Intial commit. Some stuff I made last night.
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netx_path_test.py
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50
netx_path_test.py
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import sqlite3
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import networkx as nx
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import matplotlib.pyplot as plt
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import random
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import numpy
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seed=1
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random.seed(seed)
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numpy.random.seed(seed)
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conn = sqlite3.connect('traceroute.db')
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cursor = conn.cursor()
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cursor.execute("SELECT source_ip, destination_ip FROM links")
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edges = cursor.fetchall()
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conn.close()
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G = nx.Graph()
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for edge in edges:
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source_ip, destination_ip = edge
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G.add_edge(source_ip, destination_ip)
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# Find all connected components (subgraphs) in the graph
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subgraphs = [G.subgraph(c).copy() for c in nx.connected_components(G)]
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hscale=5
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vscale=100
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# Create the figure with a larger size
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total_nodes = sum(len(subgraph.nodes) for subgraph in subgraphs)
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width = total_nodes * hscale / 10 # Adjust the width as needed
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height = total_nodes * vscale / 50 # Adjust the height as needed
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plt.figure(figsize=(width, height))
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# Set aspect ratio to 'equal'
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plt.gca().set_aspect('equal', adjustable='datalim')
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# Draw each subgraph separately
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for subgraph in subgraphs:
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nodes = list(subgraph.nodes)
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pos = {node: (i * hscale, -i * vscale) for i, node in enumerate(nodes)}
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nx.draw(subgraph, pos, with_labels=True, node_color='lightblue', edge_color='gray', node_size=500, font_size=10)
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# Save the figure
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plt.savefig("graph003.svg", format="svg")
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plt.show()
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126
traceroute_collector.py
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126
traceroute_collector.py
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#!/usr/bin/env python3.11
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import subprocess
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import sqlite3
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import re
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from datetime import datetime
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def run_traceroute(host):
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result = subprocess.run(['traceroute', host], stdout=subprocess.PIPE)
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return result.stdout.decode()
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def parse_traceroute_output(output):
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hops = []
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lines = output.strip().split('\n')[1:] # Skip the first line (traceroute to ...)
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previous_ip = None
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for line in lines:
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parts = line.split()
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hop_number = int(parts[0])
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ip_address = parts[1]
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latencies = []
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for part in parts[2:]:
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if re.match(r'^[0-9+\s+ms$]', part):
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latency_str = re.sub(r'[^0-9.]', '', part)
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if latency_str and not latency_str == '':
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try:
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print(part)
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print(latency_str)
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latencies.append(float(latency_str))
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except ValueError:
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print(f"Could not convert '{latency_str}' to float.")
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avg_latency = sum(latencies) / len(latencies) if latencies else None
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timestamp = datetime.now().isoformat()
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if previous_ip:
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hops.append({
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'hop_number': hop_number,
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'source_ip': previous_ip,
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'destination_ip': ip_address,
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'latency': avg_latency,
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'timestamp': timestamp,
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})
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previous_ip = ip_address
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return hops
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def create_tables():
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conn = sqlite3.connect('traceroute.db')
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cursor = conn.cursor()
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# Table to store unique links
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cursor.execute('''
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CREATE TABLE IF NOT EXISTS links (
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id INTEGER PRIMARY KEY,
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source_ip TEXT,
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destination_ip TEXT,
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UNIQUE(source_ip, destination_ip)
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)
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''')
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# Table to store latency and timestamp for each link
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cursor.execute('''
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CREATE TABLE IF NOT EXISTS link_latency (
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id INTEGER PRIMARY KEY,
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link_id INTEGER,
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latency REAL,
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timestamp TEXT,
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FOREIGN KEY (link_id) REFERENCES links (id)
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)
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''')
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conn.commit()
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conn.close()
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def store_traceroute(hops):
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conn = sqlite3.connect('traceroute.db')
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cursor = conn.cursor()
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for hop in hops:
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# Insert or ignore link into links table
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cursor.execute('''
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INSERT OR IGNORE INTO links (source_ip, destination_ip)
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VALUES (?, ?)
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''', (hop['source_ip'], hop['destination_ip']))
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# Retrieve the link_id
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cursor.execute('''
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SELECT id FROM links WHERE source_ip = ? AND destination_ip = ?
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''', (hop['source_ip'], hop['destination_ip']))
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link_id = cursor.fetchone()[0]
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# Insert latency data into link_latency table
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cursor.execute('''
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INSERT INTO link_latency (link_id, latency, timestamp)
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VALUES (?, ?, ?)
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''', (link_id, hop['latency'], hop['timestamp']))
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conn.commit()
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conn.close()
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def retrieve_traceroute():
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conn = sqlite3.connect('traceroute.db')
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cursor = conn.cursor()
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cursor.execute('''
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SELECT l.source_ip, l.destination_ip, ll.latency, ll.timestamp
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FROM link_latency ll
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JOIN links l ON ll.link_id = l.id
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ORDER BY ll.timestamp
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''')
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rows = cursor.fetchall()
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conn.close()
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return rows
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# Usage
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if __name__ == '__main__':
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create_tables()
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traceroute_output = run_traceroute('vi.fi')
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hops = parse_traceroute_output(traceroute_output)
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# for hop in hops:
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# print(hop)
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store_traceroute(hops)
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stored_hops = retrieve_traceroute()
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for hop in stored_hops:
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print(f"Link: {hop[0]} -> {hop[1]}, Latency: {hop[2]} ms, Timestamp: {hop[3]}")
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exit(0)
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67
traceroute_visualization.py
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67
traceroute_visualization.py
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import sqlite3
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import networkx as nx
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from pyvis.network import Network
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import matplotlib.pyplot as plt
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from datetime import datetime
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def retrieve_traceroute_data():
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conn = sqlite3.connect('traceroute.db')
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cursor = conn.cursor()
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cursor.execute('''
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SELECT l.source_ip, l.destination_ip, ll.latency, ll.timestamp
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FROM link_latency ll
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JOIN links l ON ll.link_id = l.id
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ORDER BY ll.timestamp
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''')
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rows = cursor.fetchall()
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conn.close()
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return rows
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def build_graph(data):
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G = nx.DiGraph() # Create a directed graph
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for row in data:
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source_ip = row[0]
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destination_ip = row[1]
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latency = row[2]
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timestamp = row[3]
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# Add nodes and edges to the graph
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G.add_node(source_ip)
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G.add_node(destination_ip)
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G.add_edge(source_ip, destination_ip, latency=latency, timestamp=timestamp)
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return G
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#def visualize_graph_pyvis(G, output_file='network.html'):
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# net = Network(height='750px', width='100%', directed=True)
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# net.from_nx(G)
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#
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# for edge in G.edges(data=True):
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# src, dst, data = edge
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# latency = data['latency']
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# timestamp = data['timestamp']
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# net.add_edge(src, dst, title=f'Latency: {latency} ms<br>Timestamp: {timestamp}', value=latency)
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#
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# net.show(output_file)
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def main():
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# Retrieve data from the database
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traceroute_data = retrieve_traceroute_data()
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# Build the network graph
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graph = build_graph(traceroute_data)
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return graph
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if __name__ == '__main__':
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graph = main()
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nx.draw_planar(graph, with_labels=True)
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plt.savefig("path.png")
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# Visualize the graph using pyvis
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#visualize_graph_pyvis(graph, 'traceroute_network.html')
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exit(0)
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