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How to use attribute_value method in Selene
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test_12_s_utils.py
Source:test_12_s_utils.py 
1# !/usr/bin/env python2# -*- coding: utf-8 -*-3import base644import six5from saml2 import s_utils as utils6from saml2 import saml7from saml2 import samlp8from saml2.argtree import set_arg9from saml2.s_utils import do_attribute_statement10from saml2.saml import Attribute, Subject11from saml2.saml import NAME_FORMAT_URI12from py.test import raises13from pathutils import full_path14XML_HEADER = '<?xml version=\'1.0\' encoding=\'UTF-8\'?>\n'15SUCCESS_STATUS_NO_HEADER = (16 '<ns0:Status xmlns:ns0="urn:oasis:names:tc:SAML:2.0:protocol"><ns0'17 ':StatusCode '18 'Value="urn:oasis:names:tc:SAML:2.0:status:Success" /></ns0:Status>')19SUCCESS_STATUS = '%s%s' % (XML_HEADER, SUCCESS_STATUS_NO_HEADER)20ERROR_STATUS_NO_HEADER = (21 '<ns0:Status xmlns:ns0="urn:oasis:names:tc:SAML:2.0:protocol"><ns0'22 ':StatusCode '23 'Value="urn:oasis:names:tc:SAML:2.0:status:Responder"><ns0:StatusCode '24 'Value="urn:oasis:names:tc:SAML:2.0:status:UnknownPrincipal" '25 '/></ns0:StatusCode><ns0:StatusMessage>Error resolving '26 'principal</ns0:StatusMessage></ns0:Status>')27ERROR_STATUS_NO_HEADER_EMPTY = (28 '<ns0:Status xmlns:ns0="urn:oasis:names:tc:SAML:2.0:protocol"><ns0'29 ':StatusCode '30 'Value="urn:oasis:names:tc:SAML:2.0:status:Responder"><ns0:StatusCode '31 'Value="urn:oasis:names:tc:SAML:2.0:status:UnknownPrincipal" '32 '/></ns0:StatusCode></ns0:Status>')33ERROR_STATUS = '%s%s' % (XML_HEADER, ERROR_STATUS_NO_HEADER)34ERROR_STATUS_EMPTY = '%s%s' % (XML_HEADER, ERROR_STATUS_NO_HEADER_EMPTY)35def _eq(l1, l2):36 return set(l1) == set(l2)37def _oeq(l1, l2):38 if len(l1) != len(l2):39 print("Different number of items")40 return False41 for item in l1:42 if item not in l2:43 print("%s not in l2" % (item,))44 for ite in l2:45 print("\t%s" % (ite,))46 return False47 return True48def test_inflate_then_deflate():49 txt = """Selma Lagerlöf (1858-1940) was born in Ãstra Emterwik, Värmland,50 Sweden. She was brought up on MÃ¥rbacka, the family estate, which she did 51 not leave until 1881, when she went to a teachers' college at Stockholm"""52 if not isinstance(txt, six.binary_type):53 txt = txt.encode('utf-8')54 interm = utils.deflate_and_base64_encode(txt)55 bis = utils.decode_base64_and_inflate(interm)56 if not isinstance(bis, six.binary_type):57 bis = bis.encode('utf-8')58 assert bis == txt59def test_status_success():60 status = utils.success_status_factory()61 status_text = "%s" % status62 assert status_text in (SUCCESS_STATUS_NO_HEADER, SUCCESS_STATUS)63 assert status.status_code.value == samlp.STATUS_SUCCESS64def test_error_status():65 status = utils.status_message_factory("Error resolving principal",66 samlp.STATUS_UNKNOWN_PRINCIPAL,67 samlp.STATUS_RESPONDER)68 status_text = "%s" % status69 print(status_text)70 assert status_text in (ERROR_STATUS_NO_HEADER, ERROR_STATUS)71def test_status_from_exception():72 e = utils.UnknownPrincipal("Error resolving principal")73 stat = utils.error_status_factory(e)74 status_text = "%s" % stat75 print(status_text)76 assert status_text in (ERROR_STATUS_NO_HEADER, ERROR_STATUS)77def test_status_from_tuple():78 stat = utils.error_status_factory((samlp.STATUS_UNKNOWN_PRINCIPAL,79 'Error resolving principal'))80 status_text = "%s" % stat81 assert status_text in (ERROR_STATUS_NO_HEADER, ERROR_STATUS)82def test_status_from_tuple_empty_message():83 stat = utils.error_status_factory((samlp.STATUS_UNKNOWN_PRINCIPAL, None))84 status_text = "%s" % stat85 assert status_text in (ERROR_STATUS_EMPTY, ERROR_STATUS_NO_HEADER_EMPTY)86def test_attribute_sn():87 attr = utils.do_attributes({"surName": ("Jeter", "")})88 assert len(attr) == 189 print(attr)90 inst = attr[0]91 assert inst.name == "surName"92 assert len(inst.attribute_value) == 193 av = inst.attribute_value[0]94 assert av.text == "Jeter"95def test_attribute_age():96 attr = utils.do_attributes({"age": (37, "")})97 assert len(attr) == 198 inst = attr[0]99 print(inst)100 assert inst.name == "age"101 assert len(inst.attribute_value) == 1102 av = inst.attribute_value[0]103 assert av.text == "37"104 assert av.get_type() == "xs:integer"105def test_attribute_onoff():106 attr = utils.do_attributes({"onoff": (False, "")})107 assert len(attr) == 1108 inst = attr[0]109 print(inst)110 assert inst.name == "onoff"111 assert len(inst.attribute_value) == 1112 av = inst.attribute_value[0]113 assert av.text == "false"114 assert av.get_type() == "xs:boolean"115def test_attribute_base64():116 txt = "Selma Lagerlöf"117 if not isinstance(txt, six.binary_type):118 txt = txt.encode("utf-8")119 b64sl = base64.b64encode(txt).decode('ascii')120 attr = utils.do_attributes({"name": (b64sl, "xs:base64Binary")})121 assert len(attr) == 1122 inst = attr[0]123 print(inst)124 assert inst.name == "name"125 assert len(inst.attribute_value) == 1126 av = inst.attribute_value[0]127 assert av.get_type() == "xs:base64Binary"128 assert av.text.strip() == b64sl129def test_attribute_statement():130 statement = do_attribute_statement({"surName": ("Jeter", ""),131 "givenName": ("Derek", "")})132 print(statement)133 assert statement.keyswv() == ["attribute"]134 assert len(statement.attribute) == 2135 attr0 = statement.attribute[0]136 assert _eq(attr0.keyswv(), ["name", "attribute_value", "name_format"])137 assert len(attr0.attribute_value) == 1138 attr1 = statement.attribute[1]139 assert _eq(attr1.keyswv(), ["name", "attribute_value", "name_format"])140 assert len(attr1.attribute_value) == 1141 if attr0.name == "givenName":142 assert attr0.attribute_value[0].text == "Derek"143 assert attr1.name == "surName"144 assert attr1.attribute_value[0].text == "Jeter"145 else:146 assert attr0.name == "surName"147 assert attr0.attribute_value[0].text == "Jeter"148 assert attr1.name == "givenName"149 assert attr1.attribute_value[0].text == "Derek"150def test_audience():151 aud_restr = utils.factory(saml.AudienceRestriction,152 audience=utils.factory(saml.Audience,153 text="urn:foo:bar"))154 assert aud_restr.keyswv() == ["audience"]155 assert aud_restr.audience.text == "urn:foo:bar"156def test_conditions():157 conditions = utils.factory(saml.Conditions,158 not_before="2009-10-30T07:58:10.852Z",159 not_on_or_after="2009-10-30T08:03:10.852Z",160 audience_restriction=[161 utils.factory(saml.AudienceRestriction,162 audience=utils.factory(163 saml.Audience,164 text="urn:foo:bar"))])165 assert _eq(conditions.keyswv(), ["not_before", "not_on_or_after",166 "audience_restriction"])167 assert conditions.not_before == "2009-10-30T07:58:10.852Z"168 assert conditions.not_on_or_after == "2009-10-30T08:03:10.852Z"169 assert conditions.audience_restriction[0].audience.text == "urn:foo:bar"170def test_value_1():171 # FriendlyName="givenName" Name="urn:oid:2.5.4.42"172 # NameFormat="urn:oasis:names:tc:SAML:2.0:attrname-format:uri"173 attribute = utils.factory(saml.Attribute, name="urn:oid:2.5.4.42",174 name_format=NAME_FORMAT_URI)175 assert _eq(attribute.keyswv(), ["name", "name_format"])176 assert attribute.name == "urn:oid:2.5.4.42"177 assert attribute.name_format == saml.NAME_FORMAT_URI178def test_value_2():179 attribute = utils.factory(saml.Attribute, name="urn:oid:2.5.4.42",180 name_format=NAME_FORMAT_URI,181 friendly_name="givenName")182 assert _eq(attribute.keyswv(), ["name", "name_format", "friendly_name"])183 assert attribute.name == "urn:oid:2.5.4.42"184 assert attribute.name_format == NAME_FORMAT_URI185 assert attribute.friendly_name == "givenName"186def test_value_3():187 attribute = utils.factory(saml.Attribute,188 attribute_value=[utils.factory(189 saml.AttributeValue, text="Derek")],190 name="urn:oid:2.5.4.42",191 name_format=NAME_FORMAT_URI,192 friendly_name="givenName")193 assert _eq(attribute.keyswv(), ["name", "name_format",194 "friendly_name", "attribute_value"])195 assert attribute.name == "urn:oid:2.5.4.42"196 assert attribute.name_format == NAME_FORMAT_URI197 assert attribute.friendly_name == "givenName"198 assert len(attribute.attribute_value) == 1199 assert attribute.attribute_value[0].text == "Derek"200def test_value_4():201 attribute = utils.factory(saml.Attribute,202 attribute_value=[utils.factory(203 saml.AttributeValue, text="Derek")],204 friendly_name="givenName")205 assert _eq(attribute.keyswv(), ["friendly_name", "attribute_value",206 "name_format"])207 assert attribute.friendly_name == "givenName"208 assert len(attribute.attribute_value) == 1209 assert attribute.attribute_value[0].text == "Derek"210def test_do_attribute_statement_0():211 statement = do_attribute_statement({"vo_attr": ("foobar", "")})212 assert statement.keyswv() == ["attribute"]213 assert len(statement.attribute) == 1214 attr0 = statement.attribute[0]215 assert _eq(attr0.keyswv(), ["name", "attribute_value", "name_format"])216 assert attr0.name == "vo_attr"217 assert len(attr0.attribute_value) == 1218 assert attr0.attribute_value[0].text == "foobar"219def test_do_attribute_statement():220 statement = do_attribute_statement({"surName": ("Jeter", ""),221 "givenName": (["Derek",222 "Sanderson"], "")})223 assert statement.keyswv() == ["attribute"]224 assert len(statement.attribute) == 2225 attr0 = statement.attribute[0]226 assert _eq(attr0.keyswv(), ["name", "attribute_value", "name_format"])227 attr1 = statement.attribute[1]228 assert _eq(attr1.keyswv(), ["name", "attribute_value", "name_format"])229 if attr0.name == "givenName":230 assert len(attr0.attribute_value) == 2231 assert _eq([av.text for av in attr0.attribute_value],232 ["Derek", "Sanderson"])233 assert attr1.name == "surName"234 assert attr1.attribute_value[0].text == "Jeter"235 assert len(attr1.attribute_value) == 1236 else:237 assert attr0.name == "surName"238 assert attr0.attribute_value[0].text == "Jeter"239 assert len(attr0.attribute_value) == 1240 assert attr1.name == "givenName"241 assert len(attr1.attribute_value) == 2242 assert _eq([av.text for av in attr1.attribute_value],243 ["Derek", "Sanderson"])244def test_do_attribute_statement_multi():245 statement = do_attribute_statement(246 {("urn:oid:1.3.6.1.4.1.5923.1.1.1.7",247 "urn:oasis:names:tc:SAML:2.0:attrname-format:uri",248 "eduPersonEntitlement"): ("Jeter", "")})249 assert statement.keyswv() == ["attribute"]250 assert len(statement.attribute)251 assert _eq(statement.attribute[0].keyswv(),252 ["name", "name_format", "friendly_name", "attribute_value"])253 attribute = statement.attribute[0]254 assert attribute.name == "urn:oid:1.3.6.1.4.1.5923.1.1.1.7"255 assert attribute.name_format == (256 "urn:oasis:names:tc:SAML:2.0:attrname-format:uri")257 assert attribute.friendly_name == "eduPersonEntitlement"258def test_subject():259 subject = utils.factory(saml.Subject, text="_aaa",260 name_id=saml.NameID(261 text=saml.NAMEID_FORMAT_TRANSIENT))262 assert _eq(subject.keyswv(), ["text", "name_id"])263 assert subject.text == "_aaa"264 assert subject.name_id.text == saml.NAMEID_FORMAT_TRANSIENT265# ---------------------------------------------------------------------------266def test_parse_attribute_map():267 (forward, backward) = utils.parse_attribute_map(268 [full_path("attribute.map")])269 assert _eq(forward.keys(), backward.values())270 assert _eq(forward.values(), backward.keys())271 print(forward.keys())272 assert _oeq(forward.keys(), [273 ('urn:oid:1.3.6.1.4.1.5923.1.1.1.7', NAME_FORMAT_URI),274 ('urn:oid:0.9.2342.19200300.100.1.1', NAME_FORMAT_URI),275 ('urn:oid:1.3.6.1.4.1.5923.1.1.1.1', NAME_FORMAT_URI),276 ('urn:oid:2.5.4.42', NAME_FORMAT_URI),277 ('urn:oid:2.5.4.4', NAME_FORMAT_URI),278 ('urn:oid:0.9.2342.19200300.100.1.3', NAME_FORMAT_URI),279 ('urn:oid:2.5.4.12', NAME_FORMAT_URI)])280 assert _eq(forward.keys(), [281 ('urn:oid:1.3.6.1.4.1.5923.1.1.1.7', NAME_FORMAT_URI),282 ('urn:oid:0.9.2342.19200300.100.1.1', NAME_FORMAT_URI),283 ('urn:oid:1.3.6.1.4.1.5923.1.1.1.1', NAME_FORMAT_URI),284 ('urn:oid:2.5.4.42', NAME_FORMAT_URI),285 ('urn:oid:2.5.4.4', NAME_FORMAT_URI),286 ('urn:oid:0.9.2342.19200300.100.1.3', NAME_FORMAT_URI),287 ('urn:oid:2.5.4.12', NAME_FORMAT_URI)])288 assert _eq(backward.keys(), ["surName", "givenName", "title", "uid", "mail",289 "eduPersonAffiliation",290 "eduPersonEntitlement"])291def test_identity_attribute_0():292 (forward, backward) = utils.parse_attribute_map(293 [full_path("attribute.map")])294 a = Attribute(name="urn:oid:2.5.4.4", name_format=NAME_FORMAT_URI,295 friendly_name="surName")296 assert utils.identity_attribute("name", a, forward) == "urn:oid:2.5.4.4"297 assert utils.identity_attribute("friendly", a, forward) == "surName"298def test_identity_attribute_1():299 (forward, backward) = utils.parse_attribute_map(300 [full_path("attribute.map")])301 a = Attribute(name="urn:oid:2.5.4.4", name_format=NAME_FORMAT_URI)302 assert utils.identity_attribute("name", a, forward) == "urn:oid:2.5.4.4"303 assert utils.identity_attribute("friendly", a, forward) == "surName"304def test_identity_attribute_2():305 (forward, backward) = utils.parse_attribute_map(306 [full_path("attribute.map")])307 a = Attribute(name="urn:oid:2.5.4.5", name_format=NAME_FORMAT_URI)308 assert utils.identity_attribute("name", a, forward) == "urn:oid:2.5.4.5"309 # if there would be a map it would be serialNumber310 assert utils.identity_attribute("friendly", a, forward) == "urn:oid:2.5.4.5"311def test_identity_attribute_3():312 a = Attribute(name="urn:oid:2.5.4.5", name_format=NAME_FORMAT_URI)313 assert utils.identity_attribute("name", a) == "urn:oid:2.5.4.5"314 # if there would be a map it would be serialNumber315 assert utils.identity_attribute("friendly", a) == "urn:oid:2.5.4.5"316def test_identity_attribute_4():317 a = Attribute(name="urn:oid:2.5.4.5", name_format=NAME_FORMAT_URI,318 friendly_name="serialNumber")319 assert utils.identity_attribute("name", a) == "urn:oid:2.5.4.5"320 # if there would be a map it would be serialNumber321 assert utils.identity_attribute("friendly", a) == "serialNumber"322def given_name(a):323 assert a["name"] == "urn:oid:2.5.4.42"324 assert a["friendly_name"] == "givenName"325 assert len(a["attribute_value"]) == 1326 assert a["attribute_value"] == [{"text": "Derek"}]327def sur_name(a):328 assert a["name"] == "urn:oid:2.5.4.4"329 assert a["friendly_name"] == "surName"330 assert len(a["attribute_value"]) == 1331 assert a["attribute_value"] == [{"text": "Jeter"}]332def test_nameformat_email():333 assert utils.valid_email("foo@example.com")334 assert utils.valid_email("a@b.com")335 assert utils.valid_email("a@b.se")336 assert utils.valid_email("john@doe@johndoe.com") is False337def test_attribute():338 a = utils.factory(saml.Attribute,339 friendly_name="eduPersonScopedAffiliation",340 name="urn:oid:1.3.6.1.4.1.5923.1.1.1.9",341 name_format="urn:oasis:names:tc:SAML:2.0:attrname"342 "-format:uri")343 assert _eq(a.keyswv(), ["friendly_name", "name", "name_format"])344 a = utils.factory(345 saml.Attribute, friendly_name="eduPersonScopedAffiliation",346 name="urn:oid:1.3.6.1.4.1.5923.1.1.1.9",347 name_format="urn:oasis:names:tc:SAML:2.0:attrname-format:uri",348 attribute_value=[saml.AttributeValue(text="member@example.com")])349 assert _eq(a.keyswv(), ["friendly_name", "name", "name_format",350 "attribute_value"])351def test_attribute_statement_2():352 statement = utils.factory(saml.Statement,353 attribute=[354 utils.factory(saml.Attribute,355 attribute_value=[356 utils.factory(357 saml.AttributeValue,358 text="Derek")],359 friendly_name="givenName"),360 utils.factory(saml.Attribute,361 attribute_value=[362 utils.factory(363 saml.AttributeValue,364 text="Jeter")],365 friendly_name="surName"),366 ])367 assert statement.keyswv() == ["attribute"]368 assert len(statement.attribute) == 2369def test_subject_confirmation_data():370 s = utils.factory(saml.SubjectConfirmation,371 in_response_to="_12345678",372 not_before="2010-02-11T07:30:00Z",373 not_on_or_after="2010-02-11T07:35:00Z",374 recipient="http://example.com/sp/",375 address="192.168.0.10")376 assert _eq(s.keyswv(), ["in_response_to", "not_before", "not_on_or_after",377 "recipient", "address"])378def test_subject_confirmation():379 s = utils.factory(saml.SubjectConfirmation,380 method="urn:oasis:names:tc:SAML:2.0:profiles:SSO:browser",381 base_id="1234",382 name_id="abcd",383 subject_confirmation_data=utils.factory(384 saml.SubjectConfirmationData,385 in_response_to="_1234567890",386 recipient="http://example.com/sp/"))387 assert _eq(s.keyswv(),388 ["method", "base_id", "name_id", "subject_confirmation_data"])389 assert s.method == "urn:oasis:names:tc:SAML:2.0:profiles:SSO:browser"390def test_authn_context_class_ref():391 a = utils.factory(saml.AuthnContextClassRef,392 text="urn:oasis:names:tc:SAML:2.0:ac:classes:unspecified")393 assert a.keyswv() == ["text"]394 assert a.text == "urn:oasis:names:tc:SAML:2.0:ac:classes:unspecified"395def test_authn_context():396 accr = utils.factory(397 saml.AuthnContext,398 text="urn:oasis:names:tc:SAML:2.0:ac:classes:unspecified")399 a = utils.factory(saml.AuthnContext, authn_context_class_ref=accr)400 assert a.keyswv() == ["authn_context_class_ref"]401def test_authn_statement():402 accr = utils.factory(403 saml.AuthnContextClassRef,404 text="urn:oasis:names:tc:SAML:2.0:ac:classes:unspecified")405 ac = utils.factory(saml.AuthnContext,406 authn_context_class_ref=accr)407 ast = utils.factory(saml.AuthnStatement,408 authn_instant="2010-03-10T12:33:00Z",409 session_index="_12345",410 session_not_on_or_after="2010-03-11T12:00:00Z",411 authn_context=ac)412 assert _eq(ast.keyswv(), ["authn_instant", "session_index",413 "session_not_on_or_after",414 "authn_context"])415def test_signature():416 arr = ["foobar", "1234567890"]417 csum = utils.signature("abcdef", arr)418 arr.append(csum)419 assert utils.verify_signature("abcdef", arr)420def test_complex_factory():421 r = set_arg(Subject, 'in_response_to', '123456')422 subject = utils.factory(Subject, **r[0])423 assert _eq(subject.keyswv(), ['subject_confirmation'])424 assert _eq(subject.subject_confirmation.keyswv(),425 ['subject_confirmation_data'])426 assert _eq(subject.subject_confirmation.subject_confirmation_data.keyswv(),427 ['in_response_to'])...
link_prediction_feature_extractor_unittests.py
Source:link_prediction_feature_extractor_unittests.py
1import unittest2from DB.schema_definition import *3import datetime4from configuration.config_class import getConfig5from dataset_builder.feature_extractor.behavior_feature_generator import BehaviorFeatureGenerator6from dataset_builder.feature_extractor.key_author_score_feature_generator import KeyAuthorScoreFeatureGenerator7from dataset_builder.key_authors_model import KeyAuthorsModel8from dataset_builder.autotopic_executor import AutotopicExecutor9from dataset_builder.feature_extractor.syntax_feature_generator import SyntaxFeatureGenerator10from dataset_builder.feature_extractor.account_properties_feature_generator import AccountPropertiesFeatureGenerator11from dataset_builder.feature_extractor.link_prediction_feature_extractor import LinkPredictionFeatureExtractor12class LinkPredictionFeatureExtractorTest(unittest.TestCase):13 def setUp(self):14 self._config_parser = getConfig()15 self._domain = unicode(self._config_parser.get("DEFAULT", "domain"))16 self._db = DB()17 self._db.setUp()18 self._bad_actor_type = u'bad_actor'19 self._good_actor_type = u'good_actor'20 self._create_authors()21 self._graph_types = self._config_parser.eval("LinkPredictionFeatureExtractor", "graph_types")22 for type in self._graph_types:23 self._graph_type = unicode(type)24 self._create_connections()25 self._db.commit()26 authors = self._db.get_authors_by_domain(self._domain)27 posts = []28 parameters = {"authors": authors, "posts": posts}29 self._link_prediction_feature_extractor = LinkPredictionFeatureExtractor(self._db, **parameters)30 self._link_prediction_feature_extractor.execute()31 def tearDown(self):32 self._db.deleteDB()33 self._db.session.close()34 def testCommonNeighborsMeasure(self):35 author_feature = self._db.get_author_feature(u'g_1',36 u'link_prediction_min_common_neighbors_common_post_bad_actor')37 attribute_value = int(author_feature.attribute_value)38 self.assertEqual(attribute_value, 1)39 author_feature = self._db.get_author_feature(u'g_1',40 u"link_prediction_max_common_neighbors_common_post_bad_actor")41 attribute_value = int(author_feature.attribute_value)42 self.assertEqual(attribute_value, 2)43 author_feature = self._db.get_author_feature(u'g_1',44 u"link_prediction_mean_common_neighbors_common_post_bad_actor")45 attribute_value = float(author_feature.attribute_value)46 attribute_value = round(attribute_value, 2)47 self.assertEqual(attribute_value, 1.33)48 self._db.session.close()49 def testFriendsMeasure(self):50 author_feature = self._db.get_author_feature(u'g_5',51 u'link_prediction_min_friends_measure_common_post_bad_actor')52 attribute_value = int(author_feature.attribute_value)53 self.assertEqual(attribute_value, 1)54 author_feature = self._db.get_author_feature(u'g_5',55 u"link_prediction_max_friends_measure_common_post_bad_actor")56 attribute_value = int(author_feature.attribute_value)57 self.assertEqual(attribute_value, 7)58 author_feature = self._db.get_author_feature(u'g_5',59 u"link_prediction_mean_friends_measure_common_post_bad_actor")60 attribute_value = float(author_feature.attribute_value)61 self.assertEqual(attribute_value, 3.0)62 author_feature = self._db.get_author_feature(u'g_5',63 u'link_prediction_min_friends_measure_common_post_good_actor')64 attribute_value = int(author_feature.attribute_value)65 self.assertEqual(attribute_value, 4)66 author_feature = self._db.get_author_feature(u'g_5',67 u"link_prediction_max_friends_measure_common_post_good_actor")68 attribute_value = int(author_feature.attribute_value)69 self.assertEqual(attribute_value, 5)70 author_feature = self._db.get_author_feature(u'g_5',71 u"link_prediction_mean_friends_measure_common_post_good_actor")72 attribute_value = float(author_feature.attribute_value)73 attribute_value = round(attribute_value, 2)74 self.assertEqual(attribute_value, 4.67)75 self._db.session.close()76 def testFriendsMeasureDirectedGraph(self):77 author_feature = self._db.get_author_feature(u'g_5', u'link_prediction_min_friends_measure_citation_bad_actor')78 attribute_value = int(author_feature.attribute_value)79 self.assertEqual(attribute_value, 1)80 author_feature = self._db.get_author_feature(u'g_5', u"link_prediction_max_friends_measure_citation_bad_actor")81 attribute_value = int(author_feature.attribute_value)82 self.assertEqual(attribute_value, 1)83 author_feature = self._db.get_author_feature(u'g_5', u"link_prediction_mean_friends_measure_citation_bad_actor")84 attribute_value = float(author_feature.attribute_value)85 self.assertEqual(attribute_value, 1.0)86 author_feature = self._db.get_author_feature(u'g_5', u'link_prediction_min_friends_measure_citation_good_actor')87 attribute_value = int(author_feature.attribute_value)88 self.assertEqual(attribute_value, 1)89 author_feature = self._db.get_author_feature(u'g_5', u"link_prediction_max_friends_measure_citation_good_actor")90 attribute_value = int(author_feature.attribute_value)91 self.assertEqual(attribute_value, 2)92 author_feature = self._db.get_author_feature(u'g_5', u"link_prediction_mean_friends_measure_citation_good_actor")93 attribute_value = float(author_feature.attribute_value)94 attribute_value = round(attribute_value, 2)95 self.assertEqual(attribute_value, 1.33)96 self._db.session.close()97 def testPreferentialAttachment(self):98 author_feature = self._db.get_author_feature(u'g_1',99 u'link_prediction_min_preferential_attachment_common_post_bad_actor')100 attribute_value = int(author_feature.attribute_value)101 self.assertEqual(attribute_value, 6)102 author_feature = self._db.get_author_feature(u'g_1',103 u"link_prediction_max_preferential_attachment_common_post_bad_actor")104 attribute_value = int(author_feature.attribute_value)105 self.assertEqual(attribute_value, 12)106 author_feature = self._db.get_author_feature(u'g_1',107 u"link_prediction_mean_preferential_attachment_common_post_bad_actor")108 attribute_value = float(author_feature.attribute_value)109 self.assertEqual(attribute_value, 8.0)110 author_feature = self._db.get_author_feature(u'g_1',111 u'link_prediction_min_preferential_attachment_common_post_good_actor')112 attribute_value = int(author_feature.attribute_value)113 self.assertEqual(attribute_value, 3)114 author_feature = self._db.get_author_feature(u'g_1',115 u"link_prediction_max_preferential_attachment_common_post_good_actor")116 attribute_value = int(author_feature.attribute_value)117 self.assertEqual(attribute_value, 6)118 author_feature = self._db.get_author_feature(u'g_1',119 u"link_prediction_mean_preferential_attachment_common_post_good_actor")120 attribute_value = float(author_feature.attribute_value)121 self.assertEqual(attribute_value, 5.0)122 self._db.session.close()123 def testJaccard_Coefficient(self):124 author_feature = self._db.get_author_feature(u'g_1',125 u'link_prediction_min_preferential_attachment_common_post_bad_actor')126 attribute_value = int(author_feature.attribute_value)127 self.assertEqual(attribute_value, 6)128 author_feature = self._db.get_author_feature(u'g_1',129 u"link_prediction_max_preferential_attachment_common_post_bad_actor")130 attribute_value = int(author_feature.attribute_value)131 self.assertEqual(attribute_value, 12)132 author_feature = self._db.get_author_feature(u'g_1',133 u"link_prediction_mean_preferential_attachment_common_post_bad_actor")134 attribute_value = float(author_feature.attribute_value)135 self.assertEqual(attribute_value, 8.0)136 author_feature = self._db.get_author_feature(u'g_1',137 u'link_prediction_min_preferential_attachment_common_post_good_actor')138 attribute_value = int(author_feature.attribute_value)139 self.assertEqual(attribute_value, 3)140 author_feature = self._db.get_author_feature(u'g_1',141 u"link_prediction_max_preferential_attachment_common_post_good_actor")142 attribute_value = int(author_feature.attribute_value)143 self.assertEqual(attribute_value, 6)144 author_feature = self._db.get_author_feature(u'g_1',145 u"link_prediction_mean_preferential_attachment_common_post_good_actor")146 attribute_value = float(author_feature.attribute_value)147 self.assertEqual(attribute_value, 5.0)148 self._db.session.close()149 def testAdamic_Adar(self):150 author_feature = self._db.get_author_feature(u'g_1',151 u'link_prediction_min_adamic_adar_index_common_post_bad_actor')152 attribute_value = float(author_feature.attribute_value)153 attribute_value = round(attribute_value, 2)154 self.assertEqual(attribute_value, 0.72)155 author_feature = self._db.get_author_feature(u'g_1',156 u"link_prediction_max_adamic_adar_index_common_post_bad_actor")157 attribute_value = float(author_feature.attribute_value)158 attribute_value = round(attribute_value, 2)159 self.assertEqual(attribute_value, 2.89)160 author_feature = self._db.get_author_feature(u'g_1',161 u"link_prediction_mean_adamic_adar_index_common_post_bad_actor")162 attribute_value = float(author_feature.attribute_value)163 attribute_value = round(attribute_value, 2)164 self.assertEqual(attribute_value, 1.44)165 self._db.session.close()166 # Tests that error isnt thorwn when there is no author that is classified as one of the optional_classes in the config167 # This test should print Error to the console and log168 @unittest.skip("This test is not relevant here it should test 'AnchorAuthorsCreator' module")169 def testUnclassifiedOptionalClass(self):170 test = True171 try:172 temp = self._link_prediction_feature_extractor._optional_classes173 self._link_prediction_feature_extractor._optional_classes = ["not_an_actor"]174 self._link_prediction_feature_extractor.execute()175 except:176 test = False177 self.assertTrue(test)178 self._link_prediction_feature_extractor._optional_classes = temp179 self._db.session.close()180 # Tests that error isn't thrown when there isn't any function with the same name as measure_names in the config181 # This test should print Error to the console and log182 def testIncorrectMeasureNameInConfig(self):183 test = True184 try:185 temp = self._link_prediction_feature_extractor._measure_names186 self._link_prediction_feature_extractor._measure_names = ['hi', 'common_neighbors']187 self._link_prediction_feature_extractor.execute()188 except:189 test = False190 self.assertTrue(test)191 self._link_prediction_feature_extractor._measure_names = temp192 self._db.session.close()193 # Tests that error isn't thrown when there isn't any function with the same name as aggregation_functions in the config194 # This test should print Error to the console and log195 def testIncorrectAggregationFunctionInConfig(self):196 test = True197 try:198 temp = self._link_prediction_feature_extractor._aggregation_functions_names199 self._link_prediction_feature_extractor._aggregation_functions_names = ['lol']200 self._link_prediction_feature_extractor.execute()201 except:202 test = False203 self.assertTrue(test)204 self._link_prediction_feature_extractor._aggregation_functions_names = temp205 self._db.session.close()206 def _create_authors(self):207 authors = []208 author1 = Author()209 author1.name = u'1'210 author1.author_guid = u'g_1'211 author1.author_screen_name = u'TestUser1'212 author1.domain = self._domain213 author1.author_osn_id = 1214 authors.append(author1)215 author2 = Author()216 author2.name = u'2'217 author2.author_guid = u'g_2'218 author2.author_screen_name = u'TestUser2'219 author2.author_type = self._bad_actor_type220 author2.domain = self._domain221 author2.author_osn_id = 2222 authors.append(author2)223 author3 = Author()224 author3.name = u'3'225 author3.author_guid = u'g_3'226 author3.author_screen_name = u'TestUser3'227 author3.author_type = self._bad_actor_type228 author3.domain = self._domain229 author3.author_osn_id = 3230 authors.append(author3)231 author4 = Author()232 author4.name = u'4'233 author4.author_guid = u'g_4'234 author4.author_screen_name = u'TestUser4'235 author4.author_type = self._bad_actor_type236 author4.domain = self._domain237 author4.author_osn_id = 4238 authors.append(author4)239 author5 = Author()240 author5.name = u'5'241 author5.author_guid = u'g_5'242 author5.author_screen_name = u'TestUser5'243 author5.domain = self._domain244 author5.author_osn_id = 5245 authors.append(author5)246 author6 = Author()247 author6.name = u'6'248 author6.author_guid = u'g_6'249 author6.author_screen_name = u'TestUser6'250 author6.author_type = self._good_actor_type251 author6.domain = self._domain252 author6.author_osn_id = 6253 authors.append(author6)254 author7 = Author()255 author7.name = u'7'256 author7.author_guid = u'g_7'257 author7.author_screen_name = u'TestUser7'258 author7.author_type = self._good_actor_type259 author7.domain = self._domain260 author7.author_osn_id = 7261 authors.append(author7)262 author8 = Author()263 author8.name = u'8'264 author8.author_guid = u'g_8'265 author8.author_screen_name = u'TestUser8'266 author8.author_type = self._good_actor_type267 author8.domain = self._domain268 author8.author_osn_id = 8269 authors.append(author8)270 self._db.add_authors(authors)271 def _create_connections(self):272 author_connections = []273 author_connection_1_2 = AuthorConnection()274 author_connection_1_2.source_author_guid = u'g_1'275 author_connection_1_2.destination_author_guid = u'g_2'276 author_connection_1_2.connection_type = self._graph_type277 author_connection_1_2.weight = 1.0278 author_connection_1_2.insertion_date = datetime.datetime.now()279 author_connections.append(author_connection_1_2)280 author_connection_1_3 = AuthorConnection()281 author_connection_1_3.source_author_guid = u'g_1'282 author_connection_1_3.destination_author_guid = u'g_3'283 author_connection_1_3.connection_type = self._graph_type284 author_connection_1_3.weight = 1.0285 author_connection_1_3.insertion_date = datetime.datetime.now()286 author_connections.append(author_connection_1_3)287 author_connection_1_4 = AuthorConnection()288 author_connection_1_4.source_author_guid = u'g_1'289 author_connection_1_4.destination_author_guid = u'g_4'290 author_connection_1_4.connection_type = self._graph_type291 author_connection_1_4.weight = 1.0292 author_connection_1_4.insertion_date = datetime.datetime.now()293 author_connections.append(author_connection_1_4)294 author_connection_2_4 = AuthorConnection()295 author_connection_2_4.source_author_guid = u'g_2'296 author_connection_2_4.destination_author_guid = u'g_4'297 author_connection_2_4.connection_type = self._graph_type298 author_connection_2_4.weight = 1.0299 author_connection_2_4.insertion_date = datetime.datetime.now()300 author_connections.append(author_connection_2_4)301 author_connection_3_4 = AuthorConnection()302 author_connection_3_4.source_author_guid = u'g_3'303 author_connection_3_4.destination_author_guid = u'g_4'304 author_connection_3_4.connection_type = self._graph_type305 author_connection_3_4.weight = 1.0306 author_connection_3_4.insertion_date = datetime.datetime.now()307 author_connections.append(author_connection_3_4)308 author_connection_4_5 = AuthorConnection()309 author_connection_4_5.source_author_guid = u'g_4'310 author_connection_4_5.destination_author_guid = u'g_5'311 author_connection_4_5.connection_type = self._graph_type312 author_connection_4_5.weight = 1.0313 author_connection_4_5.insertion_date = datetime.datetime.now()314 author_connections.append(author_connection_4_5)315 author_connection_5_6 = AuthorConnection()316 author_connection_5_6.source_author_guid = u'g_5'317 author_connection_5_6.destination_author_guid = u'g_6'318 author_connection_5_6.connection_type = self._graph_type319 author_connection_5_6.weight = 1.0320 author_connection_5_6.insertion_date = datetime.datetime.now()321 author_connections.append(author_connection_5_6)322 author_connection_5_7 = AuthorConnection()323 author_connection_5_7.source_author_guid = u'g_5'324 author_connection_5_7.destination_author_guid = u'g_7'325 author_connection_5_7.connection_type = self._graph_type326 author_connection_5_7.weight = 1.0327 author_connection_5_7.insertion_date = datetime.datetime.now()328 author_connections.append(author_connection_5_7)329 author_connection_5_8 = AuthorConnection()330 author_connection_5_8.source_author_guid = u'g_5'331 author_connection_5_8.destination_author_guid = u'g_8'332 author_connection_5_8.connection_type = self._graph_type333 author_connection_5_8.weight = 1.0334 author_connection_5_8.insertion_date = datetime.datetime.now()335 author_connections.append(author_connection_5_8)336 author_connection_6_7 = AuthorConnection()337 author_connection_6_7.source_author_guid = u'g_6'338 author_connection_6_7.destination_author_guid = u'g_7'339 author_connection_6_7.connection_type = self._graph_type340 author_connection_6_7.weight = 1.0341 author_connection_6_7.insertion_date = datetime.datetime.now()342 author_connections.append(author_connection_6_7)...
interface.py
Source:interface.py
1#!/usr/bin/env python2# -*- coding: utf-8 -*-3"""Tests for the attribute container interface."""4from __future__ import unicode_literals5import unittest6from plaso.containers import interface7from tests import test_lib as shared_test_lib8class AttributeContainerIdentifierTest(shared_test_lib.BaseTestCase):9 """Tests for the attribute container identifier."""10 def testCopyToString(self):11 """Tests the CopyToString function."""12 identifier = interface.AttributeContainerIdentifier()13 expected_identifier_string = '{0:d}'.format(id(identifier))14 identifier_string = identifier.CopyToString()15 self.assertEqual(identifier_string, expected_identifier_string)16class AttributeContainerTest(shared_test_lib.BaseTestCase):17 """Tests for the attribute container interface."""18 def testCopyToDict(self):19 """Tests the CopyToDict function."""20 attribute_container = interface.AttributeContainer()21 attribute_container.attribute_name = 'attribute_name'22 attribute_container.attribute_value = 'attribute_value'23 expected_dict = {24 'attribute_name': 'attribute_name',25 'attribute_value': 'attribute_value'}26 test_dict = attribute_container.CopyToDict()27 self.assertEqual(test_dict, expected_dict)28 def testGetAttributeNames(self):29 """Tests the GetAttributeNames function."""30 attribute_container = interface.AttributeContainer()31 attribute_container.attribute_name = 'attribute_name'32 attribute_container.attribute_value = 'attribute_value'33 expected_attribute_names = ['attribute_name', 'attribute_value']34 attribute_names = sorted(attribute_container.GetAttributeNames())35 self.assertEqual(attribute_names, expected_attribute_names)36 def testGetAttributes(self):37 """Tests the GetAttributes function."""38 attribute_container = interface.AttributeContainer()39 attribute_container.attribute_name = 'attribute_name'40 attribute_container.attribute_value = 'attribute_value'41 expected_attributes = [42 ('attribute_name', 'attribute_name'),43 ('attribute_value', 'attribute_value')]44 attributes = sorted(attribute_container.GetAttributes())45 self.assertEqual(attributes, expected_attributes)46 def testGetAttributeValueHash(self):47 """Tests the GetAttributeValuesHash function."""48 attribute_container = interface.AttributeContainer()49 attribute_container.attribute_name = 'attribute_name'50 attribute_container.attribute_value = 'attribute_value'51 attribute_values_hash1 = attribute_container.GetAttributeValuesHash()52 attribute_container.attribute_value = 'changes'53 attribute_values_hash2 = attribute_container.GetAttributeValuesHash()54 self.assertNotEqual(attribute_values_hash1, attribute_values_hash2)55 def testGetAttributeValuesString(self):56 """Tests the GetAttributeValuesString function."""57 attribute_container = interface.AttributeContainer()58 attribute_container.attribute_name = 'attribute_name'59 attribute_container.attribute_value = 'attribute_value'60 attribute_values_string1 = attribute_container.GetAttributeValuesString()61 attribute_container.attribute_value = 'changes'62 attribute_values_string2 = attribute_container.GetAttributeValuesString()63 self.assertNotEqual(attribute_values_string1, attribute_values_string2)64 def testGetIdentifier(self):65 """Tests the GetIdentifier function."""66 attribute_container = interface.AttributeContainer()67 identifier = attribute_container.GetIdentifier()68 self.assertIsNotNone(identifier)69 def testGetSessionIdentifier(self):70 """Tests the GetSessionIdentifier function."""71 attribute_container = interface.AttributeContainer()72 session_identifier = attribute_container.GetSessionIdentifier()73 self.assertIsNone(session_identifier)74 def testSetIdentifier(self):75 """Tests the SetIdentifier function."""76 attribute_container = interface.AttributeContainer()77 attribute_container.SetIdentifier(None)78 def testSetSessionIdentifier(self):79 """Tests the SetSessionIdentifier function."""80 attribute_container = interface.AttributeContainer()81 attribute_container.SetSessionIdentifier(None)82if __name__ == '__main__':...
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