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Refactor enrichment module by adding utility functions, enhancing CSV handling, and implementing SSID metrics extraction. Update run_test script to improve logging on speed test failures.

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Yaro Kasear 2025-04-24 15:43:36 -05:00
parent 4b9ad6f609
commit 55b0835dd7
11 changed files with 541 additions and 406 deletions
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56
enrichment/merge_ssid_summaries.py Normal file
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from collections import defaultdict
from statistics import mean
def merge_ssid_summaries(summary_lists):
merged = {}
for summary in summary_lists:
for entry in summary:
ssid = entry['SSID']
key = ssid # You could also key on both SSID + BSSID set if you're feeling spicy
if key not in merged:
merged[key] = {
'SSID': ssid,
'Hidden': entry['Hidden'],
'Open': entry['Open'],
'BSSID_Count': entry['BSSID_Count'],
'BSSIDs': set(entry['BSSIDs'].split(";")),
'Avg_Signal': [entry['Avg_Signal']],
'Max_Signal': entry['Max_Signal'],
'Min_Signal': entry['Min_Signal'],
'Clients_Seen': entry['Clients_Seen'],
'CiscoAvgClients': [entry['CiscoAvgClients']],
'CiscoMaxClients': entry['CiscoMaxClients'],
'PacketCount': entry['PacketCount']
}
else:
merged[key]['Hidden'] = merged[key]['Hidden'] or entry['Hidden']
merged[key]['Open'] = merged[key]['Open'] and entry['Open']
merged[key]['BSSIDs'].update(entry['BSSIDs'].split(";"))
merged[key]['Avg_Signal'].append(entry['Avg_Signal'])
merged[key]['Max_Signal'] = max(merged[key]['Max_Signal'], entry['Max_Signal'])
merged[key]['Min_Signal'] = min(merged[key]['Min_Signal'], entry['Min_Signal'])
merged[key]['Clients_Seen'] += entry['Clients_Seen']
merged[key]['CiscoAvgClients'].append(entry['CiscoAvgClients'])
merged[key]['CiscoMaxClients'] = max(merged[key]['CiscoMaxClients'], entry['CiscoMaxClients'])
merged[key]['PacketCount'] += entry['PacketCount']
final_list = []
for ssid, data in merged.items():
final_list.append({
'SSID': data['SSID'],
'Hidden': data['Hidden'],
'Open': data['Open'],
'BSSID_Count': len(data['BSSIDs']),
'BSSIDs': ";".join(sorted(data['BSSIDs'])),
'Avg_Signal': round(mean(data['Avg_Signal']), 2),
'Max_Signal': data['Max_Signal'],
'Min_Signal': data['Min_Signal'],
'Clients_Seen': data['Clients_Seen'],
'CiscoAvgClients': round(mean(data['CiscoAvgClients']), 2),
'CiscoMaxClients': data['CiscoMaxClients'],
'PacketCount': data['PacketCount']
})
return final_list