81 lines
3.2 KiB
Python
81 lines
3.2 KiB
Python
#!/usr/bin/env python
|
|
|
|
# Copyright (c) 2016 Hewlett Packard Enterprise Development Company, L.P.
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License"); you may
|
|
# not use this file except in compliance with the License. You may obtain
|
|
# a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
|
|
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
|
|
# License for the specific language governing permissions and limitations
|
|
# under the License.
|
|
|
|
from monasca_analytics.ldp import iptables_ldp
|
|
from test.mocks import classifier_mock
|
|
from test.util_for_testing import MonanasTestCase
|
|
|
|
|
|
class TestIptablesLDP(MonanasTestCase):
|
|
|
|
def setUp(self):
|
|
super(TestIptablesLDP, self).setUp()
|
|
self.rdd_entry = [{
|
|
"ctime": "Mon Apr 11 19:59:12 2016",
|
|
"event": {
|
|
"msg": "OUTPUT -p icmp --icmp-type echo-request -j ACCEPT",
|
|
"id": "1"
|
|
}
|
|
}, {
|
|
"ctime": "Mon Apr 11 19:59:12 2016",
|
|
"event": {
|
|
"msg": "OUTPUT -o eth0 -p tcp --sport 80 -j ACCEPT",
|
|
"id": "1"
|
|
}
|
|
}]
|
|
self.raw_events = [x["event"] for x in self.rdd_entry]
|
|
self.ip_ldp = iptables_ldp.IptablesLDP("fake_id",
|
|
{"module": "fake_config"})
|
|
|
|
def tearDown(self):
|
|
super(TestIptablesLDP, self).tearDown()
|
|
|
|
def assert_anomalous_events(self, events, anomalous=True):
|
|
expected_events = self.raw_events
|
|
for exv in expected_events:
|
|
exv["anomalous"] = anomalous
|
|
self.assertEqual(expected_events, events)
|
|
|
|
def test_detect_anomalies_no_features(self):
|
|
self.clf = classifier_mock.MockClassifier(False)
|
|
self.ip_ldp.set_voter_output(self.clf)
|
|
ret = self.ip_ldp._detect_anomalies(self.rdd_entry,
|
|
self.ip_ldp._data)
|
|
self.assertEqual(self.raw_events, ret)
|
|
|
|
def test_detect_anomalies_no_classifier(self):
|
|
self.clf = classifier_mock.MockClassifier(False)
|
|
self.ip_ldp.set_feature_list(["ssh", "ip", "http", "ping"])
|
|
ret = self.ip_ldp._detect_anomalies(self.rdd_entry,
|
|
self.ip_ldp._data)
|
|
self.assertEqual(self.raw_events, ret)
|
|
|
|
def test_detect_anomalies_non_anomalous(self):
|
|
self.clf = classifier_mock.MockClassifier(False)
|
|
self.ip_ldp.set_feature_list(["ssh", "ip", "http", "ping"])
|
|
self.ip_ldp.set_voter_output(self.clf)
|
|
ret = self.ip_ldp._detect_anomalies(self.rdd_entry,
|
|
self.ip_ldp._data)
|
|
self.assert_anomalous_events(ret, False)
|
|
|
|
def test_detect_anomalies_anomalous(self):
|
|
self.clf = classifier_mock.MockClassifier(True)
|
|
self.ip_ldp.set_feature_list(["ssh", "ip", "http", "ping"])
|
|
self.ip_ldp.set_voter_output(self.clf)
|
|
ret = self.ip_ldp._detect_anomalies(self.rdd_entry,
|
|
self.ip_ldp._data)
|
|
self.assert_anomalous_events(ret, True)
|