def test_PR():
IGgraph1=PageRank.getIGraph("MATCH (n:`andra-user`)<-[r:`andra-from`]-(t1:`andra-tweet`)-[re:`andra-retweet`]->(t2:`andra-tweet`)-[rel:`andra-from`]->(p:`andra-user`) WHERE t2.language="'"fr"'" RETURN n as nodeFrom,p as nodeTo",\
grapheNeo,"192.168.1.75:7474","neo4j", "pass4dbse")
IGgraph2=PageRank.getIGraph("MATCH (n:`andra-tweet`)-[re:`andra-retweet`]->(p:`andra-tweet`) RETURN n as nodeFrom,p as nodeTo",\
grapheNeo,"192.168.1.75:7474","neo4j", "pass4dbse")
assert type(IGgraph1) == igraph.Graph
assert len(IGgraph1.vs) != 0
assert len(IGgraph1.es) != 0
assert type(IGgraph2) == igraph.Graph
assert len(IGgraph2.vs) != 0
assert len(IGgraph2.es) != 0
PRank1 = PageRank.Rank(IGgraph1, 10)
PRank2 = PageRank.Rank(IGgraph2, 10)
assert type(PRank1) == dict
assert len(PRank1['classement']) == 10
assert type(PRank1['classement']) == list
assert type(PRank1['resPR']) == list
assert len(PRank1['resPR']) != 0
assert type(PRank2) == dict
assert len(PRank1['classement']) == 10
assert type(PRank2['classement']) == list
assert type(PRank2['resPR']) == list
assert len(PRank2['resPR']) != 0
print "PAGERANK OK"
def test_influence():
resIGFG = DetectionCommunautes.DetectionComIG(gTwitter, "FastGreedy")
resIGIM = DetectionCommunautes.DetectionComIG(gTwitter, "InfoMap")
resSNAPBC = DetectionCommunautes.DetectionComSNAP(gTwitter, "BigClam",
path + 'snap/', path,
'outputGraph.txt',
'outputAlgo.txt')
resSNAPIM = DetectionCommunautes.DetectionComSNAP(gTwitter, "InfoMap",
path + 'snap/', path,
'outputGraph.txt',
'outputAlgo.txt')
resSNAPCPM = DetectionCommunautes.DetectionComSNAP(gTwitter, "CPM",
path + 'snap/', path,
'outputGraph.txt',
'outputAlgo.txt')
NomComFG = InfluenceCommunautes.NomsCommunautes(resIGFG['membership'],
gTwitter)
NomComIM = InfluenceCommunautes.NomsCommunautes(resIGIM['membership'],
gTwitter)
assert type(NomComFG['comNoms']) == dict
assert type(NomComFG['comNode']) == dict
assert len(NomComFG['comNoms']) != 0
assert len(NomComFG['comNode']) != 0
assert type(NomComIM['comNoms']) == dict
assert type(NomComIM['comNode']) == dict
assert len(NomComIM['comNoms']) != 0
assert len(NomComIM['comNode']) != 0
IGgraph1=PageRank.getIGraph("MATCH (n:`andra-user`)<-[r:`andra-from`]-(t1:`andra-tweet`)-[re:`andra-retweet`]->(t2:`andra-tweet`)-[rel:`andra-from`]->(p:`andra-user`) WHERE t2.language="'"fr"'" RETURN n as nodeFrom,p as nodeTo",\
grapheNeo,"192.168.1.75:7474","neo4j", "pass4dbse")
PRank1 = PageRank.Rank(IGgraph1, 10)
InfluFG = InfluenceCommunautes.InfluenceCommunautes(
grapheNeo, gTwitter, PRank1['resPR'], NomComFG['comNode'], 0.2, 10)
InfluIM = InfluenceCommunautes.InfluenceCommunautes(
grapheNeo, gTwitter, PRank1['resPR'], NomComIM['comNode'], 0.2, 10)
InfluBC = InfluenceCommunautes.InfluenceCommunautes(
grapheNeo, gTwitter, PRank1['resPR'], resSNAPBC['comCodes'], 0.2, 10)
InfluIMS = InfluenceCommunautes.InfluenceCommunautes(
grapheNeo, gTwitter, PRank1['resPR'], resSNAPIM['comCodes'], 0.2, 10)
InfluCPM = InfluenceCommunautes.InfluenceCommunautes(
grapheNeo, gTwitter, PRank1['resPR'], resSNAPCPM['comCodes'], 0.2, 10)
assert type(InfluFG) == dict
assert type(InfluIM) == dict
assert type(InfluBC) == dict
assert type(InfluIMS) == dict
assert type(InfluCPM) == dict
InfluHTFG = InfluenceCommunautes.InfluenceHashtags(grapheNeo,
NomComFG['comNode'],
0.2)
InfluHTIM = InfluenceCommunautes.InfluenceHashtags(grapheNeo,
NomComIM['comNode'],
0.2)
InfluHTBC = InfluenceCommunautes.InfluenceHashtags(grapheNeo,
resSNAPBC['comCodes'],
0.2)
InfluHTIMS = InfluenceCommunautes.InfluenceHashtags(
grapheNeo, resSNAPIM['comCodes'], 0.2)
InfluHTCPM = InfluenceCommunautes.InfluenceHashtags(
grapheNeo, resSNAPCPM['comCodes'], 0.2)
assert type(InfluHTFG) == dict
assert type(InfluHTIM) == dict
assert type(InfluHTBC) == dict
assert type(InfluHTIMS) == dict
assert type(InfluHTCPM) == dict
assert len(InfluHTFG) == len(NomComFG['comNode'])
assert len(InfluHTIM) == len(NomComIM['comNode'])
assert len(InfluHTBC) == len(resSNAPBC['comNoms'])
assert len(InfluHTIMS) == len(resSNAPIM['comNoms'])
assert len(InfluHTCPM) == len(resSNAPCPM['comNoms'])
InflueTweeFG = InfluenceCommunautes.InfluenceTweets(NomComFG['comNode'])
InflueTweeIM = InfluenceCommunautes.InfluenceTweets(NomComIM['comNode'])
InflueTweeBC = InfluenceCommunautes.InfluenceTweets(resSNAPBC['comCodes'])
InflueTweeIMS = InfluenceCommunautes.InfluenceTweets(resSNAPIM['comCodes'])
InflueTweeCPM = InfluenceCommunautes.InfluenceTweets(
resSNAPCPM['comCodes'])
assert type(InflueTweeFG) == dict
assert type(InflueTweeIM) == dict
assert type(InflueTweeBC) == dict
assert type(InflueTweeIMS) == dict
assert type(InflueTweeCPM) == dict
assert len(InflueTweeFG) == len(NomComFG['comNode'])
assert len(InflueTweeIM) == len(NomComIM['comNode'])
assert len(InflueTweeBC) == len(resSNAPBC['comNoms'])
assert len(InflueTweeIMS) == len(resSNAPIM['comNoms'])
assert len(InflueTweeCPM) == len(resSNAPCPM['comNoms'])
print "INFLUENCE OK"