import json

# Load sign-in data
signins = json.load(open('D:/ClaudeTools/temp/vwp_signins_raw.json')).get('value', [])

# Load existing results
try:
    results = json.load(open('D:/ClaudeTools/temp/vwp_bec_results.json'))
except:
    results = {}

# Add sign-in data
results['signins'] = signins

# Add sign-in summary
ips = {}
locations = {}
failed = 0
risky = 0
for s in signins:
    ip = s.get('ipAddress', 'N/A')
    loc = s.get('location', {})
    country = loc.get('countryOrRegion', '?')
    loc_str = f"{loc.get('city','?')}, {loc.get('state','?')}, {country}"
    ips[ip] = ips.get(ip, 0) + 1
    locations[loc_str] = locations.get(loc_str, 0) + 1
    if s.get('status', {}).get('errorCode', 0) != 0:
        failed += 1
    if s.get('riskLevelDuringSignIn', 'none') not in ('none', 'low', None, ''):
        risky += 1

results['signin_summary'] = {
    'total': len(signins),
    'failed': failed,
    'risky': risky,
    'unique_ips': len(ips),
    'ips': ips,
    'locations': locations
}

with open('D:/ClaudeTools/temp/vwp_bec_results.json', 'w') as f:
    json.dump(results, f, indent=2, default=str)
print('Results compiled and saved.')