10.47.2.20')}), (IPv4Address('10.224.110.133'), IPv4Address('10.47.1.100'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.224.110.133'), 'id.resp_h': IPv4Address('10.47.1.100')}), (IPv4Address('10.224.110.133'), IPv4Address('10.47.24.82'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.224.110.133'), 'id.resp_h': IPv4Address('10.47.24.82')}), (IPv4Address('10.224.110.133'), IPv4Address('10.47.6.53'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.224.110.133'), 'id.resp_h': IPv4Address('10.47.6.53')}), (IPv4Address('10.224.110.133'), IPv4Address('10.47.24.25'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.224.110.133'), 'id.resp_h': IPv4Address('10.47.24.25')}), (IPv4Address('10.224.110.133'), IPv4Address('10.47.5.100'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.224.110.133'), 'id.resp_h': IPv4Address('10.47.5.100')}), (IPv4Address('10.224.110.133'), IPv4Address('10.47.1.52'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.224.110.133'), 'id.resp_h': IPv4Address('10.47.1.52')}), (IPv4Address('10.224.110.133'), IPv4Address('10.47.1.56'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.224.110.133'), 'id.resp_h': IPv4Address('10.47.1.56')}), (IPv4Address('10.224.110.133'), IPv4Address('10.47.26.55'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.224.110.133'), 'id.resp_h': IPv4Address('10.47.26.55')}), (IPv4Address('10.224.110.133'), IPv4Address('10.47.26.82'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.224.110.133'), 'id.resp_h': IPv4Address('10.47.26.82')}), (IPv4Address('10.47.22.25'), IPv4Address('13.92.82.125'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.22.25'), 'id.resp_h': IPv4Address('13.92.82.125')}), (IPv4Address('10.132.229.74'), IPv4Address('10.47.4.53'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.132.229.74'), 'id.resp_h': IPv4Address('10.47.4.53')}), (IPv4Address('10.132.229.74'), IPv4Address('10.47.7.20'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.132.229.74'), 'id.resp_h': IPv4Address('10.47.7.20')}), (IPv4Address('10.132.229.74'), IPv4Address('10.47.1.100'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.132.229.74'), 'id.resp_h': IPv4Address('10.47.1.100')}), (IPv4Address('10.132.229.74'), IPv4Address('10.47.5.1'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.132.229.74'), 'id.resp_h': IPv4Address('10.47.5.1')}), (IPv4Address('10.132.229.74'), IPv4Address('10.47.25.25'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.132.229.74'), 'id.resp_h': IPv4Address('10.47.25.25')}), (IPv4Address('10.132.229.74'), IPv4Address('172.20.0.186'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.132.229.74'), 'id.resp_h': IPv4Address('172.20.0.186')}), (IPv4Address('10.132.229.74'), IPv4Address('10.47.7.53'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.132.229.74'), 'id.resp_h': IPv4Address('10.47.7.53')}), (IPv4Address('10.132.229.74'), IPv4Address('10.47.5.100'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.132.229.74'), 'id.resp_h': IPv4Address('10.47.5.100')}), (IPv4Address('10.132.229.74'), IPv4Address('10.47.8.208'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.132.229.74'), 'id.resp_h': IPv4Address('10.47.8.208')}), (IPv4Address('10.47.6.20'), IPv4Address('103.242.70.4'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.47.6.20'), 'id.resp_h': IPv4Address('103.242.70.4')}), (IPv4Address('10.128.0.214'), IPv4Address('10.47.28.96'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.214'), 'id.resp_h': IPv4Address('10.47.28.96')}), (IPv4Address('10.128.0.214'), IPv4Address('172.20.0.17'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.214'), 'id.resp_h': IPv4Address('172.20.0.17')}), (IPv4Address('10.128.0.214'), IPv4Address('10.47.8.226'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.214'), 'id.resp_h': IPv4Address('10.47.8.226')}), (IPv4Address('10.128.0.214'), IPv4Address('172.20.0.170'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.214'), 'id.resp_h': IPv4Address('172.20.0.170')}), (IPv4Address('10.128.0.214'), IPv4Address('10.47.8.24'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.214'), 'id.resp_h': IPv4Address('10.47.8.24')}), (IPv4Address('10.128.0.214'), IPv4Address('10.47.28.49'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.214'), 'id.resp_h': IPv4Address('10.47.28.49')}), (IPv4Address('10.128.0.214'), IPv4Address('10.47.28.230'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.214'), 'id.resp_h': IPv4Address('10.47.28.230')}), (IPv4Address('10.128.0.214'), IPv4Address('172.20.0.123'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.214'), 'id.resp_h': IPv4Address('172.20.0.123')}), (IPv4Address('10.128.0.214'), IPv4Address('10.47.28.138'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.214'), 'id.resp_h': IPv4Address('10.47.28.138')}), (IPv4Address('10.128.0.214'), IPv4Address('172.20.0.179'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.214'), 'id.resp_h': IPv4Address('172.20.0.179')}), (IPv4Address('10.47.1.208'), IPv4Address('54.69.100.200'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.1.208'), 'id.resp_h': IPv4Address('54.69.100.200')}), (IPv4Address('10.47.23.4'), IPv4Address('10.128.0.207'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.47.23.4'), 'id.resp_h': IPv4Address('10.128.0.207')}), (IPv4Address('10.10.11.1'), IPv4Address('10.218.221.240'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.10.11.1'), 'id.resp_h': IPv4Address('10.218.221.240')}), (IPv4Address('10.0.0.111'), IPv4Address('10.47.2.208'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.0.0.111'), 'id.resp_h': IPv4Address('10.47.2.208')}), (IPv4Address('10.0.0.111'), IPv4Address('10.47.45.20'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.0.0.111'), 'id.resp_h': IPv4Address('10.47.45.20')}), (IPv4Address('10.47.24.80'), IPv4Address('10.219.216.224'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.47.24.80'), 'id.resp_h': IPv4Address('10.219.216.224')}), (IPv4Address('10.47.8.50'), IPv4Address('69.164.198.192'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.47.8.50'), 'id.resp_h': IPv4Address('69.164.198.192')}), (IPv4Address('10.47.8.50'), IPv4Address('41.231.53.4'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.47.8.50'), 'id.resp_h': IPv4Address('41.231.53.4')}), (IPv4Address('10.47.26.25'), IPv4Address('10.248.202.62'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.47.26.25'), 'id.resp_h': IPv4Address('10.248.202.62')}), (IPv4Address('10.47.26.25'), IPv4Address('194.71.2.53'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.47.26.25'), 'id.resp_h': IPv4Address('194.71.2.53')}), (IPv4Address('10.47.23.9'), IPv4Address('10.128.0.207'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.47.23.9'), 'id.resp_h': IPv4Address('10.128.0.207')}), (IPv4Address('10.239.34.35'), IPv4Address('10.47.1.58'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.239.34.35'), 'id.resp_h': IPv4Address('10.47.1.58')}), (IPv4Address('10.239.34.35'), IPv4Address('10.47.1.50'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.239.34.35'), 'id.resp_h': IPv4Address('10.47.1.50')}), (IPv4Address('10.239.34.35'), IPv4Address('10.47.4.208'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.239.34.35'), 'id.resp_h': IPv4Address('10.47.4.208')}), (IPv4Address('10.239.34.35'), IPv4Address('10.47.24.186'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.239.34.35'), 'id.resp_h': IPv4Address('10.47.24.186')}), (IPv4Address('10.239.34.35'), IPv4Address('10.47.4.56'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.239.34.35'), 'id.resp_h': IPv4Address('10.47.4.56')}), (IPv4Address('10.239.34.35'), IPv4Address('10.47.8.100'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.239.34.35'), 'id.resp_h': IPv4Address('10.47.8.100')}), (IPv4Address('10.47.3.152'), IPv4Address('10.0.0.100'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.47.3.152'), 'id.resp_h': IPv4Address('10.0.0.100')}), (IPv4Address('10.47.3.152'), IPv4Address('23.73.198.163'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.3.152'), 'id.resp_h': IPv4Address('23.73.198.163')}), (IPv4Address('10.47.2.154'), IPv4Address('172.20.0.41'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.47.2.154'), 'id.resp_h': IPv4Address('172.20.0.41')}), (IPv4Address('10.47.2.154'), IPv4Address('172.20.0.145'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.47.2.154'), 'id.resp_h': IPv4Address('172.20.0.145')}), (IPv4Address('10.47.2.154'), IPv4Address('151.101.193.69'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.2.154'), 'id.resp_h': IPv4Address('151.101.193.69')}), (IPv4Address('10.47.21.210'), IPv4Address('10.128.0.233'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.47.21.210'), 'id.resp_h': IPv4Address('10.128.0.233')}), (IPv4Address('10.128.0.241'), IPv4Address('10.47.1.248'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.241'), 'id.resp_h': IPv4Address('10.47.1.248')}), (IPv4Address('10.128.0.241'), IPv4Address('10.47.1.238'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.241'), 'id.resp_h': IPv4Address('10.47.1.238')}), (IPv4Address('10.128.0.241'), IPv4Address('10.47.1.105'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.128.0.241'), 'id.resp_h': IPv4Address('10.47.1.105')}), (IPv4Address('10.128.0.241'), IPv4Address('10.47.1.103'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.241'), 'id.resp_h': IPv4Address('10.47.1.103')}), (IPv4Address('10.128.0.241'), IPv4Address('10.47.1.174'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.128.0.241'), 'id.resp_h': IPv4Address('10.47.1.174')}), (IPv4Address('10.47.26.55'), IPv4Address('10.248.202.62'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.26.55'), 'id.resp_h': IPv4Address('10.248.202.62')}), (IPv4Address('10.47.6.161'), IPv4Address('50.16.166.41'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.6.161'), 'id.resp_h': IPv4Address('50.16.166.41')}), (IPv4Address('10.47.8.152'), IPv4Address('23.10.142.160'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.8.152'), 'id.resp_h': IPv4Address('23.10.142.160')}), (IPv4Address('10.47.8.152'), IPv4Address('198.189.255.222'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.8.152'), 'id.resp_h': IPv4Address('198.189.255.222')}), (IPv4Address('10.47.1.156'), IPv4Address('172.217.11.77'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.1.156'), 'id.resp_h': IPv4Address('172.217.11.77')}), (IPv4Address('10.47.8.155'), IPv4Address('23.73.212.177'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.8.155'), 'id.resp_h': IPv4Address('23.73.212.177')}), (IPv4Address('10.47.6.173'), IPv4Address('172.217.11.78'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.6.173'), 'id.resp_h': IPv4Address('172.217.11.78')}), (IPv4Address('10.47.4.151'), IPv4Address('54.172.250.58'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.4.151'), 'id.resp_h': IPv4Address('54.172.250.58')}), (IPv4Address('10.47.21.183'), IPv4Address('10.128.0.207'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.47.21.183'), 'id.resp_h': IPv4Address('10.128.0.207')}), (IPv4Address('10.47.7.58'), IPv4Address('131.234.137.63'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.47.7.58'), 'id.resp_h': IPv4Address('131.234.137.63')}), (IPv4Address('10.10.18.2'), IPv4Address('10.150.0.85'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.10.18.2'), 'id.resp_h': IPv4Address('10.150.0.85')}), (IPv4Address('10.47.2.153'), IPv4Address('10.0.0.100'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.47.2.153'), 'id.resp_h': IPv4Address('10.0.0.100')}), (IPv4Address('10.47.8.153'), IPv4Address('200.160.0.8'), {'proto': 'udp', 'id.orig_h': IPv4Address('10.47.8.153'), 'id.resp_h': IPv4Address('200.160.0.8')}), (IPv4Address('10.47.7.2'), IPv4Address('172.217.11.78'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.7.2'), 'id.resp_h': IPv4Address('172.217.11.78')}), (IPv4Address('10.47.21.116'), IPv4Address('10.128.0.233'), {'proto': 'icmp', 'id.orig_h': IPv4Address('10.47.21.116'), 'id.resp_h': IPv4Address('10.128.0.233')}), (IPv4Address('10.47.1.152'), IPv4Address('23.38.181.32'), {'proto': 'tcp', 'id.orig_h': IPv4Address('10.47.1.152'), 'id.resp_h': IPv4Address('23.38.181.32')})]\n",
"Nodes and degrees\n",
"\n",
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(IPv4Address('10.47.2.188'), 1), (IPv4Address('10.47.27.183'), 1)]\n",
"Is the Graph weighted?\n",
"\n",
"False\n"
]
}
],
"source": [
"# If Verbose=True, print debug data for pandas DataFrame\n",
"if Verbose:\n",
" debug_graph_data(G)\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[]"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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