mirror of https://github.com/MISP/PyMISP
1015 lines
53 KiB
Python
1015 lines
53 KiB
Python
#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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import unittest
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from pymisp import ExpandedPyMISP, MISPEvent, MISPOrganisation, MISPUser, Distribution, ThreatLevel, Analysis, MISPObject
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from pymisp.tools import make_binary_objects
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from datetime import datetime, timedelta, date
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from io import BytesIO
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import time
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from uuid import uuid4
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try:
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from keys import url, key
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verifycert = False
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travis_run = True
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except ImportError as e:
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print(e)
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url = 'http://localhost:8080'
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key = 'E36iZ8hr31XIcWfqU4NGniwhMuvYRngip6O1dC9T'
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verifycert = False
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travis_run = False
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class TestComprehensive(unittest.TestCase):
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@classmethod
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def setUpClass(cls):
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cls.maxDiff = None
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# Connect as admin
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cls.admin_misp_connector = ExpandedPyMISP(url, key, verifycert, debug=False)
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# Creates an org
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org = cls.admin_misp_connector.add_organisation(name='Test Org')
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cls.test_org = MISPOrganisation()
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cls.test_org.from_dict(**org)
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# Creates a user
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usr = cls.admin_misp_connector.add_user(email='testusr@user.local', org_id=cls.test_org.id, role_id=3)
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cls.test_usr = MISPUser()
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cls.test_usr.from_dict(**usr)
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cls.user_misp_connector = ExpandedPyMISP(url, cls.test_usr.authkey, verifycert, debug=False)
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# Creates a publisher
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pub = cls.admin_misp_connector.add_user(email='testpub@user.local', org_id=cls.test_org.id, role_id=4)
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cls.test_pub = MISPUser()
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cls.test_pub.from_dict(**pub)
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cls.pub_misp_connector = ExpandedPyMISP(url, cls.test_pub.authkey, verifycert)
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@classmethod
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def tearDownClass(cls):
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# Delete publisher
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cls.admin_misp_connector.delete_user(user_id=cls.test_pub.id)
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# Delete user
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cls.admin_misp_connector.delete_user(user_id=cls.test_usr.id)
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# Delete org
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cls.admin_misp_connector.delete_organisation(org_id=cls.test_org.id)
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def create_simple_event(self, force_timestamps=False):
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mispevent = MISPEvent(force_timestamps=force_timestamps)
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mispevent.info = 'This is a super simple test'
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mispevent.distribution = Distribution.your_organisation_only
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mispevent.threat_level_id = ThreatLevel.low
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mispevent.analysis = Analysis.completed
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mispevent.add_attribute('text', str(uuid4()))
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return mispevent
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def environment(self):
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first_event = MISPEvent()
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first_event.info = 'First event - org only - low - completed'
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first_event.distribution = Distribution.your_organisation_only
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first_event.threat_level_id = ThreatLevel.low
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first_event.analysis = Analysis.completed
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first_event.set_date("2017-12-31")
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first_event.add_attribute('text', str(uuid4()))
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first_event.attributes[0].add_tag('admin_only')
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first_event.attributes[0].add_tag('tlp:white___test')
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first_event.add_attribute('text', str(uuid4()))
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first_event.attributes[1].add_tag('unique___test')
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second_event = MISPEvent()
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second_event.info = 'Second event - org only - medium - ongoing'
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second_event.distribution = Distribution.your_organisation_only
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second_event.threat_level_id = ThreatLevel.medium
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second_event.analysis = Analysis.ongoing
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second_event.set_date("Aug 18 2018")
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second_event.add_attribute('text', str(uuid4()))
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second_event.attributes[0].add_tag('tlp:white___test')
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second_event.add_attribute('ip-dst', '1.1.1.1')
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second_event.attributes[1].add_tag('tlp:amber___test')
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# Same value as in first event.
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second_event.add_attribute('text', first_event.attributes[0].value)
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third_event = MISPEvent()
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third_event.info = 'Third event - all orgs - high - initial'
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third_event.distribution = Distribution.all_communities
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third_event.threat_level_id = ThreatLevel.high
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third_event.analysis = Analysis.initial
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third_event.set_date("Jun 25 2018")
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third_event.add_tag('tlp:white___test')
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third_event.add_attribute('text', str(uuid4()))
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third_event.attributes[0].add_tag('tlp:amber___test')
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third_event.attributes[0].add_tag('foo_double___test')
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third_event.add_attribute('ip-src', '8.8.8.8')
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third_event.attributes[1].add_tag('tlp:amber___test')
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third_event.add_attribute('ip-dst', '9.9.9.9')
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# Create first and third event as admin
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# usr won't be able to see the first one
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first = self.admin_misp_connector.add_event(first_event)
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third = self.admin_misp_connector.add_event(third_event)
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# Create second event as user
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second = self.user_misp_connector.add_event(second_event)
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return first, second, third
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def test_search_value_event(self):
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'''Search a value on the event controller
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* Test ACL admin user vs normal user in an other org
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* Make sure we have one match
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'''
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try:
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first, second, third = self.environment()
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# Search as admin
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events = self.admin_misp_connector.search(value=first.attributes[0].value, pythonify=True)
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self.assertEqual(len(events), 2)
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for e in events:
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self.assertIn(e.id, [first.id, second.id])
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# Search as user
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events = self.user_misp_connector.search(value=first.attributes[0].value, pythonify=True)
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self.assertEqual(len(events), 1)
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for e in events:
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self.assertIn(e.id, [second.id])
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# Non-existing value
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events = self.user_misp_connector.search(value=str(uuid4()), pythonify=True)
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self.assertEqual(events, [])
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finally:
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# Delete events
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self.admin_misp_connector.delete_event(first.id)
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self.admin_misp_connector.delete_event(second.id)
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self.admin_misp_connector.delete_event(third.id)
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def test_search_value_attribute(self):
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'''Search value in attributes controller'''
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try:
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first, second, third = self.environment()
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# Search as admin
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attributes = self.admin_misp_connector.search(controller='attributes', value=first.attributes[0].value, pythonify=True)
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self.assertEqual(len(attributes), 2)
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for a in attributes:
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self.assertIn(a.event_id, [first.id, second.id])
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# Search as user
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attributes = self.user_misp_connector.search(controller='attributes', value=first.attributes[0].value, pythonify=True)
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self.assertEqual(len(attributes), 1)
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for a in attributes:
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self.assertIn(a.event_id, [second.id])
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# Non-existing value
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attributes = self.user_misp_connector.search(controller='attributes', value=str(uuid4()), pythonify=True)
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self.assertEqual(attributes, [])
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finally:
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# Delete event
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self.admin_misp_connector.delete_event(first.id)
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self.admin_misp_connector.delete_event(second.id)
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self.admin_misp_connector.delete_event(third.id)
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def test_search_type_event(self):
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'''Search multiple events, search events containing attributes with specific types'''
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try:
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first, second, third = self.environment()
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# Search as admin
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events = self.admin_misp_connector.search(timestamp=first.timestamp.timestamp(), pythonify=True)
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self.assertEqual(len(events), 3)
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for e in events:
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self.assertIn(e.id, [first.id, second.id, third.id])
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attributes_types_search = self.admin_misp_connector.build_complex_query(or_parameters=['ip-src', 'ip-dst'])
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events = self.admin_misp_connector.search(timestamp=first.timestamp.timestamp(),
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type_attribute=attributes_types_search, pythonify=True)
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self.assertEqual(len(events), 2)
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for e in events:
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self.assertIn(e.id, [second.id, third.id])
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finally:
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# Delete event
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self.admin_misp_connector.delete_event(first.id)
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self.admin_misp_connector.delete_event(second.id)
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self.admin_misp_connector.delete_event(third.id)
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def test_search_type_attribute(self):
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'''Search multiple attributes, search attributes with specific types'''
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try:
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first, second, third = self.environment()
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# Search as admin
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attributes = self.admin_misp_connector.search(controller='attributes',
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timestamp=first.timestamp.timestamp(), pythonify=True)
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self.assertEqual(len(attributes), 8)
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for a in attributes:
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self.assertIn(a.event_id, [first.id, second.id, third.id])
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# Search as user
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attributes_types_search = self.admin_misp_connector.build_complex_query(or_parameters=['ip-src', 'ip-dst'])
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attributes = self.admin_misp_connector.search(controller='attributes',
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timestamp=first.timestamp.timestamp(),
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type_attribute=attributes_types_search, pythonify=True)
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self.assertEqual(len(attributes), 3)
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for a in attributes:
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self.assertIn(a.event_id, [second.id, third.id])
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finally:
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# Delete event
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self.admin_misp_connector.delete_event(first.id)
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self.admin_misp_connector.delete_event(second.id)
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self.admin_misp_connector.delete_event(third.id)
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def test_search_tag_event(self):
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'''Search Tags at events level'''
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try:
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first, second, third = self.environment()
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# Search as admin
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events = self.admin_misp_connector.search(tags='tlp:white___test', pythonify=True)
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self.assertEqual(len(events), 3)
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for e in events:
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self.assertIn(e.id, [first.id, second.id, third.id])
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events = self.admin_misp_connector.search(tags='tlp:amber___test', pythonify=True)
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self.assertEqual(len(events), 2)
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for e in events:
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self.assertIn(e.id, [second.id, third.id])
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events = self.admin_misp_connector.search(tags='admin_only', pythonify=True)
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self.assertEqual(len(events), 1)
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for e in events:
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self.assertIn(e.id, [first.id])
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# Search as user
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events = self.user_misp_connector.search(tags='tlp:white___test', pythonify=True)
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self.assertEqual(len(events), 2)
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for e in events:
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self.assertIn(e.id, [second.id, third.id])
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events = self.user_misp_connector.search(tags='tlp:amber___test', pythonify=True)
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self.assertEqual(len(events), 2)
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for e in events:
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self.assertIn(e.id, [second.id, third.id])
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events = self.user_misp_connector.search(tags='admin_only', pythonify=True)
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self.assertEqual(events, [])
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finally:
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# Delete event
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self.admin_misp_connector.delete_event(first.id)
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self.admin_misp_connector.delete_event(second.id)
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self.admin_misp_connector.delete_event(third.id)
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def test_search_tag_attribute(self):
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'''Search Tags at attributes level'''
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try:
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first, second, third = self.environment()
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# Search as admin
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attributes = self.admin_misp_connector.search(controller='attributes', tags='tlp:white___test', pythonify=True)
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self.assertEqual(len(attributes), 5)
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attributes = self.admin_misp_connector.search(controller='attributes', tags='tlp:amber___test', pythonify=True)
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self.assertEqual(len(attributes), 3)
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attributes = self.admin_misp_connector.search(tags='admin_only', pythonify=True)
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self.assertEqual(len(attributes), 1)
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# Search as user
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attributes = self.user_misp_connector.search(controller='attributes', tags='tlp:white___test', pythonify=True)
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self.assertEqual(len(attributes), 4)
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attributes = self.user_misp_connector.search(controller='attributes', tags='tlp:amber___test', pythonify=True)
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self.assertEqual(len(attributes), 3)
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attributes = self.user_misp_connector.search(tags='admin_only', pythonify=True)
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self.assertEqual(attributes, [])
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attributes_tags_search = self.admin_misp_connector.build_complex_query(or_parameters=['tlp:amber___test'], not_parameters=['tlp:white___test'])
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attributes = self.user_misp_connector.search(controller='attributes', tags=attributes_tags_search, pythonify=True)
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self.assertEqual(len(attributes), 1)
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finally:
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# Delete event
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self.admin_misp_connector.delete_event(first.id)
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self.admin_misp_connector.delete_event(second.id)
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self.admin_misp_connector.delete_event(third.id)
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def test_search_tag_advanced_event(self):
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'''Advanced search Tags at events level'''
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try:
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first, second, third = self.environment()
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complex_query = self.admin_misp_connector.build_complex_query(or_parameters=['tlp:white___test'],
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not_parameters=['tlp:amber___test',
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'foo_double___test'])
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events = self.admin_misp_connector.search(tags=complex_query, pythonify=True)
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self.assertEqual(len(events), 3)
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for e in events:
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self.assertIn(e.id, [first.id, second.id, third.id])
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for a in e.attributes:
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self.assertEqual([t for t in a.tags if t.name == 'tlp:amber___test'], [])
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for a in e.attributes:
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self.assertEqual([t for t in a.tags if t.name == 'foo_double___test'], [])
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complex_query = self.admin_misp_connector.build_complex_query(or_parameters=['unique___test'],
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not_parameters=['tlp:white___test'])
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events = self.admin_misp_connector.search(tags=complex_query, pythonify=True)
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self.assertEqual(len(events), 1)
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for e in events:
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self.assertIn(e.id, [first.id, second.id])
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for a in e.attributes:
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self.assertEqual([t for t in a.tags if t.name == 'tlp:white___test'], [])
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finally:
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# Delete event
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self.admin_misp_connector.delete_event(first.id)
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self.admin_misp_connector.delete_event(second.id)
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self.admin_misp_connector.delete_event(third.id)
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def test_search_tag_advanced_attributes(self):
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'''Advanced search Tags at attributes level'''
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try:
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first, second, third = self.environment()
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complex_query = self.admin_misp_connector.build_complex_query(or_parameters=['tlp:white___test'],
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not_parameters=['tlp:amber___test',
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'foo_double___test'])
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attributes = self.admin_misp_connector.search(controller='attributes', tags=complex_query, pythonify=True)
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self.assertEqual(len(attributes), 3)
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for a in attributes:
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self.assertEqual([t for t in a.tags if t.name == 'tlp:amber___test'], [])
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for a in attributes:
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self.assertEqual([t for t in a.tags if t.name == 'foo_double___test'], [])
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finally:
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# Delete event
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self.admin_misp_connector.delete_event(first.id)
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self.admin_misp_connector.delete_event(second.id)
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self.admin_misp_connector.delete_event(third.id)
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def test_search_timestamp_event(self):
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'''Search specific update timestamps at events level'''
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# Creating event 1 - timestamp 5 min ago
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first = self.create_simple_event(force_timestamps=True)
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event_creation_timestamp_first = datetime.now() - timedelta(minutes=5)
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first.timestamp = event_creation_timestamp_first
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# Creating event 2 - timestamp 2 min ago
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second = self.create_simple_event(force_timestamps=True)
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event_creation_timestamp_second = datetime.now() - timedelta(minutes=2)
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second.timestamp = event_creation_timestamp_second
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try:
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first = self.user_misp_connector.add_event(first)
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second = self.user_misp_connector.add_event(second)
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# Search as user
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# # Test - last 4 min
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events = self.user_misp_connector.search(timestamp='4m', pythonify=True)
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self.assertEqual(len(events), 1)
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self.assertEqual(events[0].id, second.id)
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self.assertEqual(events[0].timestamp.timestamp(), int(event_creation_timestamp_second.timestamp()))
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# # Test timestamp of 2nd event
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events = self.user_misp_connector.search(timestamp=event_creation_timestamp_second.timestamp(), pythonify=True)
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self.assertEqual(len(events), 1)
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self.assertEqual(events[0].id, second.id)
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self.assertEqual(events[0].timestamp.timestamp(), int(event_creation_timestamp_second.timestamp()))
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# # Test interval -6 min -> -4 min
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events = self.user_misp_connector.search(timestamp=['6m', '4m'], pythonify=True)
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self.assertEqual(len(events), 1)
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self.assertEqual(events[0].id, first.id)
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self.assertEqual(events[0].timestamp.timestamp(), int(event_creation_timestamp_first.timestamp()))
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finally:
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# Delete event
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self.admin_misp_connector.delete_event(first.id)
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self.admin_misp_connector.delete_event(second.id)
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def test_search_timestamp_attribute(self):
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'''Search specific update timestamps at attributes level'''
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# Creating event 1 - timestamp 5 min ago
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first = self.create_simple_event(force_timestamps=True)
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event_creation_timestamp_first = datetime.now() - timedelta(minutes=5)
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first.timestamp = event_creation_timestamp_first
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first.attributes[0].timestamp = event_creation_timestamp_first
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# Creating event 2 - timestamp 2 min ago
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second = self.create_simple_event(force_timestamps=True)
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event_creation_timestamp_second = datetime.now() - timedelta(minutes=2)
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second.timestamp = event_creation_timestamp_second
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second.attributes[0].timestamp = event_creation_timestamp_second
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try:
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first = self.user_misp_connector.add_event(first)
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second = self.user_misp_connector.add_event(second)
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# Search as user
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# # Test - last 4 min
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attributes = self.user_misp_connector.search(controller='attributes', timestamp='4m', pythonify=True)
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self.assertEqual(len(attributes), 1)
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self.assertEqual(attributes[0].event_id, second.id)
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self.assertEqual(attributes[0].timestamp.timestamp(), int(event_creation_timestamp_second.timestamp()))
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# # Test timestamp of 2nd event
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attributes = self.user_misp_connector.search(controller='attributes', timestamp=event_creation_timestamp_second.timestamp(), pythonify=True)
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self.assertEqual(len(attributes), 1)
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self.assertEqual(attributes[0].event_id, second.id)
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self.assertEqual(attributes[0].timestamp.timestamp(), int(event_creation_timestamp_second.timestamp()))
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# # Test interval -6 min -> -4 min
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attributes = self.user_misp_connector.search(controller='attributes', timestamp=['6m', '4m'], pythonify=True)
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self.assertEqual(len(attributes), 1)
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self.assertEqual(attributes[0].event_id, first.id)
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self.assertEqual(attributes[0].timestamp.timestamp(), int(event_creation_timestamp_first.timestamp()))
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finally:
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# Delete event
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self.admin_misp_connector.delete_event(first.id)
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self.admin_misp_connector.delete_event(second.id)
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def test_user_perms(self):
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'''Test publish rights'''
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try:
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first = self.create_simple_event()
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first.publish()
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# Add event as user, no publish rights
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first = self.user_misp_connector.add_event(first)
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self.assertFalse(first.published)
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# Add event as publisher
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first.publish()
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first = self.pub_misp_connector.update_event(first)
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self.assertTrue(first.published)
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finally:
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# Delete event
|
|
self.admin_misp_connector.delete_event(first.id)
|
|
|
|
# @unittest.skip("Uncomment when adding new tests, it has a 10s sleep")
|
|
def test_search_publish_timestamp(self):
|
|
'''Search for a specific publication timestamp, an interval, and invalid values.'''
|
|
# Creating event 1
|
|
first = self.create_simple_event()
|
|
first.publish()
|
|
# Creating event 2
|
|
second = self.create_simple_event()
|
|
second.publish()
|
|
try:
|
|
first = self.pub_misp_connector.add_event(first)
|
|
time.sleep(10)
|
|
second = self.pub_misp_connector.add_event(second)
|
|
# Test invalid query
|
|
events = self.pub_misp_connector.search(publish_timestamp='5x', pythonify=True)
|
|
self.assertEqual(events, [])
|
|
events = self.pub_misp_connector.search(publish_timestamp='ad', pythonify=True)
|
|
self.assertEqual(events, [])
|
|
events = self.pub_misp_connector.search(publish_timestamp='aaad', pythonify=True)
|
|
self.assertEqual(events, [])
|
|
# Test - last 4 min
|
|
events = self.pub_misp_connector.search(publish_timestamp='5s', pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, second.id)
|
|
|
|
# Test 5 sec before timestamp of 2nd event
|
|
events = self.pub_misp_connector.search(publish_timestamp=(second.publish_timestamp.timestamp()), pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, second.id)
|
|
|
|
# Test interval -6 min -> -4 min
|
|
events = self.pub_misp_connector.search(publish_timestamp=[first.publish_timestamp.timestamp() - 5,
|
|
second.publish_timestamp.timestamp() - 5], pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, first.id)
|
|
finally:
|
|
# Delete event
|
|
self.admin_misp_connector.delete_event(first.id)
|
|
self.admin_misp_connector.delete_event(second.id)
|
|
|
|
def test_default_distribution(self):
|
|
'''The default distributions on the VM are This community only for the events and Inherit from event for attr/obj)'''
|
|
if travis_run:
|
|
return
|
|
first = self.create_simple_event()
|
|
del first.distribution
|
|
o = first.add_object(name='file')
|
|
o.add_attribute('filename', value='foo.exe')
|
|
try:
|
|
# Event create
|
|
first = self.user_misp_connector.add_event(first)
|
|
self.assertEqual(first.distribution, Distribution.this_community_only.value)
|
|
self.assertEqual(first.attributes[0].distribution, Distribution.inherit.value)
|
|
self.assertEqual(first.objects[0].distribution, Distribution.inherit.value)
|
|
self.assertEqual(first.objects[0].attributes[0].distribution, Distribution.inherit.value)
|
|
# Event edit
|
|
first.add_attribute('ip-dst', '12.54.76.43')
|
|
o = first.add_object(name='file')
|
|
o.add_attribute('filename', value='foo2.exe')
|
|
first = self.user_misp_connector.update_event(first)
|
|
self.assertEqual(first.attributes[1].distribution, Distribution.inherit.value)
|
|
self.assertEqual(first.objects[1].distribution, Distribution.inherit.value)
|
|
self.assertEqual(first.objects[1].attributes[0].distribution, Distribution.inherit.value)
|
|
# Attribute create
|
|
attribute = self.user_misp_connector.add_named_attribute(first, 'comment', 'bar')
|
|
# FIXME: Add helper that returns a list of MISPAttribute
|
|
self.assertEqual(attribute[0]['Attribute']['distribution'], str(Distribution.inherit.value))
|
|
# Object - add
|
|
o = MISPObject('file')
|
|
o.add_attribute('filename', value='blah.exe')
|
|
new_obj = self.user_misp_connector.add_object(first.id, o.template_uuid, o)
|
|
# FIXME: Add helper that returns a MISPObject
|
|
self.assertEqual(new_obj['Object']['distribution'], str(Distribution.inherit.value))
|
|
self.assertEqual(new_obj['Object']['Attribute'][0]['distribution'], str(Distribution.inherit.value))
|
|
# Object - edit
|
|
clean_obj = MISPObject(**new_obj['Object'])
|
|
clean_obj.from_dict(**new_obj['Object'])
|
|
clean_obj.add_attribute('filename', value='blah.exe')
|
|
new_obj = self.user_misp_connector.edit_object(clean_obj)
|
|
for a in new_obj['Object']['Attribute']:
|
|
self.assertEqual(a['distribution'], str(Distribution.inherit.value))
|
|
finally:
|
|
# Delete event
|
|
self.admin_misp_connector.delete_event(first.id)
|
|
|
|
def test_simple_event(self):
|
|
'''Search a bunch of parameters:
|
|
* Value not existing
|
|
* only return metadata
|
|
* published yes/no
|
|
* event id
|
|
* uuid
|
|
* creator org
|
|
* substring search in value and eventinfo
|
|
* quickfilter
|
|
* date_from
|
|
* date_to
|
|
* deleted
|
|
* to_ids
|
|
* include_event_uuid
|
|
warning list
|
|
'''
|
|
first = self.create_simple_event()
|
|
first.info = 'foo bar blah'
|
|
# First has one text attribute
|
|
second = self.create_simple_event()
|
|
second.info = 'foo blah'
|
|
second.set_date('2018-09-01')
|
|
second.add_attribute('ip-src', '8.8.8.8')
|
|
# second has two attributes: text and ip-src
|
|
try:
|
|
first = self.user_misp_connector.add_event(first)
|
|
second = self.user_misp_connector.add_event(second)
|
|
timeframe = [first.timestamp.timestamp() - 5, first.timestamp.timestamp() + 5]
|
|
# Search event we just created in multiple ways. Make sure it doesn't catch it when it shouldn't
|
|
events = self.user_misp_connector.search(timestamp=timeframe, pythonify=True)
|
|
self.assertEqual(len(events), 2)
|
|
self.assertEqual(events[0].id, first.id)
|
|
self.assertEqual(events[1].id, second.id)
|
|
events = self.user_misp_connector.search(timestamp=timeframe, value='nothere', pythonify=True)
|
|
self.assertEqual(events, [])
|
|
events = self.user_misp_connector.search(timestamp=timeframe, value=first.attributes[0].value, pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, first.id)
|
|
events = self.user_misp_connector.search(timestamp=[first.timestamp.timestamp() - 50,
|
|
first.timestamp.timestamp() - 10],
|
|
value=first.attributes[0].value, pythonify=True)
|
|
self.assertEqual(events, [])
|
|
|
|
# Test return content
|
|
events = self.user_misp_connector.search(timestamp=timeframe, metadata=False, pythonify=True)
|
|
self.assertEqual(len(events), 2)
|
|
self.assertEqual(len(events[0].attributes), 1)
|
|
self.assertEqual(len(events[1].attributes), 2)
|
|
events = self.user_misp_connector.search(timestamp=timeframe, metadata=True, pythonify=True)
|
|
self.assertEqual(len(events), 2)
|
|
self.assertEqual(len(events[0].attributes), 0)
|
|
self.assertEqual(len(events[1].attributes), 0)
|
|
|
|
# other things
|
|
events = self.user_misp_connector.search(timestamp=timeframe, published=True, pythonify=True)
|
|
self.assertEqual(events, [])
|
|
events = self.user_misp_connector.search(timestamp=timeframe, published=False, pythonify=True)
|
|
self.assertEqual(len(events), 2)
|
|
events = self.user_misp_connector.search(eventid=first.id, pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, first.id)
|
|
events = self.user_misp_connector.search(uuid=first.uuid, pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, first.id)
|
|
events = self.user_misp_connector.search(org=first.orgc_id, pythonify=True)
|
|
self.assertEqual(len(events), 2)
|
|
|
|
# test like search
|
|
events = self.user_misp_connector.search(timestamp=timeframe, value='%{}%'.format(first.attributes[0].value.split('-')[2]), pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, first.id)
|
|
events = self.user_misp_connector.search(timestamp=timeframe, eventinfo='%bar blah%', pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, first.id)
|
|
|
|
# quickfilter
|
|
events = self.user_misp_connector.search(timestamp=timeframe,
|
|
quickfilter='%foo blah%', pythonify=True)
|
|
# FIXME: should return one event
|
|
# print(events)
|
|
# self.assertEqual(len(events), 1)
|
|
# self.assertEqual(events[0].id, second.id)
|
|
|
|
# date_from / date_to
|
|
events = self.user_misp_connector.search(timestamp=timeframe, date_from=date.today().isoformat(), pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, first.id)
|
|
events = self.user_misp_connector.search(timestamp=timeframe, date_from='2018-09-01', pythonify=True)
|
|
self.assertEqual(len(events), 2)
|
|
events = self.user_misp_connector.search(timestamp=timeframe, date_from='2018-09-01', date_to='2018-09-02', pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, second.id)
|
|
|
|
# Category
|
|
events = self.user_misp_connector.search(timestamp=timeframe, category='Network activity', pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, second.id)
|
|
|
|
# toids
|
|
events = self.user_misp_connector.search(timestamp=timeframe, to_ids='0', pythonify=True)
|
|
self.assertEqual(len(events), 2)
|
|
events = self.user_misp_connector.search(timestamp=timeframe, to_ids='1', pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, second.id)
|
|
self.assertEqual(len(events[0].attributes), 1)
|
|
|
|
# deleted
|
|
second.attributes[1].delete()
|
|
self.user_misp_connector.update_event(second)
|
|
events = self.user_misp_connector.search(eventid=second.id, pythonify=True)
|
|
self.assertEqual(len(events[0].attributes), 1)
|
|
events = self.user_misp_connector.search(eventid=second.id, deleted=True, pythonify=True)
|
|
self.assertEqual(len(events[0].attributes), 2)
|
|
|
|
# include_event_uuid
|
|
attributes = self.user_misp_connector.search(controller='attributes', eventid=second.id, include_event_uuid=True, pythonify=True)
|
|
self.assertEqual(attributes[0].event_uuid, second.uuid)
|
|
|
|
# event_timestamp
|
|
time.sleep(1)
|
|
second.add_attribute('ip-src', '8.8.8.9')
|
|
second = self.user_misp_connector.update_event(second)
|
|
events = self.user_misp_connector.search(event_timestamp=second.timestamp.timestamp(), pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
|
|
# searchall
|
|
second.add_attribute('text', 'This is a test for the full text search', comment='Test stuff comment')
|
|
second = self.user_misp_connector.update_event(second)
|
|
events = self.user_misp_connector.search(value='%for the full text%', searchall=True, pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
|
|
# warninglist
|
|
self.admin_misp_connector.update_warninglists()
|
|
response = self.admin_misp_connector.toggle_warninglist(warninglist_name='%dns resolv%', force_enable=True) # enable ipv4 DNS.
|
|
self.assertDictEqual(response, {'saved': True, 'success': '3 warninglist(s) enabled'})
|
|
second.add_attribute('ip-src', '1.11.71.4')
|
|
second.add_attribute('ip-src', '9.9.9.9')
|
|
second = self.user_misp_connector.update_event(second)
|
|
|
|
events = self.user_misp_connector.search(eventid=second.id, pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, second.id)
|
|
self.assertEqual(len(events[0].attributes), 5)
|
|
|
|
events = self.user_misp_connector.search(eventid=second.id, enforce_warninglist=False, pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, second.id)
|
|
self.assertEqual(len(events[0].attributes), 5)
|
|
|
|
if not travis_run:
|
|
# FIXME: This is failing on travis for no discernable reason...
|
|
events = self.user_misp_connector.search(eventid=second.id, enforce_warninglist=True, pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertEqual(events[0].id, second.id)
|
|
self.assertEqual(len(events[0].attributes), 3)
|
|
response = self.admin_misp_connector.toggle_warninglist(warninglist_name='%dns resolv%') # disable ipv4 DNS.
|
|
self.assertDictEqual(response, {'saved': True, 'success': '3 warninglist(s) toggled'})
|
|
|
|
# Page / limit
|
|
attributes = self.user_misp_connector.search(controller='attributes', eventid=second.id, page=1, limit=3, pythonify=True)
|
|
self.assertEqual(len(attributes), 3)
|
|
|
|
attributes = self.user_misp_connector.search(controller='attributes', eventid=second.id, page=2, limit=3, pythonify=True)
|
|
self.assertEqual(len(attributes), 2)
|
|
|
|
time.sleep(1) # make sure the next attribute is added one at least one second later
|
|
|
|
# attachments
|
|
with open('tests/testlive_comprehensive.py', 'rb') as f:
|
|
first.add_attribute('malware-sample', value='testfile.py', data=BytesIO(f.read()))
|
|
|
|
first = self.user_misp_connector.update_event(first)
|
|
events = self.user_misp_connector.search(timestamp=first.timestamp.timestamp(), with_attachments=True,
|
|
pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertIs(type(events[0].attributes[-1].malware_binary), BytesIO)
|
|
events = self.user_misp_connector.search(timestamp=first.timestamp.timestamp(), with_attachments=False,
|
|
pythonify=True)
|
|
self.assertEqual(len(events), 1)
|
|
self.assertIs(events[0].attributes[-1].malware_binary, None)
|
|
|
|
finally:
|
|
# Delete event
|
|
self.admin_misp_connector.delete_event(first.id)
|
|
self.admin_misp_connector.delete_event(second.id)
|
|
|
|
def test_edit_attribute(self):
|
|
first = self.create_simple_event()
|
|
try:
|
|
first.attributes[0].comment = 'This is the original comment'
|
|
first = self.user_misp_connector.add_event(first)
|
|
first.attributes[0].comment = 'This is the modified comment'
|
|
attribute = self.user_misp_connector.update_attribute(first.attributes[0])
|
|
self.assertEqual(attribute.comment, 'This is the modified comment')
|
|
attribute = self.user_misp_connector.change_comment(first.attributes[0].uuid, 'This is the modified comment, again')
|
|
self.assertEqual(attribute['Attribute']['comment'], 'This is the modified comment, again')
|
|
finally:
|
|
# Delete event
|
|
self.admin_misp_connector.delete_event(first.id)
|
|
|
|
def test_sightings(self):
|
|
first = self.create_simple_event()
|
|
second = self.create_simple_event()
|
|
try:
|
|
first = self.user_misp_connector.add_event(first)
|
|
second = self.user_misp_connector.add_event(second)
|
|
|
|
current_ts = int(time.time())
|
|
self.user_misp_connector.sighting(value=first.attributes[0].value)
|
|
self.user_misp_connector.sighting(value=second.attributes[0].value,
|
|
source='Testcases',
|
|
type='1')
|
|
|
|
s = self.user_misp_connector.search_sightings(publish_timestamp=current_ts, include_attribute=True,
|
|
include_event_meta=True, pythonify=True)
|
|
self.assertEqual(len(s), 2)
|
|
self.assertEqual(s[0]['event'].id, first.id)
|
|
self.assertEqual(s[0]['attribute'].id, first.attributes[0].id)
|
|
|
|
s = self.user_misp_connector.search_sightings(publish_timestamp=current_ts,
|
|
source='Testcases',
|
|
include_attribute=True,
|
|
include_event_meta=True,
|
|
pythonify=True)
|
|
self.assertEqual(len(s), 1)
|
|
self.assertEqual(s[0]['event'].id, second.id)
|
|
self.assertEqual(s[0]['attribute'].id, second.attributes[0].id)
|
|
|
|
s = self.user_misp_connector.search_sightings(publish_timestamp=current_ts,
|
|
type_sighting='1',
|
|
include_attribute=True,
|
|
include_event_meta=True,
|
|
pythonify=True)
|
|
self.assertEqual(len(s), 1)
|
|
self.assertEqual(s[0]['event'].id, second.id)
|
|
self.assertEqual(s[0]['attribute'].id, second.attributes[0].id)
|
|
|
|
s = self.user_misp_connector.search_sightings(context='event',
|
|
context_id=first.id,
|
|
pythonify=True)
|
|
self.assertEqual(len(s), 1)
|
|
self.assertEqual(s[0]['sighting'].event_id, str(first.id))
|
|
|
|
s = self.user_misp_connector.search_sightings(context='attribute',
|
|
context_id=second.attributes[0].id,
|
|
pythonify=True)
|
|
self.assertEqual(len(s), 1)
|
|
self.assertEqual(s[0]['sighting'].attribute_id, str(second.attributes[0].id))
|
|
finally:
|
|
# Delete event
|
|
self.admin_misp_connector.delete_event(first.id)
|
|
self.admin_misp_connector.delete_event(second.id)
|
|
|
|
def test_search_csv(self):
|
|
first = self.create_simple_event()
|
|
first.attributes[0].comment = 'This is the original comment'
|
|
second = self.create_simple_event()
|
|
second.info = 'foo blah'
|
|
second.set_date('2018-09-01')
|
|
second.add_attribute('ip-src', '8.8.8.8')
|
|
try:
|
|
first = self.user_misp_connector.add_event(first)
|
|
second = self.user_misp_connector.add_event(second)
|
|
|
|
response = self.user_misp_connector.fast_publish(first.id, alert=False)
|
|
self.assertEqual(response['errors'][1]['message'], 'You do not have permission to use this functionality.')
|
|
|
|
# Default search, attribute with to_ids == True
|
|
first.attributes[0].to_ids = True
|
|
first = self.user_misp_connector.update_event(first)
|
|
self.admin_misp_connector.fast_publish(first.id, alert=False)
|
|
csv = self.user_misp_connector.search(return_format='csv', publish_timestamp=first.timestamp.timestamp(), pythonify=True)
|
|
self.assertEqual(len(csv), 1)
|
|
self.assertEqual(csv[0]['value'], first.attributes[0].value)
|
|
|
|
# eventid
|
|
csv = self.user_misp_connector.search(return_format='csv', eventid=first.id, pythonify=True)
|
|
self.assertEqual(len(csv), 1)
|
|
self.assertEqual(csv[0]['value'], first.attributes[0].value)
|
|
|
|
# category
|
|
csv = self.user_misp_connector.search(return_format='csv', publish_timestamp=first.timestamp.timestamp(), category='Other', pythonify=True)
|
|
self.assertEqual(len(csv), 1)
|
|
self.assertEqual(csv[0]['value'], first.attributes[0].value)
|
|
csv = self.user_misp_connector.search(return_format='csv', publish_timestamp=first.timestamp.timestamp(), category='Person', pythonify=True)
|
|
self.assertEqual(len(csv), 0)
|
|
|
|
# type_attribute
|
|
csv = self.user_misp_connector.search(return_format='csv', publish_timestamp=first.timestamp.timestamp(), type_attribute='text', pythonify=True)
|
|
self.assertEqual(len(csv), 1)
|
|
self.assertEqual(csv[0]['value'], first.attributes[0].value)
|
|
csv = self.user_misp_connector.search(return_format='csv', publish_timestamp=first.timestamp.timestamp(), type_attribute='ip-src', pythonify=True)
|
|
self.assertEqual(len(csv), 0)
|
|
|
|
# context
|
|
csv = self.user_misp_connector.search(return_format='csv', publish_timestamp=first.timestamp.timestamp(), include_context=True, pythonify=True)
|
|
self.assertEqual(len(csv), 1)
|
|
self.assertTrue('event_info' in csv[0])
|
|
|
|
# date_from date_to
|
|
csv = self.user_misp_connector.search(return_format='csv', date_from=date.today().isoformat(), pythonify=True)
|
|
self.assertEqual(len(csv), 1)
|
|
self.assertEqual(csv[0]['value'], first.attributes[0].value)
|
|
csv = self.user_misp_connector.search(return_format='csv', date_from='2018-09-01', date_to='2018-09-02', pythonify=True)
|
|
self.assertEqual(len(csv), 2)
|
|
|
|
# headerless
|
|
csv = self.user_misp_connector.search(return_format='csv', date_from='2018-09-01', date_to='2018-09-02', headerless=True)
|
|
# FIXME: The header is here.
|
|
# print(csv)
|
|
# Expects 2 lines after removing the empty ones.
|
|
# self.assertEqual(len(csv.strip().split('\n')), 2)
|
|
|
|
# include_context
|
|
csv = self.user_misp_connector.search(return_format='csv', date_from='2018-09-01', date_to='2018-09-02', include_context=True, pythonify=True)
|
|
event_context_keys = ['event_info', 'event_member_org', 'event_source_org', 'event_distribution', 'event_threat_level_id', 'event_analysis', 'event_date', 'event_tag', 'event_timestamp']
|
|
for k in event_context_keys:
|
|
self.assertTrue(k in csv[0])
|
|
|
|
# requested_attributes
|
|
columns = ['value', 'event_id']
|
|
csv = self.user_misp_connector.search(return_format='csv', date_from='2018-09-01', date_to='2018-09-02', requested_attributes=columns, pythonify=True)
|
|
self.assertEqual(len(csv[0].keys()), 2)
|
|
for k in columns:
|
|
self.assertTrue(k in csv[0])
|
|
|
|
finally:
|
|
# Delete event
|
|
self.admin_misp_connector.delete_event(first.id)
|
|
self.admin_misp_connector.delete_event(second.id)
|
|
|
|
def test_upload_sample(self):
|
|
first = self.create_simple_event()
|
|
second = self.create_simple_event()
|
|
third = self.create_simple_event()
|
|
try:
|
|
# Simple, not executable
|
|
first = self.user_misp_connector.add_event(first)
|
|
with open('tests/testlive_comprehensive.py', 'rb') as f:
|
|
response = self.user_misp_connector.upload_sample(filename='testfile.py', filepath_or_bytes=f.read(),
|
|
event_id=first.id)
|
|
self.assertEqual(response['message'], 'Success, saved all attributes.')
|
|
first = self.user_misp_connector.get_event(first.id)
|
|
self.assertEqual(len(first.objects), 1)
|
|
self.assertEqual(first.objects[0].name, 'file')
|
|
# Simple, executable
|
|
second = self.user_misp_connector.add_event(second)
|
|
with open('tests/viper-test-files/test_files/whoami.exe', 'rb') as f:
|
|
response = self.user_misp_connector.upload_sample(filename='whoami.exe', filepath_or_bytes=f.read(),
|
|
event_id=second.id)
|
|
self.assertEqual(response['message'], 'Success, saved all attributes.')
|
|
second = self.user_misp_connector.get_event(second.id)
|
|
self.assertEqual(len(second.objects), 1)
|
|
self.assertEqual(second.objects[0].name, 'file')
|
|
third = self.user_misp_connector.add_event(third)
|
|
if not travis_run:
|
|
# Advanced, executable
|
|
with open('tests/viper-test-files/test_files/whoami.exe', 'rb') as f:
|
|
response = self.user_misp_connector.upload_sample(filename='whoami.exe', filepath_or_bytes=f.read(),
|
|
event_id=third.id, advanced_extraction=True)
|
|
self.assertEqual(response['message'], 'Success, saved all attributes.')
|
|
third = self.user_misp_connector.get_event(third.id)
|
|
self.assertEqual(len(third.objects), 7)
|
|
self.assertEqual(third.objects[0].name, 'pe-section')
|
|
finally:
|
|
# Delete event
|
|
self.admin_misp_connector.delete_event(first.id)
|
|
self.admin_misp_connector.delete_event(second.id)
|
|
self.admin_misp_connector.delete_event(third.id)
|
|
|
|
def test_update_modules(self):
|
|
# object templates
|
|
self.admin_misp_connector.update_object_templates()
|
|
r = self.admin_misp_connector.update_object_templates()
|
|
self.assertEqual(type(r), list)
|
|
|
|
def test_tags(self):
|
|
# Get list
|
|
tags = self.admin_misp_connector.get_tags_list()
|
|
self.assertTrue(isinstance(tags, list))
|
|
# Get tag
|
|
for tag in tags:
|
|
if not tag['hide_tag']:
|
|
break
|
|
tag = self.admin_misp_connector.get_tag(tags[0]['id'])
|
|
self.assertTrue('name' in tag)
|
|
self.admin_misp_connector.disable_tag(tag['id'])
|
|
# FIXME: returns the tag with ID 1
|
|
self.admin_misp_connector.enable_tag(tag['id'])
|
|
# FIXME: returns the tag with ID 1
|
|
|
|
def test_add_event_with_attachment(self):
|
|
first = self.create_simple_event()
|
|
try:
|
|
first = self.user_misp_connector.add_event(first)
|
|
file_obj, bin_obj, sections = make_binary_objects('tests/viper-test-files/test_files/whoami.exe', standalone=False)
|
|
first.add_object(file_obj)
|
|
first.add_object(bin_obj)
|
|
for s in sections:
|
|
first.add_object(s)
|
|
self.assertEqual(len(first.objects[0].references), 1)
|
|
self.assertEqual(first.objects[0].references[0].relationship_type, 'included-in')
|
|
first = self.user_misp_connector.update_event(first)
|
|
self.assertEqual(len(first.objects[0].references), 1)
|
|
self.assertEqual(first.objects[0].references[0].relationship_type, 'included-in')
|
|
finally:
|
|
# Delete event
|
|
self.admin_misp_connector.delete_event(first.id)
|
|
|
|
def test_taxonomies(self):
|
|
# Make sure we're up-to-date
|
|
self.admin_misp_connector.update_taxonomies()
|
|
r = self.admin_misp_connector.update_taxonomies()
|
|
self.assertEqual(r['name'], 'All taxonomy libraries are up to date already.')
|
|
# Get list
|
|
taxonomies = self.admin_misp_connector.get_taxonomies_list()
|
|
self.assertTrue(isinstance(taxonomies, list))
|
|
list_name_test = 'tlp'
|
|
for tax in taxonomies:
|
|
if tax['Taxonomy']['namespace'] == list_name_test:
|
|
break
|
|
r = self.admin_misp_connector.get_taxonomy(tax['Taxonomy']['id'])
|
|
self.assertEqual(r['Taxonomy']['namespace'], list_name_test)
|
|
self.assertTrue('enabled' in r['Taxonomy'])
|
|
r = self.admin_misp_connector.enable_taxonomy(tax['Taxonomy']['id'])
|
|
self.assertEqual(r['message'], 'Taxonomy enabled')
|
|
r = self.admin_misp_connector.disable_taxonomy(tax['Taxonomy']['id'])
|
|
self.assertEqual(r['message'], 'Taxonomy disabled')
|
|
|
|
def test_warninglists(self):
|
|
# Make sure we're up-to-date
|
|
self.admin_misp_connector.update_warninglists()
|
|
r = self.admin_misp_connector.update_warninglists()
|
|
self.assertEqual(r['name'], 'All warninglists are up to date already.')
|
|
# Get list
|
|
r = self.admin_misp_connector.get_warninglists()
|
|
# FIXME It returns Warninglists object instead of a list of warning lists directly. This is inconsistent.
|
|
warninglists = r['Warninglists']
|
|
self.assertTrue(isinstance(warninglists, list))
|
|
list_name_test = 'List of known hashes with common false-positives (based on Florian Roth input list)'
|
|
for wl in warninglists:
|
|
if wl['Warninglist']['name'] == list_name_test:
|
|
break
|
|
testwl = wl['Warninglist']
|
|
r = self.admin_misp_connector.get_warninglist(testwl['id'])
|
|
self.assertEqual(r['Warninglist']['name'], list_name_test)
|
|
self.assertTrue('WarninglistEntry' in r['Warninglist'])
|
|
r = self.admin_misp_connector.enable_warninglist(testwl['id'])
|
|
self.assertEqual(r['success'], '1 warninglist(s) enabled')
|
|
r = self.admin_misp_connector.disable_warninglist(testwl['id'])
|
|
self.assertEqual(r['success'], '1 warninglist(s) disabled')
|
|
|
|
def test_noticelists(self):
|
|
# Make sure we're up-to-date
|
|
self.admin_misp_connector.update_noticelists()
|
|
r = self.admin_misp_connector.update_noticelists()
|
|
self.assertEqual(r['name'], 'All noticelists are up to date already.')
|
|
# Get list
|
|
noticelists = self.admin_misp_connector.get_noticelists()
|
|
self.assertTrue(isinstance(noticelists, list))
|
|
list_name_test = 'gdpr'
|
|
for nl in noticelists:
|
|
if nl['Noticelist']['name'] == list_name_test:
|
|
break
|
|
testnl = nl
|
|
r = self.admin_misp_connector.get_noticelist(testnl['Noticelist']['id'])
|
|
self.assertEqual(r['Noticelist']['name'], list_name_test)
|
|
self.assertTrue('NoticelistEntry' in r['Noticelist'])
|
|
r = self.admin_misp_connector.enable_noticelist(testnl['Noticelist']['id'])
|
|
self.assertTrue(r['Noticelist']['enabled'])
|
|
r = self.admin_misp_connector.disable_noticelist(testnl['Noticelist']['id'])
|
|
self.assertFalse(r['Noticelist']['enabled'])
|
|
|
|
def test_galaxies(self):
|
|
if not travis_run:
|
|
# Make sure we're up-to-date
|
|
self.admin_misp_connector.update_galaxies()
|
|
r = self.admin_misp_connector.update_galaxies()
|
|
self.assertEqual(r['name'], 'Galaxies updated.')
|
|
# Get list
|
|
galaxies = self.admin_misp_connector.get_galaxies()
|
|
self.assertTrue(isinstance(galaxies, list))
|
|
list_name_test = 'Mobile Attack - Attack Pattern'
|
|
for galaxy in galaxies:
|
|
if galaxy['Galaxy']['name'] == list_name_test:
|
|
break
|
|
r = self.admin_misp_connector.get_galaxy(galaxy['Galaxy']['id'])
|
|
self.assertEqual(r['Galaxy']['name'], list_name_test)
|
|
self.assertTrue('GalaxyCluster' in r)
|
|
|
|
def test_zmq(self):
|
|
first = self.create_simple_event()
|
|
try:
|
|
first = self.user_misp_connector.add_event(first)
|
|
if not travis_run:
|
|
r = self.admin_misp_connector.pushEventToZMQ(first.id)
|
|
self.assertEqual(r['message'], 'Event published to ZMQ')
|
|
finally:
|
|
# Delete event
|
|
self.admin_misp_connector.delete_event(first.id)
|
|
|
|
@unittest.skip("Currently failing")
|
|
def test_search_type_event_csv(self):
|
|
try:
|
|
first, second, third = self.environment()
|
|
# Search as admin
|
|
events = self.admin_misp_connector.search(return_format='csv', timestamp=first.timestamp.timestamp())
|
|
print(events)
|
|
attributes_types_search = self.admin_misp_connector.build_complex_query(or_parameters=['ip-src', 'ip-dst'])
|
|
events = self.admin_misp_connector.search(return_format='csv', timestamp=first.timestamp.timestamp(),
|
|
type_attribute=attributes_types_search)
|
|
print(events)
|
|
finally:
|
|
# Delete event
|
|
self.admin_misp_connector.delete_event(first.id)
|
|
self.admin_misp_connector.delete_event(second.id)
|
|
self.admin_misp_connector.delete_event(third.id)
|
|
|
|
|
|
if __name__ == '__main__':
|
|
unittest.main()
|