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database.py
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248 lines (183 loc) · 8 KB
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import requests
import time
import pymongo
from pymongo import MongoClient
import datetime
from dateutil import parser
from pyhashlookup.api import Hashlookup
class Database:
def __init__(self, database_url: str):
self.database_url: str = database_url
def populate(self):
pass
def update(self):
pass
def clear_database(self):
pass
def is_populated(self) -> bool:
return True
def is_up_to_date(self) -> bool:
return True
def close(self):
pass
class CVEDatabase(Database):
def __init__(self, mongodb_url: str, api_key: str | None):
super().__init__(mongodb_url)
self.api_key = api_key
self.client = MongoClient(self.database_url, connectTimeoutMS=10000, socketTimeoutMS=10000)
self.cve_col = self.client['cve-database']['cves']
self.info_col = self.client['cve-database']['info']
def connect(self) -> bool:
try:
self.info_col.find_one() # Test connection
return True
except Exception as e:
print(f"Error connecting to MongoDB: {e}")
return False
def query_database(self, package: str,version: str) -> tuple[str, str, list[dict]]:
query = {
'cve.configurations.nodes.cpeMatch.criteria': {
'$regex': f'.*{package}:{package}.*',
'$options': 'i'
}
}
return (
package,
version,
[doc for doc in self.cve_col.find(query)]
)
def close(self):
self.client.close()
def populate(self):
print('Populating database. This can take a while...')
if self.is_populated():
self.clear_database()
start_index = 0
processed_count = 0
url = 'https://services.nvd.nist.gov/rest/json/cves/2.0'
headers = {'apiKey': self.api_key} if self.api_key else None
while True:
params = {
'startIndex': start_index,
'noRejected': None
}
response = requests.get(url, headers=headers, params=params)
if response.status_code == 200:
data = response.json()
if not data:
break
for cve in data['vulnerabilities']:
cve['_id'] = cve['cve']['id']
self.cve_col.insert_many(data['vulnerabilities'])
processed_count += data['resultsPerPage']
print(f"{processed_count}/{data['totalResults']} processed", end='\r')
start_index += data['resultsPerPage']
if start_index >= data['totalResults']:
# Finished populating database
self.cve_col.create_index({ 'cve.configurations.nodes.cpeMatch.criteria': pymongo.ASCENDING })
self.update_last_update_date(datetime.datetime.now())
print(f'{processed_count}/{data["totalResults"]} processed')
break
time.sleep(2 if self.api_key else 6)
else:
print(f'Failed to fetch data from API: {response.status_code}')
break
print('Finished populating the CVE database')
def update(self):
print("Updating database...")
if not self.is_populated():
print("Database is not populated. Please populate the database first.")
return
print("Requesting changes since last update...")
url = 'https://services.nvd.nist.gov/rest/json/cves/2.0'
headers = {'apiKey': self.api_key} if self.api_key else None
start_index = 0
processed_count = 0
last_update = self.get_last_update_date()
while True:
params = {
'startIndex': start_index,
'lastModStartDate': last_update.isoformat() if last_update else (datetime.datetime.now() - datetime.timedelta(weeks=1)).isoformat(),
'lastModEndDate': datetime.datetime.now().isoformat(),
'noRejected': None
}
response = requests.get(url, headers=headers, params=params)
if response.status_code == 200:
data = response.json()
if not data:
break;
if len(data['vulnerabilities']) == 0:
break;
for cve in data['vulnerabilities']:
cve['_id'] = cve['cve']['id']
self.cve_col.update_one({'_id': cve['_id']}, {'$set': cve}, upsert=True)
processed_count += data['resultsPerPage']
print(f"{processed_count}/{data['totalResults']} changes processed", end='\r')
start_index += data['resultsPerPage']
if start_index >= data['totalResults']:
print(f'{processed_count}/{data["totalResults"]} changes processed')
break
time.sleep(2 if self.api_key else 6)
else:
print(f'Failed to fetch data from API: {response.status_code}')
break
print('Requesting new CVEs since last update...')
start_index = 0
processed_count = 0
while True:
params = {
'startIndex': start_index,
'kevStartDate': last_update.isoformat() if last_update else (datetime.datetime.now() - datetime.timedelta(weeks=1)).isoformat(),
'kevEndDate': datetime.datetime.now().isoformat(),
'noRejected': None
}
response = requests.get(url, headers=headers, params=params)
if response.status_code == 200:
data = response.json()
if not data:
break;
if len(data['vulnerabilities']) == 0:
self.update_last_update_date(datetime.datetime.now())
break;
for cve in data['vulnerabilities']:
cve['_id'] = cve['cve']['id']
self.cve_col.insert_many(data['vulnerabilities'])
processed_count += data['resultsPerPage']
print(f"{processed_count}/{data['totalResults']} new CVEs processed", end='\r')
start_index += data['resultsPerPage']
if start_index >= data['totalResults']:
print(f'{processed_count}/{data["totalResults"]} new CVEs processed')
self.update_last_update_date(datetime.datetime.now())
break
time.sleep(2 if self.api_key else 6)
else:
print(f'Failed to fetch data from API: {response.status_code}')
break
print('Finished updating the CVE database')
def clear_database(self):
self.cve_col.delete_many({})
self.info_col.delete_many({})
print('Database cleared')
def is_populated(self) -> bool:
return self.cve_col.estimated_document_count() > 0
def get_last_update_date(self):
last_update = self.info_col.find_one({}, sort=[('last_update', -1)])
if last_update:
return parser.parse(last_update['last_update'])
return None
def is_up_to_date(self) -> bool:
last_update_date = self.get_last_update_date()
if last_update_date:
return last_update_date > datetime.datetime.now() - datetime.timedelta(weeks=1)
return False
def update_last_update_date(self, date: datetime.datetime):
self.info_col.update_one({}, {'$set': {'last_update': date.isoformat()}}, upsert=True)
class HashDatabase(Database):
def __init__(self, hash_query_url: str, api_key: str | None):
super().__init__(hash_query_url)
self.api_key: str | None = api_key
self.hash_lookup: Hashlookup = Hashlookup()
def query_database(self, package: str, hash: str) -> tuple[str, str, list[dict]]:
return (package, hash, [self.hash_lookup.lookup(hash)])
def connect(self) -> bool:
return len(self.hash_lookup.info()) > 0