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update_db.py
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update_db.py
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# coding: utf-8
from airtable import Airtable
import time
import pprint
import requests
import json
def get_airtable_key(filename):
f = open(filename, 'r', encoding='utf8')
key = f.read()
f.close()
return key
AIRTABLE_API_DB = 'app5nfpdGUNScgwGV'
AIRTABLE_API_KEY = get_airtable_key('airtable.key') # airtable.key is a local text file, write key into it
TABLE_APPS = 'Apps'
TABLE_TRACKERS = 'Trackers'
TABLE_PERMISSIONS = 'Permissions'
TABLE_COUNTRIES = 'Countries'
TABLE_COMPANIES = 'Tracking companies'
TABLE_APP_TRACKERS = ''
def load_perms():
all = []
f = open('permissions_dangerous.txt', 'r')
for l in f:
all.append(l.strip())
return all
PERM_DANG = load_perms()
def write_apps_table():
f = open('analysis/all.jsonl', 'r', encoding='utf8')
table_apps = Airtable(AIRTABLE_API_DB, TABLE_APPS, api_key=AIRTABLE_API_KEY)
for l in f:
data = json.loads(l)
record = {}
for k in ['packageName', 'appId', 'apkUid', 'shortDescription', 'fullDescription', 'versionName']:
record[k] = str(data['app'][k])
record['categories'] = ','.join(data['app']['categories'])
record['num_trackers'] = len(data['report']['trackers'])
trackers_ids = []
for t in data['report']['trackers']:
trackers_ids.append(str(t['id']))
record['trackers'] = ','.join(trackers_ids)
record['num_permissions'] = len(data['report']['application']['permissions'])
trackers_ids = []
for t in data['report']['application']['permissions']:
trackers_ids.append(t)
record['permissions'] = ','.join(trackers_ids)
table_apps.insert(record)
print('Wrote %s' % (record['packageName']))
f.close()
def write_trackers_table():
f = open('analysis/all.jsonl', 'r', encoding='utf8')
table_apps = Airtable(AIRTABLE_API_DB, TABLE_TRACKERS, api_key=AIRTABLE_API_KEY)
trackers = {}
for l in f:
data = json.loads(l)
for item in data['report']['trackers']:
iid = str(item['id'])
if iid not in trackers.keys():
trackers[iid] = item
trackers[iid]['id'] = str(trackers[iid]['id'])
trackers[iid]['num_apps'] = 1
trackers[iid]['apps'] = data['app']['packageName']
else:
trackers[iid]['num_apps'] += 1
trackers[iid]['apps'] += ',' + data['app']['packageName']
for k, v in trackers.items():
record = v
table_apps.insert(record)
print('Wrote %s' % (record['name']))
f.close()
def write_trac_table():
f = open('analysis/all.jsonl', 'r', encoding='utf8')
table_apps = Airtable(AIRTABLE_API_DB, TABLE_TRACKERS, api_key=AIRTABLE_API_KEY)
trackers = {}
for l in f:
data = json.loads(l)
for item in data['report']['trackers']:
iid = str(item['id'])
if iid not in trackers.keys():
trackers[iid] = item
trackers[iid]['id'] = str(trackers[iid]['id'])
trackers[iid]['num_apps'] = 1
trackers[iid]['apps'] = data['app']['packageName']
else:
trackers[iid]['num_apps'] += 1
trackers[iid]['apps'] += ',' + data['app']['packageName']
for k, v in trackers.items():
record = v
table_apps.insert(record)
print('Wrote %s' % (record['name']))
f.close()
def write_permissions_table():
f = open('analysis/all.jsonl', 'r', encoding='utf8')
table_apps = Airtable(AIRTABLE_API_DB, TABLE_PERMISSIONS, api_key=AIRTABLE_API_KEY)
trackers = {}
for l in f:
data = json.loads(l)
for item in data['report']['application']['permissions']:
iid = item
if iid not in trackers.keys():
trackers[iid] = {'id' : item}
trackers[iid]['num_apps'] = 1
trackers[iid]['apps'] = data['app']['packageName']
trackers[iid]['is_danger'] = True if item.rsplit('.', 1)[-1] in PERM_DANG else False
else:
trackers[iid]['num_apps'] += 1
trackers[iid]['apps'] += ',' + data['app']['packageName']
for k, v in trackers.items():
record = v
table_apps.insert(record)
print('Wrote %s' % (record['id']))
f.close()
def write_permissions_table():
f = open('analysis/all.jsonl', 'r', encoding='utf8')
table_apps = Airtable(AIRTABLE_API_DB, TABLE_PERMISSIONS, api_key=AIRTABLE_API_KEY)
trackers = {}
for l in f:
data = json.loads(l)
for item in data['report']['application']['permissions']:
iid = item
if iid not in trackers.keys():
trackers[iid] = {'id' : item}
trackers[iid]['num_apps'] = 1
trackers[iid]['apps'] = data['app']['packageName']
trackers[iid]['is_danger'] = True if item.rsplit('.', 1)[-1] in PERM_DANG else False
else:
trackers[iid]['num_apps'] += 1
trackers[iid]['apps'] += ',' + data['app']['packageName']
for k, v in trackers.items():
record = v
table_apps.insert(record)
print('Wrote %s' % (record['id']))
f.close()
def update_companies_table():
table_apps = Airtable(AIRTABLE_API_DB, TABLE_TRACKERS, api_key=AIRTABLE_API_KEY)
companies = {}
for app in table_apps.get_all():
fields = app['fields']
company = fields['company_name']
if len(company) == 0: continue
company = company[0]
if company not in companies.keys():
companies[company] = {'name' : company, 'country' : fields['country_name'][0], 'website' : fields['website'],
'num_trackers' : 1, 'num_apps' : fields['num_apps']}
else:
companies[company]['num_trackers'] += 1
companies[company]['num_apps'] += fields['num_apps']
table_comp = Airtable(AIRTABLE_API_DB, TABLE_COMPANIES, api_key=AIRTABLE_API_KEY)
for comp in table_comp.get_all():
name = comp['fields']['name']
if name in companies.keys():
for k in ['website', 'num_trackers', 'num_apps', 'country']:
comp['fields'][k] = companies[name][k]
print('Updated %s' % (name))
print(comp['fields'])
table_comp.update(comp['id'], comp['fields'])
def update_countries_table():
table_comp = Airtable(AIRTABLE_API_DB, TABLE_COMPANIES, api_key=AIRTABLE_API_KEY)
countries = {}
for app in table_comp.get_all():
fields = app['fields']
country = fields['country_name']
if len(country) == 0: continue
country = country[0]
if country not in countries.keys():
countries[country] = {'name' : country, 'num_companies' : 1,
'num_trackers' : fields['num_trackers'], 'num_apps' : fields['num_apps']}
else:
countries[country]['num_companies'] += 1
countries[country]['num_trackers'] += fields['num_trackers']
countries[country]['num_apps'] += fields['num_apps']
table_count = Airtable(AIRTABLE_API_DB, TABLE_COUNTRIES, api_key=AIRTABLE_API_KEY)
for count in table_count.get_all():
name = count['fields']['name']
if name in countries.keys():
for k in ['num_companies', 'num_trackers', 'num_apps']:
count['fields'][k] = countries[name][k]
print('Updated %s' % (name))
print(count['fields'])
table_count.update(count['id'], count['fields'])
def update_apps_table():
f = open('analysis/all.jsonl', 'r', encoding='utf8')
packages = {}
for l in f:
row = json.loads(l)
packages[row['app']['packageName']] = row['app']
f.close()
table_apps = Airtable(AIRTABLE_API_DB, TABLE_APPS, api_key=AIRTABLE_API_KEY)
for app in table_apps.get_all():
fields = app['fields']
outf = {}
outf['icon_url'] = packages[fields['packageName']]['iconUrl']
outf['app_url'] = 'https://apps.rustore.ru/app/' + fields['packageName']
table_apps.update(app['id'], outf)
print('Updated %s' % (fields['packageName']))
# break
if __name__ == "__main__":
update_apps_table()
# update_countries_table()
# update_companies_table()
# write_apps_table()
# write_permissions_table()
# write_trackers_table()