def makePostsTriples(self):
if not self.hastext:
return
self.totalchars = sum(self.size_chars_overall)
self.mchars_messages = n.mean(self.size_chars_overall)
self.dchars_messages = n.std(self.size_chars_overall)
self.totaltokens = sum(self.size_tokens_overall)
self.mtokens_messages = n.mean(self.size_tokens_overall)
self.dtokens_messages = n.std(self.size_tokens_overall)
self.totalsentences = sum(self.size_sentences_overall)
self.msentences_messages = n.mean(self.size_sentences_overall)
self.dsentences_messages = n.std(self.size_sentences_overall)
self.nmessages = P.get(
"SELECT (COUNT(?s) as ?s) WHERE { ?s a po:Message }",
context=self.translation_graph)
self.nparticipants = P.get(
"SELECT (COUNT(?s) as ?s) WHERE { ?s a po:Participant }",
context=self.translation_graph)
self.nurls = P.get(
"SELECT (COUNT(?s) as ?s) WHERE { ?s po:hasUrl ?o }",
context=self.translation_graph)
triples = [
(self.snapshoturi, po.nParticipants, self.nparticipants),
(self.snapshoturi, po.nMessages, self.nmessages),
(self.snapshoturi, po.nCharsOverall, self.totalchars),
(self.snapshoturi, po.mCharsOverall, self.mchars_messages),
(self.snapshoturi, po.dCharsOverall, self.dchars_messages),
(self.snapshoturi, po.nTokensOverall, self.totaltokens),
(self.snapshoturi, po.mTokensOverall, self.mtokens_messages),
(self.snapshoturi, po.dTokensOverall, self.dtokens_messages),
(self.snapshoturi, po.nSentencesOverall, self.totalsentences),
(self.snapshoturi, po.mSentencesOverall, self.msentences_messages),
(self.snapshoturi, po.dSentencesOverall, self.dsentences_messages),
]
P.add(triples, context=self.meta_graph)
def publishAny(snapshoturi):
# publish to umbrelladir
# get friendship and interaction of the snapshoturi
triples=[
(snapshoturi, po.rawFile, "?fileurifoo"),
(snapshoturi, po.snapshotID, "?snapshotid"),
("?fileurifoo", po.expressedClass, po.Friendship),
("?fileurifoo", po.fileFormat, "?fileformat"),
("?fileurifoo", po.fileName, "?filename"),
]
fileformat,friendship_filename,snapshotid=P.get(triples)
triples=[
(snapshoturi, NS.po.rawFile, "?fileurifoo"),
("?fileurifoo", po.expressedClass, po.Interaction),
("?fileurifoo", NS.po.fileName, "?filename"),
]
interaction_filename=P.get(triples,context=social_facebook_inferred)
triples=[
(snapshoturi, NS.po.rawFile, "?fileurifoo"),
("?fileurifoo", po.expressedClass, po.Post),
("?fileurifoo", NS.po.fileName, "?filename"),
]
posts_filename=P.get(triples,context=social_facebook_inferred)
c(fileformat)
if "gdf" in fileformat:
c("publish gdf", snapshoturi)
# friendship_filename,interaction_filename=None,None
return GdfRdfPublishing(snapshoturi,snapshotid,friendship_filename,interaction_filename,posts_filename)
elif fileformat=="gml":
c("publish gml", snapshoturi)
return GmlRdfPublishing(snapshoturi,snapshotid,friendship_filename)
def replyTriples(self,tweet,tweeturi):
triples=[]
if tweet["in_reply_to_user_id_str"] or tweet["in_reply_to_status_id_str"]:
self.nreplies+=1
if tweet["in_reply_to_status_id_str"]:
userid_reply=self.snapshotid+"-"+tweet["in_reply_to_user_id_str"]
useruri_reply=P.rdf.ic(po.Participant,userid_reply,self.tweet_graph,self.snapshoturi)
if not P.get(useruri_reply,po.numericID,None): # new user
self.nparticipants+=1
triples+=[(useruri_reply,po.numericID,userid_reply)]
else:
userid_reply=self.snapshotid+"-anonymous-"+str(self.anonymous_user_count)
useruri_reply=P.rdf.ic(po.Participant,userid_reply,self.tweet_graph,self.snapshoturi)
self.anonymous_user_count+=1
triples+=[(useruri_reply,po.anonymous,True)]
if tweet["in_reply_to_status_id_str"]:
tweetid_reply=userid_reply+"-"+tweet["in_reply_to_status_id_str"]
tweeturi_reply=P.rdf.ic(po.Tweet,tweetid_reply,self.tweet_graph,self.snapshoturi)
if not P.get(tweeturi_reply,po.numericID,None): # new message
self.ntweets+=1
triples+=[(tweeturi_reply,po.numericID,tweetid_reply)]
else:
tweetid_reply=self.snapshotid+"-noidmsg-"+str(self.anonymous_tweet_count)
tweeturi_reply=P.rdf.ic(po.Tweet,tweetid_reply,self.tweet_graph,self.snapshoturi)
self.anonymous_tweet_count+=1
triples+=[(tweeturi_reply,po.noid,True)]
triples+=[
(tweeturi,po.inReplyToTweet,tweeturi_reply),
(tweeturi_reply,po.author,useruri_reply),
]
return triples
def countNew(self, tweetid, userid):
query = [("?uri", a, po.Tweet), ("?uri", po.stringID, tweetid)]
tweet_known = P.get(query)
query = [("?uri", a, po.Participant), ("?uri", po.numericID, userid)]
participant_known = P.get(query)
if not tweet_known:
self.ntweets += 1
if not participant_known:
self.nparticipants += 1
def publishAll(snapshoturis=None):
"""express irc logs as RDF for publishing"""
if not snapshoturis:
c("getting irc snapshots, implementation needs verification TTM")
uridict={}
for snapshoturi in P.get(None,a,NS.po.IRCSnapshot,minimized=True):
uridict[snapshoturi]=0
for rawFile in P.get(snapshoturi,NS.po.rawFile,strict=True,minimized=True):
uridict[snapshoturi]+=P.get(rawFile,NS.po.fileSize,minimized=True).toPython()
snapshoturis.sort(key=lambda x: uridict[x])
for snapshoturi in snapshoturis:
triplification_class=publishAny(snapshoturi)
#writePublishingReadme()
return triplification_class
def makeMetadata(self):
triples=P.get(self.snapshoturi,None,None,"social_facebook")
for rawfile in P.get(self.snapshoturi,po.rawFile,None,"social_facebook",strict=True,minimized=True):
triples+=P.get(rawfile,None,None,"social_facebook")
P.add(triples,context=self.meta_graph)
self.ffile="base/"+self.filename_friendships
self.frdf=self.snapshotid+"Friendship.rdf"
self.fttl=self.snapshotid+"Friendship.ttl"
triples=[
(self.snapshoturi, po.onlineOriginalFriendshipFile,self.online_prefix+self.ffile),
(self.snapshoturi, po.originalFriendshipFileName,self.ffile),
(self.snapshoturi, po.onlineFriendshipXMLFile,self.online_prefix+self.frdf),
(self.snapshoturi, po.onlineFriendshipTTLFile,self.online_prefix+self.fttl),
(self.snapshoturi, po.friendshipXMLFileName, self.frdf),
(self.snapshoturi, po.friendshipTTLFileName, self.fttl),
(self.snapshoturi, po.nFriends, self.nfriends),
(self.snapshoturi, po.nFriendships, self.nfriendships),
(self.snapshoturi, po.friendshipsAnonymized ,self.friendships_anonymized),
]
P.add(triples,context=self.meta_graph)
P.rdf.triplesScaffolding(self.snapshoturi,
[po.frienshipParticipantAttribute]*len(self.friendsvars),
self.friendsvars,context=self.meta_graph)
self.mrdf=self.snapshotid+"Meta.rdf"
self.mttl=self.snapshotid+"Meta.ttl"
self.desc="facebook network with snapshotID: {}\nsnapshotURI: {} \nisEgo: {}. isGroup: {}.".format(
self.snapshotid,self.snapshoturi,self.isego,self.isgroup,)
self.desc+="\nisFriendship: {}".format(self.isfriendship)
self.desc+="; nFriends: {}; nFrienships: {}.".format(self.nfriends,self.nfriendships,)
self.desc+="\nisInteraction: {}".format(self.isinteraction)
self.desc+="\nisPost: {} (alias hasText: {})".format(self.hastext,self.hastext)
triples=[
(self.snapshoturi, po.triplifiedIn, datetime.datetime.now()),
(self.snapshoturi, po.triplifiedBy, "scripts/"),
(self.snapshoturi, po.donatedBy, self.snapshotid[:-4]),
(self.snapshoturi, po.availableAt, self.online_prefix),
(self.snapshoturi, po.onlineMetaXMLFile, self.online_prefix+self.mrdf),
(self.snapshoturi, po.onlineMetaTTLFile, self.online_prefix+self.mttl),
(self.snapshoturi, po.metaXMLFileName, self.mrdf),
(self.snapshoturi, po.metaTTLFileName, self.mttl),
(self.snapshoturi, po.acquiredThrough, "Netvizz"),
(self.snapshoturi, po.socialProtocolTag, "Facebook"),
(self.snapshoturi, po.socialProtocol, P.rdf.ic(po.Platform,"Facebook",self.meta_graph,self.snapshoturi)),
(self.snapshoturi, NS.rdfs.comment, self.desc),
]
P.add(triples,self.meta_graph)
def publishAny(snapshoturi):
# publish to umbrelladir
triples=[
(snapshoturi, po.rawFile, "?fileurifoo"),
("?fileurifoo", po.fileName, "?filename"),
]
filenames=P.get(triples,join_queries="list",strict=True)
filenames.sort()
# filenames=[i for i in filenames if i.count("_")==2]
triples=[
(snapshoturi, po.snapshotID, "?snapshotid"),
]
snapshotid=P.get(triples)
if filenames:
return PicklePublishing(snapshoturi,snapshotid,filenames)
def publishAll(snapshoturis=None):
"""express tweets as RDF for publishing"""
if not snapshoturis:
c("getting twitter snapshots, implementation needs verification TTM")
uridict={}
for snapshoturi in P.get(None,a,NS.po.TwitterSnapshot,minimized=True):
uridict[snapshoturi]=0
for rawFile in P.get(snapshoturi,NS.po.rawFile,strict=True,minimized=True):
uridict[snapshoturi]+=P.get(rawFile,NS.po.fileSize,minimized=True).toPython()
snapshoturis=[i for i in list(uridict.keys()) if i.endswith(".gml")]
snapshoturis.sort(key=lambda x: uridict[x])
for snapshoturi in snapshoturis:
triplification_class=publishAny(snapshoturi)
#writePublishingReadme()
return triplification_class
def countNew(self,tweetid,userid):
query=[
("?uri",a,po.Tweet),
("?uri",po.stringID,tweetid)
]
tweet_known=P.get(query)
query=[
("?uri",a,po.Participant),
("?uri",po.numericID,userid)
]
participant_known=P.get(query)
if not tweet_known:
self.ntweets+=1
if not participant_known:
self.nparticipants+=1
def publishAny(snapshoturi):
# publish to umbrelladir
triples = [
(snapshoturi, po.rawFile, "?fileurifoo"),
("?fileurifoo", po.fileName, "?filename"),
]
filenames = P.get(triples, join_queries="list", strict=True)
filenames.sort()
# filenames=[i for i in filenames if i.count("_")==2]
triples = [
(snapshoturi, po.snapshotID, "?snapshotid"),
]
snapshotid = P.get(triples)
if filenames:
return PicklePublishing(snapshoturi, snapshotid, filenames)
def startSession(context="session"):
current_user_uri=P.get(NS.per.currentUser) # from rdf.rdflib OK
now=datetime.now()
P.context("session","remove")
if not current_user_uri:
nick=randomNick() # OK
current_user_uri=P.rdf.timestampedURI(NS.per.Participant,nick,now) # rdf.rdflib OK
triples=[
(current_user_uri, a, NS.per.DefaultParticipant),
(current_user_uri, NS.per.nick, nick),
(current_user_uri, NS.per.registered, now),
]
c("Please create a user with P.utils.createUser() ASAP. Registered for now as {} with URI: {}".format(nick,current_user_uri))
else:
triples=[]
session_uri=P.rdf.timestampedURI(NS.per.Session,nick,now) # from rdf.rdflib OK
current_status_uri=NS.per.CurrentStatus # class in per: ontology OK
triples+=[
(current_status_uri,NS.per.currentSession,session_uri),
(session_uri,NS.per.started,now),
(session_uri,NS.per.user,current_user_uri),
(current_status_uri,NS.per.currentUser,current_user_uri),
]
P.set_(triples,context=context) # from rdf.rdflib OK
#P.rdf.minimumOntology() # from rdf.ontology
P.rdf.ontology.minimumTestOntology() # from rdf.ontology
#P.legacy.triples.datasets.datasets() # from legacy.triples
P.legacy.triples.datasets.minimalTestData() # from legacy.triples
P.rdf.inference.performRdfsInference("void","minimum_ontology","session_legacy_metadata") # from rdf.inference
def publishAll(snapshoturis=None):
"""express emails as RDF for publishing"""
if not snapshoturis:
c("getting email snapshots, implementation needs verification TTM")
uridict = {}
for snapshoturi in P.get(None, a, NS.po.Snapshot, minimized=True):
uridict[snapshoturi] = 0
for rawFile in P.get(snapshoturi, NS.po.rawFile, strict=True, minimized=True):
uridict[snapshoturi] += P.get(rawFile, NS.po.directorySize, minimized=True).toPython()
snapshoturis.sort(key=lambda x: uridict[x])
c("on triplification")
triplification_classes = []
for snapshoturi in list(snapshoturis)[:10]:
triplification_classes += [publishAny(snapshoturi)]
# writePublishingReadme()
return triplification_classes
def publishAny(snapshoturi):
triples = [
(snapshoturi, po.rawFile, "?fileurifoo"),
("?fileurifoo", po.fileName, "?filename"),
(snapshoturi, po.snapshotID, "?snapshotid"),
]
filename, snapshotid = P.get(triples)
# filenames=[i for i in filenames if i.count("_")==2]
return LogPublishing(snapshoturi, snapshotid, filename)
def publishAll(snapshoturis=None):
"""express irc logs as RDF for publishing"""
if not snapshoturis:
c("getting irc snapshots, implementation needs verification TTM")
uridict = {}
for snapshoturi in P.get(None, a, NS.po.IRCSnapshot, minimized=True):
uridict[snapshoturi] = 0
for rawFile in P.get(snapshoturi,
NS.po.rawFile,
strict=True,
minimized=True):
uridict[snapshoturi] += P.get(rawFile,
NS.po.fileSize,
minimized=True).toPython()
snapshoturis.sort(key=lambda x: uridict[x])
for snapshoturi in snapshoturis:
triplification_class = publishAny(snapshoturi)
return triplification_class
def publishAny(snapshoturi):
# publish to umbrelladir
triples = [
(snapshoturi, po.dataDir, "?datadir"),
(snapshoturi, po.snapshotID, "?snapshotid"),
(snapshoturi, po.rawDirectory, "?directoryurifoo"),
("?directoryurifoo", po.directoryName, "?directoryname"),
]
data_dir, directory, snapshotid = P.get(triples)
return MboxPublishing(snapshoturi, snapshotid, directory, data_dir)
def publishAny(snapshoturi):
# publish to umbrelladir
triples=[
(snapshoturi, po.rawFile, "?fileurifoo"),
("?fileurifoo", po.fileName, "?filename"),
(snapshoturi, po.snapshotID, "?snapshotid"),
]
filename,snapshotid=P.get(triples)
# filenames=[i for i in filenames if i.count("_")==2]
return LogPublishing(snapshoturi,snapshotid,filename)
def publishAny(snapshoturi):
# publish to umbrelladir
triples = [
(snapshoturi, po.dataDir, "?datadir"),
(snapshoturi, po.snapshotID, "?snapshotid"),
(snapshoturi, po.rawDirectory, "?directoryurifoo"),
("?directoryurifoo", po.directoryName, "?directoryname"),
]
data_dir, directory, snapshotid = P.get(triples)
return MboxPublishing(snapshoturi, snapshotid, directory, data_dir)
def replyTriples(self, tweet, tweeturi):
triples = []
if tweet["in_reply_to_user_id_str"] or tweet[
"in_reply_to_status_id_str"]:
self.nreplies += 1
if tweet["in_reply_to_status_id_str"]:
userid_reply = self.snapshotid + "-" + tweet[
"in_reply_to_user_id_str"]
useruri_reply = P.rdf.ic(po.Participant, userid_reply,
self.tweet_graph, self.snapshoturi)
if not P.get(useruri_reply, po.numericID, None): # new user
self.nparticipants += 1
triples += [(useruri_reply, po.numericID, userid_reply)]
else:
userid_reply = self.snapshotid + "-anonymous-" + str(
self.anonymous_user_count)
useruri_reply = P.rdf.ic(po.Participant, userid_reply,
self.tweet_graph, self.snapshoturi)
self.anonymous_user_count += 1
triples += [(useruri_reply, po.anonymous, True)]
if tweet["in_reply_to_status_id_str"]:
tweetid_reply = userid_reply + "-" + tweet[
"in_reply_to_status_id_str"]
tweeturi_reply = P.rdf.ic(po.Tweet, tweetid_reply,
self.tweet_graph, self.snapshoturi)
if not P.get(tweeturi_reply, po.numericID,
None): # new message
self.ntweets += 1
triples += [(tweeturi_reply, po.numericID, tweetid_reply)]
else:
tweetid_reply = self.snapshotid + "-noidmsg-" + str(
self.anonymous_tweet_count)
tweeturi_reply = P.rdf.ic(po.Tweet, tweetid_reply,
self.tweet_graph, self.snapshoturi)
self.anonymous_tweet_count += 1
triples += [(tweeturi_reply, po.noid, True)]
triples += [
(tweeturi, po.inReplyToTweet, tweeturi_reply),
(tweeturi_reply, po.author, useruri_reply),
]
return triples
def publishAll(snapshoturis=None):
"""express emails as RDF for publishing"""
if not snapshoturis:
c("getting email snapshots, implementation needs verification TTM")
uridict = {}
for snapshoturi in P.get(None, a, NS.po.GmaneSnapshot, minimized=True):
uridict[snapshoturi] = 0
for rawFile in P.get(snapshoturi,
NS.po.rawFile,
strict=True,
minimized=True):
uridict[snapshoturi] += P.get(rawFile,
NS.po.directorySize,
minimized=True).toPython()
snapshoturis.sort(key=lambda x: uridict[x])
c("on triplification")
triplification_classes = []
for snapshoturi in list(snapshoturis)[:10]:
triplification_classes += [publishAny(snapshoturi)]
#writePublishingReadme()
return triplification_classes
def publishAll(snapshoturis=None):
#triples=S.facebook.ontology.snapshots()
#P.add(triples,context="facebook_snapshots_ontology")
#P.rdf.inference.performRdfsInference("social_facebook","facebook_snapshots_ontology",social_facebook_inferred,False)
if not snapshoturis:
c("getting facebook snapshots, implementation needs verification TTM")
uridict={}
for snapshoturi in P.get(None,a,NS.po.FacebookSnapshot,minimized=True):
uridict[snapshoturi]=0
for rawFile in P.get(snapshoturi,NS.po.rawFile,strict=True,minimized=True):
uridict[snapshoturi]+=P.get(rawFile,NS.po.fileSize,minimized=True).toPython()
snapshoturis=[i for i in list(uridict.keys()) if i.endswith(".gml")]
snapshoturis.sort(key=lambda x: uridict[x])
# snapshoturis=[i for i in snapshoturis if i.endswith("gml")]
c("snapuris:",snapshoturis)
count=0
for snapshoturi in snapshoturis:
triplification_class=publishAny(snapshoturi)
count+=1
#writePublishingReadme()
return triplification_class
def publishAll(snapshoturis=None):
"""express tweets as RDF for publishing"""
if not snapshoturis:
c("getting twitter snapshots, implementation needs verification TTM")
uridict = {}
for snapshoturi in P.get(None,
a,
NS.po.TwitterSnapshot,
minimized=True):
uridict[snapshoturi] = 0
for rawFile in P.get(snapshoturi,
NS.po.rawFile,
strict=True,
minimized=True):
uridict[snapshoturi] += P.get(rawFile,
NS.po.fileSize,
minimized=True).toPython()
snapshoturis = [i for i in list(uridict.keys()) if i.endswith(".gml")]
snapshoturis.sort(key=lambda x: uridict[x])
for snapshoturi in snapshoturis:
triplification_class = publishAny(snapshoturi)
return triplification_class
def publishAll(snapshoturis=None):
if not snapshoturis:
c("getting facebook snapshots, implementation needs verification TTM")
uridict = {}
for snapshoturi in P.get(None,
a,
NS.po.FacebookSnapshot,
minimized=True):
uridict[snapshoturi] = 0
for rawFile in P.get(snapshoturi,
NS.po.rawFile,
strict=True,
minimized=True):
uridict[snapshoturi] += P.get(rawFile,
NS.po.fileSize,
minimized=True).toPython()
snapshoturis = [i for i in list(uridict.keys()) if i.endswith(".gml")]
snapshoturis.sort(key=lambda x: uridict[x])
c("snapuris:", snapshoturis)
count = 0
for snapshoturi in snapshoturis:
triplification_class = publishAny(snapshoturi)
count += 1
return triplification_class
def entityTriples(self, tweet, tweeturi):
triples = []
for hashtag_ in tweet["entities"]["hashtags"]:
self.nhashtags += 1
hashtag = hashtag_["text"]
triples += [
(tweeturi, po.hashtag, hashtag),
]
for user_mention in tweet["entities"]["user_mentions"]:
self.nuser_mentions += 1
userid_mention_ = user_mention["id_str"]
name_mention = user_mention["name"]
screen_name_mention = user_mention["screen_name"]
userid_mention = self.snapshotid + "-" + userid_mention_
useruri_mention = P.rdf.ic(po.Participant, userid_mention,
self.tweet_graph, self.snapshoturi)
triples += [
(tweeturi, po.userMention, useruri_mention),
(useruri_mention, po.name, name_mention),
(useruri_mention, po.screenName, screen_name_mention),
(useruri_mention, po.stringID, userid_mention),
]
if not P.get(useruri_mention, po.numericID, None): # new user
self.nparticipants += 1
triples += [(useruri_mention, po.numericID, userid_mention)]
links = []
for link in tweet["entities"]["urls"]:
self.nlinks += 1
url = link["url"]
triples += [(tweeturi, po.expandedURL, link["expanded_url"])]
if "media" in tweet["entities"].keys():
for media in tweet["entities"]["media"]:
self.nmedia += 1
mediaid = self.snapshoturi + "-" + str(self.nmedia)
mediauri = P.rdf.ic(po.Media, mediaid, self.tweet_graph,
self.snapshoturi)
triples += [
(tweeturi, po.media, mediauri),
(mediauri, po.type, media["type"]),
(mediauri, po.expandedURL, media["expanded_url"]),
]
#symbols?
return triples
def entityTriples(self,tweet,tweeturi):
triples=[]
for hashtag_ in tweet["entities"]["hashtags"]:
self.nhashtags+=1
hashtag=hashtag_["text"]
triples+=[
(tweeturi,po.hashtag,hashtag),
]
for user_mention in tweet["entities"]["user_mentions"]:
self.nuser_mentions+=1
userid_mention_=user_mention["id_str"]
name_mention=user_mention["name"]
screen_name_mention=user_mention["screen_name"]
userid_mention=self.snapshotid+"-"+userid_mention_
useruri_mention=P.rdf.ic(po.Participant,userid_mention,self.tweet_graph,self.snapshoturi)
triples+=[
(tweeturi,po.userMention,useruri_mention),
(useruri_mention,po.name,name_mention),
(useruri_mention,po.screenName,screen_name_mention),
(useruri_mention,po.stringID,userid_mention),
]
if not P.get(useruri_mention,po.numericID,None): # new user
self.nparticipants+=1
triples+=[(useruri_mention,po.numericID,userid_mention)]
links=[]
for link in tweet["entities"]["urls"]:
self.nlinks+=1
url=link["url"]
triples+=[
(tweeturi,po.expandedURL,link["expanded_url"])
]
if "media" in tweet["entities"].keys():
for media in tweet["entities"]["media"]:
self.nmedia+=1
mediaid=self.snapshoturi+"-"+str(self.nmedia)
mediauri=P.rdf.ic(po.Media,mediaid,self.tweet_graph,self.snapshoturi)
triples+=[
(tweeturi,po.media,mediauri),
(mediauri,po.type,media["type"]),
(mediauri,po.expandedURL,media["expanded_url"]),
]
#symbols?
return triples
def rdfMbox(self):
for filecount,file_ in enumerate(self.files):
if filecount%100==0:
c(self.snapshoturi,filecount)
mbox = mailbox.mbox(self.data_path+self.directory+"/"+file_)
if not mbox.keys():
self.nempty+=1
mbox.close()
# c("||||||||||| EMPTY MESSAGE |||||||||||||||||||||",self.snapshotid,file_,"(",filecount,")")
continue
if not mbox[0]["Message-Id"]:
raise ValueError("What to do with nonempy messages without id?")
message=mbox[0]
gmaneid=self.makeId(message["Message-Id"])
#c("gmaneid",gmaneid)
if not gmaneid:
raise ValueError("Message without id")
messageuri=P.rdf.ic(po.EmailMessage,gmaneid,self.translation_graph,self.snapshoturi)
self.nmessages+=1
triples=[
(messageuri,po.gmaneID,gmaneid),
]
email,name=self.parseParticipant(message["From"])
if not email:
raise ValueError("message without author")
participanturi=P.rdf.ic(po.GmaneParticipant,email,self.translation_graph,self.snapshoturi)
if not P.get(participanturi,po.emailAddress,None,self.translation_graph):
self.nparticipants+=1
if self.nparticipants==100:
pass
triples+=[
(messageuri,po.author,participanturi),
(participanturi,po.emailAddress,email),
]
if name:
triples+=[
(participanturi,po.name,name),
]
subject=message["Subject"]
if subject:
subject=decodeHeader(subject)
assert isinstance(subject,str)
triples+=[
(messageuri,po.subject,subject),
]
replyid_=message["In-Reply-To"]
saneid=self.makeId(replyid_)
if bool(replyid_) and not bool(saneid):
self.nreplies+=1
replyid=self.snapshotid+"-"+str(self.nlost_messages)
self.nlost_messages+=1
replymessageuri=P.rdf.ic(po.LostEmailMessage,replyid,self.translation_graph,self.snapshoturi)
triples+=[
(replymessageuri,a,po.EmailMessage),
(replymessageuri,NS.rdfs.comment,"This message registered as having a reply, but the field might be ill-formed: "+replyid_),
(messageuri,po.replyTo,replymessageuri),
]
elif saneid:
self.nreplies+=1
replymessageuri=P.rdf.ic(po.EmailMessage,saneid,self.translation_graph,self.snapshoturi)
triples+=[
(replymessageuri,po.gmaneID,saneid),
(messageuri,po.replyTo,replymessageuri),
]
if isinstance(message["Date"],str):
datetime=parseDate(message["Date"])
elif isinstance(message["Date"],mailbox.email.header.Header):
datetimestring=decodeHeader(message["Date"])
if False in [i in string.printable for i in datetimestring]:
datetime=None
triples+=[
(messageuri,po.lostCreatedAt,True),
]
else:
datetime_=re.findall(r"(.*\d\d:\d\d:\d\d).*",datetimestring)[0]
datetime=parseDate(datetime_)
else:
raise ValueError("datetime not understood")
if datetime:
self.dates+=[datetime]
triples+=[
(messageuri,po.createdAt,datetime),
]
if message["References"]:
references=message["References"].replace("\n","").replace("\t","").replace(" ","")
if not re.findall(r"\A<(.*?)>\Z",references):
c("::: ::: ::: references field not understood", message["References"])
triples+=[
(messageuri,po.comment,"the references are not understood (<.*> ids are added anyway): "+message["References"]),
(messageuri,po.referencesLost,True),
]
for reference in re.findall(r"<(.*?)>",references):
self.nreferences+=1
referenceuri=P.rdf.ic(po.EmailMessage,reference,self.translation_graph,self.snapshoturi)
triples+=[
(referenceuri,po.gmaneID,reference),
(messageuri,po.hasReference,referenceuri),
]
for part in message["References"].replace("\n","").replace("\t","").split():
if validate_email(part):
self.nreferences+=1
referenceuri=P.rdf.ic(po.EmailMessage,part,self.translation_graph,self.snapshoturi)
triples+=[
(referenceuri,po.gmaneID,reference),
(messageuri,po.hasReference,referenceuri),
]
text=getText(message)
if text:
nchars=len(text)
ntokens=len(k.wordpunct_tokenize(text))
nsentences=len(k.sent_tokenize(text))
triples+=[
(messageuri,po.messageText,text),
(messageuri,po.nChars,nchars),
(messageuri,po.nTokens,ntokens),
(messageuri,po.nSentences,nsentences),
]
self.nchars_all+=[nchars]
self.ntokens_all+=[ntokens]
self.nsentences_all+=[nsentences]
clean_text=cleanEmailBody(text)
self.nremoved_lines+=text.count("\n")-clean_text.count("\n")
self.nlines+=text.count("\n")
nchars_clean=len(clean_text)
ntokens_clean=len(k.wordpunct_tokenize(clean_text))
nsentences_clean=len(k.sent_tokenize(clean_text))
triples+=[
(messageuri,po.messageTextClean,clean_text),
(messageuri,po.nCharsClean,nchars_clean),
(messageuri,po.nTokensClean,ntokens_clean),
(messageuri,po.nSentencesClean,nsentences_clean),
]
self.nchars_clean_all+=[nchars_clean]
self.ntokens_clean_all+=[ntokens_clean]
self.nsentences_clean_all+=[nsentences_clean]
for url in re.findall(r'http[s]?://(?:[a-zA-Z]|[0-9]|[$-_@.&+]|[!*\(\),]|(?:%[0-9a-fA-F][0-9a-fA-F]))+',clean_text):
self.nurls+=1
triples+=[
(messageuri,po.hasUrl,url),
]
content_type=message.get_content_type()
if content_type:
triples+=[
(messageuri,po.contentType,content_type)
]
else:
raise ValueError("/\/\/\/\/\ message without content type")
organization=message["Organization"]
if organization:
if not isinstance(organization,str):
organization="".join(i for i in str(organization) if i in string.printable)
triples+=[
(messageuri,po.organization,organization),
]
if message["cc"]:
cc,unparsed=parseAddresses(message["cc"])
if unparsed:
triples+=[
(messageuri,po.unparsedCC,unparsed),
]
for peeraddress,peername in cc:
peeraddress=peeraddress.strip()
assert bool(peeraddress)
peeruri=P.rdf.ic(po.EmailPeer,peeraddress,self.translation_graph,self.snapshoturi)
triples+=[
(messageuri,po.cc,peeruri),
(peeruri,po.emailAddress,peeraddress),
]
self.ncc+=1
if peername:
triples+=[
(peeruri,po.name,peername.strip()),
]
if message["to"]:
to,unparsed=parseAddresses(message["to"])
if unparsed:
triples+=[
(messageuri,po.unparsedTo,unparsed),
]
for peeraddress,peername in to:
peeraddress=peeraddress.strip()
assert bool(peeraddress)
peeruri=P.rdf.ic(po.EmailPeer,peeraddress,self.translation_graph,self.snapshoturi)
triples+=[
(messageuri,po.to,peeruri),
(peeruri,po.emailAddress,peeraddress),
]
self.nto+=1
if peername:
triples+=[
(peeruri,po.name,peername.strip()),
]
listid=message["list-id"]
if listid:
assert isinstance(listid,str)
listid=listid.replace("\n","").replace("\t","")
if listid.count("<")==listid.count(">")==listid.count(" ")==0:
listname=""
listid_=listid
elif listid.count("<")==listid.count(">")==0:
parts=listid.split()
lens=[len(i) for i in parts]
listid_=[i for i in parts if len(i)==max(lens)][0]
listname=" ".join(i for i in parts if len(i)!=max(lens))
elif listid.count("<")==listid.count(">")==1:
listname,listid_=re.findall(r"(.*) {0,1}<(.*)>",listid)[0]
else:
raise ValueError("Unexpected listid string format")
listuri=P.rdf.ic(po.EmailList,listid_,self.translation_graph,self.snapshoturi)
triples+=[
(messageuri,po.emailList,listuri),
(listuri,po.listID,listid_),
]
if listname:
triples+=[
(listuri,po.name,listname.strip()),
]
P.add(triples,self.translation_graph)
mbox.close()
def writeAllFB(self):
c("started rendering of the snapshot publication. snapshotID:",
self.snapshotid)
self.final_path_ = "{}{}/".format(self.final_path, self.snapshotid)
if not os.path.isdir(self.final_path_):
os.mkdir(self.final_path_)
g = P.context(self.friendship_graph)
g.namespace_manager.bind("po", po)
g.serialize(self.final_path_ + self.snapshotid + "Friendship.ttl",
"turtle")
c("ttl")
g.serialize(self.final_path_ + self.snapshotid + "Friendship.rdf",
"xml")
c("serialized friendships")
# get filesize and ntriples
# filesizerdf = os.path.getsize(self.final_path_+self.snapshotid +
# "Friendship.rdf")/(10**6)
# filesizettl = os.path.getsize(self.final_path_+self.snapshotid +
# "Friendship.ttl")/(10**6)
# ntriples = len(g)
# triples = [
# (self.snapshoturi, po.friendshipXMLFileSizeMB, filesizerdf),
# (self.snapshoturi, po.friendshipTTLFileSizeMB, filesizettl),
# (self.snapshoturi, po.nFriendshipTriples, ntriples),
# ]
g = P.context(self.meta_graph)
# ntriples = len(g)
# triples.append(
# (self.snapshoturi, po.nMetaTriples, ntriples+1),
# )
# P.add(triples, context=self.meta_graph)
g.serialize(self.final_path_ + self.snapshotid + "Meta.ttl", "turtle")
c("ttl")
g.serialize(self.final_path_ + self.snapshotid + "Meta.rdf", "xml")
c("serialized meta")
if not os.path.isdir(self.final_path_ + "scripts"):
os.mkdir(self.final_path_ + "scripts")
shutil.copy(S.PACKAGEDIR + "/../tests/triplify.py",
self.final_path_ + "scripts/triplify.py")
# copia do base data
if not os.path.isdir(self.final_path_ + "base"):
os.mkdir(self.final_path_ + "base")
shutil.copy(self.data_path + self.filename_friendships,
self.final_path_ + "base/")
originals = "base/{}".format(self.filename_friendships)
tfriendship = """\n\n{nf} individuals with metadata {fvars}
and {nfs} friendships constitute the friendship network in the RDF/XML file:
{frdf} \in the Turtle file: \n{fttl}
(anonymized {fan}).""".format(
nf=self.nfriends,
fvars=str(self.friendsvars),
nfs=self.nfriendships,
frdf=self.frdf,
fttl=self.fttl,
fan=self.friendships_anonymized,
)
datetime_string = P.get(self.snapshoturi,
po.dateObtained,
None,
context=self.social_graph)[2]
with open(self.final_path_ + "README", "w") as f:
f.write("""::: Open Linked Social Data publication
\nThis repository is a RDF data expression of the facebook
snapshot {snapid} collected around {date}.{tfriendship}
\nMetadata for discovery in the RDF/XML file:
{mrdf} \nor in the Turtle file:\n{mttl}
\nOriginal file(s):
{origs}
\nEgo network: {ise}
Group network: {isg}
Friendship network: {isf}
Interaction network: {isi}
Has text/posts: {ist}
\nAll files should be available at the git repository:
{ava}
\n{desc}
The script that rendered this data publication is on the script/ \
directory.\n:::""".format(snapid=self.snapshotid,
date=datetime_string,
tfriendship=tfriendship,
mrdf=self.mrdf,
mttl=self.mttl,
origs=originals,
ise=self.isego,
isg=self.isgroup,
isf=self.isfriendship,
isi=self.isinteraction,
ist=self.hastext,
ava=self.online_prefix,
desc=self.desc))
def makeMetadata(self):
if self.isfriendship and self.groupid and self.groupid2 and \
(self.groupid != self.groupid2):
raise ValueError("Group IDS are different")
# triples = P.get(self.snapshoturi, None, None, self.social_graph)
# for rawfile in P.get(self.snapshoturi, po.rawFile, None,
# self.social_graph, strict=True, minimized=True):
# triples.extend(P.get(rawfile, None, None, self.social_graph))
# P.add(triples, context=self.meta_graph)
foo = {"uris": [], "vals": []}
if self.isfriendship:
foo["uris"].extend([
# po.onlineOriginalFriendshipFile,
# po.originalFriendshipFileName,
# po.onlineFriendshipXMLFile,
# po.onlineFriendshipTTLFile,
# po.friendshipXMLFileName,
# po.friendshipTTLFileName,
# po.numberOfFriends,
# po.numberOfFriendships,
po.friendshipsAnonymized
] # + [po.frienshipParticipantAttribute]*len(self.friendsvars)
)
self.ffile = "base/"+self.filename_friendships
self.frdf = self.snapshotid+"Friendship.rdf"
self.fttl = self.snapshotid+"Friendship.ttl"
foo["vals"].extend([
# self.online_prefix+self.ffile,
# self.ffile,
# self.online_prefix+self.frdf,
# self.online_prefix+self.fttl,
# self.frdf,
# self.fttl,
# self.nfriends,
# self.nfriendships,
self.friendships_anonymized
] # +list(self.friendsvars)
)
if self.isinteraction:
foo["uris"].extend([
# po.onlineOriginalInteractionFile,
# po.originalInteractionFileName,
# po.onlineInteractionXMLFile,
# po.onlineInteractionTTLFile,
# po.interactionXMLFileName,
# po.interactionTTLFileName,
# po.numberOfInteractedParticipants,
# po.numberOfInteractions,
po.interactionsAnonymized
])
# + [po.interactionParticipantAttribute]*len(
# self.interactionsvars)
self.ifile = "base/"+self.filename_interactions
self.irdf = irdf = self.snapshotid+"Interaction.rdf"
self.ittl = ittl = self.snapshotid+"Interaction.ttl"
foo["vals"].extend([
# self.ifile,
# self.online_prefix+self.ifile,
# self.online_prefix+irdf,
# self.online_prefix+ittl,
# irdf,
# ittl,
# self.ninteractions,
# self.ninteracted,
self.interactions_anonymized,
] # +list(self.interactionsvars)
)
if self.hastext:
foo["uris"].extend([
# po.onlineOriginalPostsFile,
# po.originalPostsFileName,
# po.onlinePostsXMLFile,
# po.onlinePostsTTLFile,
# po.postsXMLFileName,
# po.postsTTLFileName,
# po.numberOfPosts,
# po.numberOfChars,
# po.meanChars,
# po.deviationChars,
# po.numberOfTokens,
# po.meanTokens,
# po.deviationTokens,
] # + [po.postAttribute]*len(self.postsvars)
)
self.pfile = "base/"+self.filename_posts
self.prdf = self.snapshotid+"Post.rdf"
self.pttl = self.snapshotid+"Post.ttl"
foo["vals"].extend([
# self.online_prefix+self.pfile,
# self.pfile,
# self.online_prefix+self.prdf,
# self.online_prefix+self.pttl,
# self.prdf,
# self.pttl,
# self.nposts,
# int(self.totalchars),
# self.mcharsposts,
# self.dcharsposts,
# int(self.totaltokens),
# self.mtokensposts,
# self.dtokensposts,
] # +list(self.postsvars)
)
foo["uris"].extend([
a,
po.snapshotID,
po.isGroup,
po.isEgo,
po.isFriendship,
po.isInteraction,
# po.hasText,
po.isPost,
po.dateObtained,
po.name,
]
)
# self.isego = bool(P.get(r.URIRef(self.snapshoturi), a, po.EgoSnapshot))
# self.isgroup = bool(P.get(r.URIRef(self.snapshoturi), a, po.GroupSnapshot))
self.isego = P.get(r.URIRef(self.snapshoturi), po.isEgo)[2].toPython()
self.isgroup = P.get(r.URIRef(self.snapshoturi), po.isGroup)[2].toPython()
date_obtained = P.get(r.URIRef(self.snapshoturi), po.dateObtained)[2].toPython()
assert isinstance(date_obtained, datetime.date)
name = P.get(r.URIRef(self.snapshoturi), po.name, None, context=self.social_graph)[2]
foo["vals"].extend([po.Snapshot, self.snapshotid,
self.isgroup, self.isego, self.isfriendship,
self.isinteraction, self.hastext, date_obtained, name]) # , self.hastext])
numericID = P.get(r.URIRef(self.snapshoturi), po.numericID, None, context=self.social_graph)
if numericID:
foo['uris'].append(po.numericID)
foo['vals'].append(numericID[2])
stringID = P.get(r.URIRef(self.snapshoturi), po.stringID, None, context=self.social_graph)
if stringID:
foo['uris'].append(po.stringID)
foo['vals'].append(stringID[2])
url = P.get(r.URIRef(self.snapshoturi), po.url, None, context=self.social_graph)
if url:
foo['uris'].append(po.url)
foo['vals'].append(url[2])
self.mrdf = self.snapshotid+"Meta.rdf"
self.mttl = self.snapshotid+"Meta.ttl"
self.desc = "facebook network with snapshotID: {}\nsnapshotURI: \
{} \nisEgo: {}. isGroup: {}.".format(
self.snapshotid, self.snapshoturi, self.isego, self.isgroup)
self.desc += "\nisFriendship: {}".format(self.isfriendship)
# if self.isfriendship:
# self.desc += "; numberOfFriends: {}; numberOfFrienships: {}.".format(
# self.nfriends, self.nfriendships)
self.desc += "\nisInteraction: {}".format(self.isinteraction)
# if self.isinteraction:
# self.desc += "; numberOfInteracted: {}; numberOfInteractions: {}.".format(
# self.ninteracted, self.ninteractions)
self.desc += "\nisPost: {} (has text)".format(
self.hastext)
# if self.hastext:
# self.desc += ";\nmeanChars: {}; deviationChars: {}; \
# totalChars: {}; \nmeanTokens: {}; \
# deviationTokens: {}; totalTokens: {}".format(
# self.nposts,
# self.mcharsposts, self.dcharsposts, self.totalchars,
# self.mtokensposts, self.dtokensposts, self.totaltokens,
# )
P.rdf.triplesScaffolding(self.snapshoturi, [
po.triplifiedIn,
# po.triplifiedBy,
# po.donatedBy,
# po.availableAt,
# po.onlineMetaXMLFile,
# po.onlineMetaTTLFile,
# po.metaXMLFileName,
# po.metaTTLFileName,
po.acquiredThrough,
po.socialProtocol,
# po.socialProtocolTag,
# po.socialProtocol,
po.comment,
]+foo["uris"],
[
datetime.datetime.now(),
# "scripts/",
# self.snapshotid[:-4],
# self.online_prefix,
# self.online_prefix+self.mrdf,
# self.online_prefix+self.mttl,
# self.mrdf,
# self.mttl,
"Netvizz",
"Facebook",
# "Facebook",
# P.rdf.ic(po.Platform, "Facebook", self.meta_graph, self.snapshoturi),
self.desc,
]+foo["vals"],
self.meta_graph)
def makeMetadata(self):
if self.isfriendship and self.groupid and self.groupid2 and (self.groupid!=self.groupid2):
raise ValueError("Group IDS are different")
# put all triples from social_facebook to self.meta_graph
#g1=P.context("social_facebook")
#g2=P.context(self.meta_graph)
#for subject, predicate, object_ in g1.triples((self.snapshoturi))
triples=P.get(self.snapshoturi,None,None,"social_facebook")
for rawfile in P.get(self.snapshoturi,po.rawFile,None,"social_facebook",strict=True,minimized=True):
triples+=P.get(rawfile,None,None,"social_facebook")
P.add(triples,context=self.meta_graph)
foo={"uris":[],"vals":[]}
if self.isfriendship:
foo["uris"]+=[
po.onlineOriginalFriendshipFile,
po.originalFriendshipFileName,
po.onlineFriendshipXMLFile,
po.onlineFriendshipTTLFile,
po.friendshipXMLFileName,
po.friendshipTTLFileName,
po.nFriends,
po.nFriendships,
po.friendshipsAnonymized
]+\
[po.frienshipParticipantAttribute]*len(self.friendsvars)
self.ffile="base/"+self.filename_friendships
self.frdf=self.snapshotid+"Friendship.rdf"
self.fttl=self.snapshotid+"Friendship.ttl"
foo["vals"]+=[
self.online_prefix+self.ffile,
self.ffile,
self.online_prefix+self.frdf,
self.online_prefix+self.fttl,
self.frdf,
self.fttl,
self.nfriends,
self.nfriendships,
self.friendships_anonymized
]+list(self.friendsvars)
if self.isinteraction:
foo["uris"]+=[
po.onlineOriginalInteractionFile,
po.originalInteractionFileName,
po.onlineInteractionXMLFile,
po.onlineInteractionTTLFile,
po.interactionXMLFileName,
po.interactionTTLFileName,
po.nInteracted,
po.nInteractions,
po.interactionsAnonymized
]+\
[po.interactionParticipantAttribute]*len(self.interactionsvars)
self.ifile="base/"+self.filename_interactions
self.irdf=irdf=self.snapshotid+"Interaction.rdf"
self.ittl=ittl=self.snapshotid+"Interaction.ttl"
foo["vals"]+=[
self.ifile,
self.online_prefix+self.ifile,
self.online_prefix+irdf,
self.online_prefix+ittl,
irdf,
ittl,
self.ninteractions,
self.ninteracted,
self.interactions_anonymized,
]+list(self.interactionsvars)
if self.hastext:
foo["uris"]+=[
po.onlineOriginalPostsFile,
po.originalPostsFileName,
po.onlinePostsXMLFile,
po.onlinePostsTTLFile,
po.postsXMLFileName,
po.postsTTLFileName,
po.nPosts,
po.nCharsOverall,
po.mCharsOverall,
po.dCharsOverall,
po.nTokensOverall,
po.mTokensOverall,
po.dTokensOverall,
]+\
[po.postAttribute]*len(self.postsvars)
self.pfile="base/"+self.filename_posts
self.prdf=self.snapshotid+"Post.rdf"
self.pttl=self.snapshotid+"Post.ttl"
foo["vals"]+=[
self.online_prefix+self.pfile,
self.pfile,
self.online_prefix+self.prdf,
self.online_prefix+self.pttl,
self.prdf,
self.pttl,
self.nposts,
int(self.totalchars),
self.mcharsposts,
self.dcharsposts,
int(self.totaltokens),
self.mtokensposts,
self.dtokensposts,
]+list(self.postsvars)
foo["uris"]+=[
po.isGroup,
po.isEgo,
po.isFriendship,
po.isInteraction,
po.hasText,
po.isPost,
]
self.isego= bool(P.get(r.URIRef(self.snapshoturi),a,po.EgoSnapshot ))
self.isgroup=bool(P.get(r.URIRef(self.snapshoturi),a,po.GroupSnapshot))
foo["vals"]+=[self.isgroup,self.isego,self.isfriendship,self.isinteraction,self.hastext,self.hastext]
self.mrdf=self.snapshotid+"Meta.rdf"
self.mttl=self.snapshotid+"Meta.ttl"
self.desc="facebook network with snapshotID: {}\nsnapshotURI: {} \nisEgo: {}. isGroup: {}.".format(
self.snapshotid,self.snapshoturi,self.isego,self.isgroup,)
self.desc+="\nisFriendship: {}".format(self.isfriendship)
if self.isfriendship:
self.desc+="; nFriends: {}; nFrienships: {}.".format(self.nfriends,self.nfriendships,)
self.desc+="\nisInteraction: {}".format(self.isinteraction)
if self.isinteraction:
self.desc+="; nInteracted: {}; nInteractions: {}.".format(self.ninteracted,self.ninteractions,)
self.desc+="\nisPost: {} (alias hasText: {})".format(self.hastext,self.hastext)
if self.hastext:
self.desc+=";\nmCharsPostsOverall: {}; dCharsPostsOverall: {}; totalCharsOverall: {}; \
\nmTokensPostsOverall: {}; dTokensPostsOverall: {}; totalTokensOverall: {}".format(
self.nposts,
self.mcharsposts,self.dcharsposts,self.totalchars,
self.mtokensposts,self.dtokensposts,self.totaltokens,
)
P.rdf.triplesScaffolding(self.snapshoturi,[
po.triplifiedIn,
po.triplifiedBy,
po.donatedBy,
po.availableAt,
po.onlineMetaXMLFile,
po.onlineMetaTTLFile,
po.metaXMLFileName,
po.metaTTLFileName,
po.acquiredThrough,
po.socialProtocolTag,
po.socialProtocol,
NS.rdfs.comment,
]+foo["uris"],
[
datetime.datetime.now(),
"scripts/",
self.snapshotid[:-4],
self.online_prefix,
self.online_prefix+self.mrdf,
self.online_prefix+self.mttl,
self.mrdf,
self.mttl,
"Netvizz",
"Facebook",
P.rdf.ic(po.Platform,"Facebook",self.meta_graph,self.snapshoturi),
self.desc,
]+foo["vals"],
self.meta_graph)
def makeMetadata(self):
triples = P.get(self.snapshoturi, None, None, self.social_graph)
for rawfile in P.get(self.snapshoturi,
po.rawFile,
None,
self.social_graph,
strict=True,
minimized=True):
triples += P.get(rawfile, None, None, self.social_graph)
P.add(triples, context=self.meta_graph)
self.totalchars = sum(self.nchars_all)
self.mcharsmessages = n.mean(self.nchars_all)
self.dcharsmessages = n.std(self.nchars_all)
self.totaltokens = sum(self.ntokens_all)
self.mtokensmessages = n.mean(self.ntokens_all)
self.dtokensmessages = n.std(self.ntokens_all)
self.totalsentences = sum(self.nsentences_all)
self.msentencesmessages = n.mean(self.nsentences_all)
self.dsentencesmessages = n.std(self.nsentences_all)
self.nparticipants = len(self.NICKS)
self.nmessages = len(self.messageids)
self.ntriples = len(P.context(self.irc_graph))
triples = [
(self.snapshoturi, po.nParticipants, self.nparticipants),
(self.snapshoturi, po.nMessages, self.nmessages),
(self.snapshoturi, po.nDirectMessages, self.ndirect),
(self.snapshoturi, po.nUserMentions, self.nmention),
(self.snapshoturi, po.nCharsOverall, self.totalchars),
(self.snapshoturi, po.mCharsOverall, self.mcharsmessages),
(self.snapshoturi, po.dCharsOverall, self.dcharsmessages),
(self.snapshoturi, po.nTokensOverall, self.totaltokens),
(self.snapshoturi, po.mTokensOverall, self.mtokensmessages),
(self.snapshoturi, po.dTokensOverall, self.dtokensmessages),
(self.snapshoturi, po.nSentencesOverall, self.totalsentences),
(self.snapshoturi, po.mSentencesOverall, self.msentencesmessages),
(self.snapshoturi, po.dSentencesOverall, self.dsentencesmessages),
]
P.add(triples, context=self.meta_graph)
P.rdf.triplesScaffolding(self.snapshoturi,
[po.ircParticipantAttribute] *
len(self.participantvars),
self.participantvars,
context=self.meta_graph)
P.rdf.triplesScaffolding(self.snapshoturi,
[po.logXMLFilename] * len(self.log_xml) +
[po.logTTLFilename] * len(self.log_ttl),
self.log_xml + self.log_ttl,
context=self.meta_graph)
P.rdf.triplesScaffolding(
self.snapshoturi, [po.onlineLogXMLFile] * len(self.log_xml) +
[po.onlineLogTTLFile] * len(self.log_ttl),
[self.online_prefix + i for i in self.log_xml + self.log_ttl],
context=self.meta_graph)
self.mrdf = self.snapshotid + "Meta.rdf"
self.mttl = self.snapshotid + "Meta.ttl"
self.desc = "irc dataset with snapshotID: {}\nsnapshotURI: {} \nisEgo: {}. isGroup: {}.".format(
self.snapshotid,
self.snapshoturi,
self.isego,
self.isgroup,
)
self.desc += "\nisFriendship: {}; ".format(self.isfriendship)
self.desc += "isInteraction: {}.".format(self.isinteraction)
self.desc += "\nnParticipants: {}; nInteractions: {} (directed messages+user mentions).".format(
self.nparticipants, self.ndirect + self.nmention)
self.desc += "\nisPost: {} (alias hasText: {})".format(
self.hastext, self.hastext)
self.desc += "\nnMessages: {}; ".format(self.nmessages)
self.desc += "nDirectedMessages: {}; nUserMentions: {};".format(
self.ndirect, self.nmention)
self.desc += "\nnCharsOverall: {}; mCharsOverall: {}; dCharsOverall: {}.".format(
self.totalchars, self.mcharsmessages, self.dcharsmessages)
self.desc += "\nnTokensOverall: {}; mTokensOverall: {}; dTokensOverall: {};".format(
self.totaltokens, self.mtokensmessages, self.dtokensmessages)
self.desc += "\nnSentencesOverall: {}; mSentencesOverall: {}; dSentencesOverall: {};".format(
self.totalsentences, self.msentencesmessages,
self.dsentencesmessages)
self.desc += "\nnURLs: {}; nAAMessages {}.".format(
self.nurls, self.naamessages)
triples = [
(self.snapshoturi, po.triplifiedIn, datetime.datetime.now()),
(self.snapshoturi, po.triplifiedBy, "scripts/"),
(self.snapshoturi, po.donatedBy, self.snapshotid[:-4]),
(self.snapshoturi, po.availableAt, self.online_prefix),
(self.snapshoturi, po.onlineMetaXMLFile,
self.online_prefix + self.mrdf),
(self.snapshoturi, po.onlineMetaTTLFile,
self.online_prefix + self.mttl),
(self.snapshoturi, po.metaXMLFileName, self.mrdf),
(self.snapshoturi, po.metaTTLFileName, self.mttl),
(self.snapshoturi, po.totalXMLFileSizeMB, sum(self.size_xml)),
(self.snapshoturi, po.totalTTLFileSizeMB, sum(self.size_ttl)),
(self.snapshoturi, po.acquiredThrough, "channel text log"),
(self.snapshoturi, po.socialProtocolTag, "IRC"),
(self.snapshoturi, po.socialProtocol,
P.rdf.ic(po.Platform, "IRC", self.meta_graph, self.snapshoturi)),
(self.snapshoturi, po.nTriples, self.ntriples),
(self.snapshoturi, NS.rdfs.comment, self.desc),
]
P.add(triples, self.meta_graph)
def makeMetadata(self):
triples = P.get(self.snapshoturi, None, None, self.social_graph)
for rawfile in P.get(self.snapshoturi,
po.rawFile,
None,
self.social_graph,
strict=True,
minimized=True):
triples += P.get(rawfile, None, None, self.social_graph)
self.totalchars = sum(self.nchars_all)
self.mcharstweets = n.mean(self.nchars_all)
self.dcharstweets = n.std(self.nchars_all)
self.totaltokens = sum(self.ntokens_all)
self.mtokenstweets = n.mean(self.ntokens_all)
self.dtokenstweets = n.std(self.ntokens_all)
P.add(triples, context=self.meta_graph)
triples = [
(self.snapshoturi, po.nParticipants, self.nparticipants),
(self.snapshoturi, po.nTweets, self.ntweets),
(self.snapshoturi, po.nReplies, self.nreplies),
(self.snapshoturi, po.nRetweets, self.nretweets),
(self.snapshoturi, po.nCharsOverall, self.totalchars),
(self.snapshoturi, po.mCharsOverall, self.mcharstweets),
(self.snapshoturi, po.dCharsOverall, self.dcharstweets),
(self.snapshoturi, po.nTokensOverall, self.totaltokens),
(self.snapshoturi, po.mTokensOverall, self.mtokenstweets),
(self.snapshoturi, po.dTokensOverall, self.dtokenstweets),
]
P.add(triples, context=self.meta_graph)
P.rdf.triplesScaffolding(self.snapshoturi,
[po.tweetParticipantAttribute] *
len(self.participantvars),
self.participantvars,
context=self.meta_graph)
P.rdf.triplesScaffolding(self.snapshoturi,
[po.tweetXMLFilename] * len(self.tweet_rdf) +
[po.tweetTTLFilename] * len(self.tweet_ttl),
self.tweet_rdf + self.tweet_ttl,
context=self.meta_graph)
P.rdf.triplesScaffolding(
self.snapshoturi, [po.onlineTweetXMLFile] * len(self.tweet_rdf) +
[po.onlineTweetTTLFile] * len(self.tweet_ttl),
[self.online_prefix + i for i in self.tweet_rdf + self.tweet_ttl],
context=self.meta_graph)
self.mrdf = self.snapshotid + "Meta.rdf"
self.mttl = self.snapshotid + "Meta.ttl"
self.desc = "twitter dataset with snapshotID: {}\nsnapshotURI: {} \nisEgo: {}. isGroup: {}.".format(
self.snapshotid,
self.snapshoturi,
self.isego,
self.isgroup,
)
self.desc += "\nisFriendship: {}; ".format(self.isfriendship)
self.desc += "isInteraction: {}.".format(self.isinteraction)
self.desc += "\nnParticipants: {}; nInteractions: {} (replies+retweets+user mentions).".format(
self.nparticipants,
self.nreplies + self.nretweets + self.nuser_mentions,
)
self.desc += "\nisPost: {} (alias hasText: {})".format(
self.hastext, self.hastext)
self.desc += "\nnTweets: {}; ".format(self.ntweets)
self.desc += "nReplies: {}; nRetweets: {}; nUserMentions: {}.".format(
self.nreplies, self.nretweets, self.nuser_mentions)
self.desc += "\nnTokens: {}; mTokens: {}; dTokens: {};".format(
self.totaltokens, self.mtokenstweets, self.dtokenstweets)
self.desc += "\nnChars: {}; mChars: {}; dChars: {}.".format(
self.totalchars, self.mcharstweets, self.dcharstweets)
self.desc += "\nnHashtags: {}; nMedia: {}; nLinks: {}.".format(
self.nhashtags, self.nmedia, self.nlinks)
triples = [
(self.snapshoturi, po.triplifiedIn, datetime.datetime.now()),
(self.snapshoturi, po.triplifiedBy, "scripts/"),
(self.snapshoturi, po.donatedBy, self.snapshotid[:-4]),
(self.snapshoturi, po.availableAt, self.online_prefix),
(self.snapshoturi, po.onlineMetaXMLFile,
self.online_prefix + self.mrdf),
(self.snapshoturi, po.onlineMetaTTLFile,
self.online_prefix + self.mttl),
(self.snapshoturi, po.metaXMLFileName, self.mrdf),
(self.snapshoturi, po.metaTTLFileName, self.mttl),
(self.snapshoturi, po.totalXMLFileSizeMB, sum(self.size_rdf)),
(self.snapshoturi, po.totalTTLFileSizeMB, sum(self.size_ttl)),
(self.snapshoturi, po.acquiredThrough, "Twitter APIs"),
(self.snapshoturi, po.socialProtocolTag, "Twitter"),
(self.snapshoturi, po.socialProtocol,
P.rdf.ic(po.Platform, "Twitter", self.meta_graph,
self.snapshoturi)),
(self.snapshoturi, po.nTriples, self.ntriples),
(self.snapshoturi, NS.rdfs.comment, self.desc),
]
P.add(triples, self.meta_graph)
def writeAllFB(self):
c("started rendering of the snapshot publication. snapshotID:",self.snapshotid)
self.final_path_="{}{}/".format(self.final_path,self.snapshotid)
if not os.path.isdir(self.final_path_):
os.mkdir(self.final_path_)
#fnet,inet,mnet
triples=[]
if self.isfriendship:
g=P.context(self.friendship_graph)
g.namespace_manager.bind("po",po)
g.serialize(self.final_path_+self.snapshotid+"Friendship.ttl","turtle"); c("ttl")
g.serialize(self.final_path_+self.snapshotid+"Friendship.rdf","xml")
c("serialized friendships")
# get filesize and ntriples
filesizerdf=os.path.getsize(self.final_path_+self.snapshotid+"Friendship.rdf")/(10**6)
filesizettl=os.path.getsize(self.final_path_+self.snapshotid+"Friendship.ttl")/(10**6)
ntriples=len(g)
triples+=[
(self.snapshoturi,po.friendshipXMLFileSizeMB,filesizerdf),
(self.snapshoturi,po.friendshipTTLFileSizeMB,filesizettl),
(self.snapshoturi,po.nFriendshipTriples,ntriples),
]
if self.isinteraction:
g=P.context(self.interaction_graph)
g.namespace_manager.bind("po",po)
g.serialize(self.final_path_+self.snapshotid+"Interaction.ttl","turtle"); c("ttl")
g.serialize(self.final_path_+self.snapshotid+"Interaction.rdf","xml")
c("serialized interaction")
filesizerdf=os.path.getsize(self.final_path_+self.snapshotid+"Interaction.rdf")/(10**6)
filesizettl=os.path.getsize(self.final_path_+self.snapshotid+"Interaction.ttl")/(10**6)
ntriples=len(g)
triples+=[
(self.snapshoturi,po.interactionXMLFileSizeMB,filesizerdf),
(self.snapshoturi,po.interactionTTLFileSizeMB,filesizettl),
(self.snapshoturi,po.nInteractionTriples,ntriples),
]
if self.hastext:
g=P.context(self.posts_graph)
g.namespace_manager.bind("po",po)
g.serialize(self.final_path_+self.snapshotid+"Posts.ttl","turtle"); c("ttl")
g.serialize(self.final_path_+self.snapshotid+"Posts.rdf","xml")
c("serialized posts")
filesizerdf=os.path.getsize(self.final_path_+self.snapshotid+"Posts.rdf")/(10**6)
filesizettl=os.path.getsize(self.final_path_+self.snapshotid+"Posts.ttl")/(10**6)
ntriples=len(g)
triples+=[
(self.snapshoturi,po.postsXMLFileSizeMB,filesizerdf),
(self.snapshoturi,po.postsTTLFileSizeMB,filesizettl),
(self.snapshoturi,po.nPostsTriples,ntriples) ,
]
g=P.context(self.meta_graph)
ntriples=len(g)
triples+=[
(self.snapshoturi,po.nMetaTriples,ntriples) ,
]
P.add(triples,context=self.meta_graph)
g.namespace_manager.bind("po",po)
g.serialize(self.final_path_+self.snapshotid+"Meta.ttl","turtle"); c("ttl")
g.serialize(self.final_path_+self.snapshotid+"Meta.rdf","xml")
c("serialized meta")
# copia o script que gera este codigo
if not os.path.isdir(self.final_path_+"scripts"):
os.mkdir(self.final_path_+"scripts")
shutil.copy(S.PACKAGEDIR+"/../tests/triplify.py",self.final_path_+"scripts/triplify.py")
# copia do base data
if not os.path.isdir(self.final_path_+"base"):
os.mkdir(self.final_path_+"base")
originals=""
if self.isfriendship:
shutil.copy(self.data_path+self.filename_friendships,self.final_path_+"base/")
originals+="base/{}".format(self.filename_friendships)
tfriendship="""\n\n{nf} individuals with metadata {fvars}
and {nfs} friendships constitute the friendship network in the RDF/XML file:
{frdf} \nor in the Turtle file: \n{fttl}
(anonymized: {fan}).""".format(
nf=self.nfriends,fvars=str(self.friendsvars),
nfs=self.nfriendships,
frdf=self.frdf,fttl=self.fttl,
fan=self.friendships_anonymized,
)
else:
tfriendship=""
if self.isinteraction:
shutil.copy(self.data_path+self.filename_interactions,self.final_path_+"base/")
tinteraction="""\n\n{} individuals with metadata {}
and {} interactions with metadata {} constitute the interaction
network in the RDF/XML file:
{}
or in the Turtle file:
{}
(anonymized: {}).""".format( self.ninteracted,str(self.varsfriendsinteraction),
self.ninteractions,str(self.interactionsvars),
self.irdf,
self.ittl,
self.interactions_anonymized)
originals+="\nbase/{}".format(self.filename_interactions)
else:
tinteraction=""
if self.hastext:
shutil.copy(self.data_path+self.filename_posts,self.final_path_+"base/")
tposts="""\n\n{} posts with {:.3f} characters in average (std: {:.3f}) and total chars in snapshot: {}
{:.3f} tokens in average (std: {:.3f}) and total tokens in snapshot: {}
posts data in the RDF/XML file:
{}
or in the Turtle file:
{}""".format( self.nposts,self.mcharsposts,self.dcharsposts,self.totalchars,
self.mtokensposts,self.dtokensposts,self.totaltokens,
self.prdf,
self.pttl)
originals+="\nbase/{}".format(self.filename_posts)
else:
tposts=""
# P.rdf.writeAll(mnet,aname+"Meta",fpath_,1)
# faz um README
datetime_string=P.get(r.URIRef(self.snapshoturi),po.dateObtained,None,context="social_facebook")[2]
# if not os.path.isdir(self.final_path+"base"):
# os.mkdir(self.final_path+"base")
with open(self.final_path_+"README","w") as f:
f.write("""::: Open Linked Social Data publication
\nThis repository is a RDF data expression of the facebook
snapshot {snapid} collected around {date}.{tfriendship}{tinteraction}{tposts}
\nMetadata for discovery in the RDF/XML file:
{mrdf} \nor in the Turtle file:\n{mttl}
\nOriginal file(s):
{origs}
\nEgo network: {ise}
Group network: {isg}
Friendship network: {isf}
Interaction network: {isi}
Has text/posts: {ist}
\nAll files should be available at the git repository:
{ava}
\n{desc}
The script that rendered this data publication is on the script/ directory.\n:::""".format(
snapid=self.snapshotid,date=datetime_string,
tfriendship=tfriendship,
tinteraction=tinteraction,
tposts=tposts,
mrdf=self.mrdf,
mttl=self.mttl,
origs=originals,
ise=self.isego,
isg=self.isgroup,
isf=self.isfriendship,
isi=self.isinteraction,
ist=self.hastext,
ava=self.online_prefix,
desc=self.desc
))
def makeMetadata(self):
self.makePostsTriples()
# get participant and message vars from snapshot through queries
self.participantvars = P.get("""SELECT DISTINCT ?p WHERE { GRAPH <%s> {
?fooparticipant po:snapshot <%s> .
?fooparticipant a po:Participant .
?fooparticipant ?p ?fooobject . } } """ % (
self.translation_graph, self.snapshoturi))
P.rdf.triplesScaffolding(
self.snapshoturi,
[po.ParticipantAttribute]*len(self.participantvars),
self.participantvars, context=self.meta_graph)
self.messagevars = P.get("""SELECT DISTINCT ?p WHERE { GRAPH <%s> {
?foomessage po:snapshot <%s> .
?foomessage a po:Message .
?foomessage ?p ?fooobject . } } """ % (
self.translation_graph, self.snapshoturi))
P.rdf.triplesScaffolding(
self.snapshoturi,
[po.MessageAttribute]*len(self.messagevars),
self.messagevars, context=self.meta_graph)
self.mrdf = self.snapshotid+"Meta.rdf"
self.mttl = self.snapshotid+"Meta.ttl"
self.desc = "dataset with snapshotID:\
{}\nsnapshotURI: {} \nisEgo: {}. isGroup: {}.".format(
self.snapshotid, self.snapshoturi, self.isego, self.isgroup)
self.desc += "\nisFriendship: {}; ".format(self.isfriendship)
self.desc += "isInteraction: {}.".format(self.isinteraction)
self.desc += "\nhasText: {}".format(self.hastext)
self.nchecks = P.get(r"SELECT (COUNT(?checker) as ?cs) WHERE { \
?foosession po:checkParticipant ?checker}",
context=self.translation_graph)
self.desc += "\nnParticipants: {}; nInteractions: {} \
(only session checks in first aa).".format(
self.nparticipants, self.nchecks)
self.desc += "\nnMessages: {}; ".format(self.nmessages)
self.desc += "\nnCharsOverall: {}; mCharsOverall: {};\
dCharsOverall: {}.".format(self.totalchars, self.mchars_messages,
self.dchars_messages)
self.desc += "\nnTokensOverall: {}; mTokensOverall: {};\
dTokensOverall: {};".format(self.totaltokens, self.mtokens_messages,
self.dtokens_messages)
self.desc += "\nnSentencesOverall: {}; mSentencesOverall: {};\
dSentencesOverall: {};".format(
self.totalsentences, self.msentences_messages,
self.dsentences_messages)
self.desc += "\nnURLs: {}; nAAMessages {}.".format(
self.nurls, self.nmessages)
self.dates = P.get(r"SELECT ?date WHERE { GRAPH <%s> {\
?fooshout po:createdAt ?date } " % (
self.translation_graph,))
self.desc += "\nReference timespan: {} to {}".format(
min(dates), max(dates))
self.desc += """\nRDF expression in the XML file(s):
{}
and the Turtle file(s):
{}
(anonymized: {}).""".format(self.translation_xml, self.translation_ttl,
self.anonymized)
self.desc += """\nMetadata of this snapshot in the XML file(s):
{}
and the Turtle file(s):
{}.""".format(self.meta_xml, self.meta_ttl)
self.desc += """\nFiles should be available in: \n{}""".format()
self.desc += "\n\nNote: numeric variables starting with n area \
countings, with m are means and d are standard deviations."
if isinstance(self.translation_xml, list):
P.rdf.triplesScaffolding(
self.snapshoturi,
[po.translationXMLFilename]*len(self.translation_xml) +
[po.translationTTLFilename]*len(self.translation_ttl),
self.translation_xml+self.translation_ttl,
context=self.meta_graph)
P.rdf.triplesScaffolding(
self.snapshoturi,
[po.onlineTranslationXMLFileURI]*len(self.translation_xml) +
[po.onlineTranslationTTLFileURI]*len(self.translation_ttl),
[self.online_prefix+i for i in
self.translation_xml+self.translation_ttl],
context=self.meta_graph)
triples = [
(self.snapshoturi, po.translationXMLFilesize,
self.translation_size_xml),
(self.snapshoturi, po.translationTTLFilesize,
self.translation_size_ttl),
]
else:
triples = [
(self.snapshoturi, po.translationXMLFilename,
self.translation_xml),
(self.snapshoturi, po.translationXMLFilesize,
self.translation_size_xml),
(self.snapshoturi, po.translationTTLFilename,
self.translation_ttl),
(self.snapshoturi, po.translationTTLFilesize,
self.translation_size_ttl),
]
P.add(triples,self.meta_graph)
triples=[
(self.snapshoturi, po.triplifiedIn, datetime.datetime.now()),
(self.snapshoturi, po.triplifiedBy, "scripts/"),
# (self.snapshoturi, po.donatedBy, self.snapshotid[:-4]),
(self.snapshoturi, po.availableAt, self.online_prefix),
(self.snapshoturi, po.onlineMetaXMLFile, self.online_prefix+self.mrdf),
(self.snapshoturi, po.onlineMetaTTLFile, self.online_prefix+self.mttl),
(self.snapshoturi, po.metaXMLFileName, self.mrdf),
(self.snapshoturi, po.metaTTLFileName, self.mttl),
# (self.snapshoturi, po.acquiredThrough, "aa shouts in "+self.snapshotid),
(self.snapshoturi, po.socialProtocolTag, self.social_protocol), # AA, fb, etc
(self.snapshoturi, po.socialProtocol, P.rdf.ic(po.Platform,self.social_protocol,self.meta_graph,self.snapshoturi)),
(self.snapshoturi, po.nTriples, self.ntranslation_triples),
(self.snapshoturi, NS.rdfs.comment, self.desc),
]
P.add(triples,self.meta_graph)
def writeAllFB(self):
c("started rendering of the snapshot publication. snapshotID:",
self.snapshotid)
self.final_path_ = "{}{}/".format(self.final_path, self.snapshotid)
if not os.path.isdir(self.final_path_):
os.mkdir(self.final_path_)
#fnet,inet,mnet
triples = []
if self.isfriendship:
g = P.context(self.friendship_graph)
g.namespace_manager.bind("po", po)
g.serialize(self.final_path_ + self.snapshotid + "Friendship.ttl",
"turtle")
c("ttl")
g.serialize(self.final_path_ + self.snapshotid + "Friendship.rdf",
"xml")
c("serialized friendships")
# get filesize and ntriples
filesizerdf = os.path.getsize(self.final_path_ + self.snapshotid +
"Friendship.rdf") / (10**6)
filesizettl = os.path.getsize(self.final_path_ + self.snapshotid +
"Friendship.ttl") / (10**6)
ntriples = len(g)
triples += [
(self.snapshoturi, po.friendshipXMLFileSizeMB, filesizerdf),
(self.snapshoturi, po.friendshipTTLFileSizeMB, filesizettl),
(self.snapshoturi, po.nFriendshipTriples, ntriples),
]
if self.isinteraction:
g = P.context(self.interaction_graph)
g.namespace_manager.bind("po", po)
g.serialize(self.final_path_ + self.snapshotid + "Interaction.ttl",
"turtle")
c("ttl")
g.serialize(self.final_path_ + self.snapshotid + "Interaction.rdf",
"xml")
c("serialized interaction")
filesizerdf = os.path.getsize(self.final_path_ + self.snapshotid +
"Interaction.rdf") / (10**6)
filesizettl = os.path.getsize(self.final_path_ + self.snapshotid +
"Interaction.ttl") / (10**6)
ntriples = len(g)
triples += [
(self.snapshoturi, po.interactionXMLFileSizeMB, filesizerdf),
(self.snapshoturi, po.interactionTTLFileSizeMB, filesizettl),
(self.snapshoturi, po.nInteractionTriples, ntriples),
]
if self.hastext:
g = P.context(self.posts_graph)
g.namespace_manager.bind("po", po)
g.serialize(self.final_path_ + self.snapshotid + "Posts.ttl",
"turtle")
c("ttl")
g.serialize(self.final_path_ + self.snapshotid + "Posts.rdf",
"xml")
c("serialized posts")
filesizerdf = os.path.getsize(self.final_path_ + self.snapshotid +
"Posts.rdf") / (10**6)
filesizettl = os.path.getsize(self.final_path_ + self.snapshotid +
"Posts.ttl") / (10**6)
ntriples = len(g)
triples += [
(self.snapshoturi, po.postsXMLFileSizeMB, filesizerdf),
(self.snapshoturi, po.postsTTLFileSizeMB, filesizettl),
(self.snapshoturi, po.nPostsTriples, ntriples),
]
g = P.context(self.meta_graph)
ntriples = len(g)
triples += [
(self.snapshoturi, po.nMetaTriples, ntriples),
]
P.add(triples, context=self.meta_graph)
g.namespace_manager.bind("po", po)
g.serialize(self.final_path_ + self.snapshotid + "Meta.ttl", "turtle")
c("ttl")
g.serialize(self.final_path_ + self.snapshotid + "Meta.rdf", "xml")
c("serialized meta")
# copia o script que gera este codigo
if not os.path.isdir(self.final_path_ + "scripts"):
os.mkdir(self.final_path_ + "scripts")
shutil.copy(S.PACKAGEDIR + "/../tests/triplify.py",
self.final_path_ + "scripts/triplify.py")
# copia do base data
if not os.path.isdir(self.final_path_ + "base"):
os.mkdir(self.final_path_ + "base")
originals = ""
if self.isfriendship:
shutil.copy(self.data_path + self.filename_friendships,
self.final_path_ + "base/")
originals += "base/{}".format(self.filename_friendships)
tfriendship = """\n\n{nf} individuals with metadata {fvars}
and {nfs} friendships constitute the friendship network in the RDF/XML file:
{frdf} \nor in the Turtle file: \n{fttl}
(anonymized: {fan}).""".format(
nf=self.nfriends,
fvars=str(self.friendsvars),
nfs=self.nfriendships,
frdf=self.frdf,
fttl=self.fttl,
fan=self.friendships_anonymized,
)
else:
tfriendship = ""
if self.isinteraction:
shutil.copy(self.data_path + self.filename_interactions,
self.final_path_ + "base/")
tinteraction = """\n\n{} individuals with metadata {}
and {} interactions with metadata {} constitute the interaction
network in the RDF/XML file:
{}
or in the Turtle file:
{}
(anonymized: {}).""".format(self.ninteracted, str(self.varsfriendsinteraction),
self.ninteractions, str(self.interactionsvars),
self.irdf, self.ittl, self.interactions_anonymized)
originals += "\nbase/{}".format(self.filename_interactions)
else:
tinteraction = ""
if self.hastext:
shutil.copy(self.data_path + self.filename_posts,
self.final_path_ + "base/")
tposts = """\n\n{} posts with {:.3f} characters in average (std: {:.3f}) and total chars in snapshot: {}
{:.3f} tokens in average (std: {:.3f}) and total tokens in snapshot: {}
posts data in the RDF/XML file:
{}
or in the Turtle file:
{}""".format(self.nposts, self.mcharsposts, self.dcharsposts, self.totalchars,
self.mtokensposts, self.dtokensposts, self.totaltokens, self.prdf,
self.pttl)
originals += "\nbase/{}".format(self.filename_posts)
else:
tposts = ""
# P.rdf.writeAll(mnet,aname+"Meta",fpath_,1)
# faz um README
datetime_string = P.get(r.URIRef(self.snapshoturi),
po.dateObtained,
None,
context="social_facebook")[2]
# if not os.path.isdir(self.final_path+"base"):
# os.mkdir(self.final_path+"base")
with open(self.final_path_ + "README", "w") as f:
f.write("""::: Open Linked Social Data publication
\nThis repository is a RDF data expression of the facebook
snapshot {snapid} collected around {date}.{tfriendship}{tinteraction}{tposts}
\nMetadata for discovery in the RDF/XML file:
{mrdf} \nor in the Turtle file:\n{mttl}
\nOriginal file(s):
{origs}
\nEgo network: {ise}
Group network: {isg}
Friendship network: {isf}
Interaction network: {isi}
Has text/posts: {ist}
\nAll files should be available at the git repository:
{ava}
\n{desc}
The script that rendered this data publication is on the script/ directory.\n:::"""
.format(snapid=self.snapshotid,
date=datetime_string,
tfriendship=tfriendship,
tinteraction=tinteraction,
tposts=tposts,
mrdf=self.mrdf,
mttl=self.mttl,
origs=originals,
ise=self.isego,
isg=self.isgroup,
isf=self.isfriendship,
isi=self.isinteraction,
ist=self.hastext,
ava=self.online_prefix,
desc=self.desc))
def makeMetadata(self):
return
qtriples=[
("?fooshout",po.shoutText,"?text"),
]
self.totalchars=sum( self.size_chars_overall)
self.mchars_messages=n.mean( self.size_chars_overall)
self.dchars_messages=n.std( self.size_chars_overall)
self.totaltokens=sum( self.size_tokens_overall)
self.mtokens_messages=n.mean( self.size_tokens_overall)
self.dtokens_messages=n.std( self.size_tokens_overall)
self.totalsentences=sum( self.size_sentences_overall)
self.msentences_messages=n.mean(self.size_sentences_overall)
self.dsentences_messages=n.std( self.size_sentences_overall)
self.nmessages=P.get("SELECT (COUNT(?s) as ?s) WHERE { ?s a po:Shout }",context=self.translation_graph)
self.nparticipants=P.get("SELECT (COUNT(?s) as ?s) WHERE { ?s a po:Participant }",context=self.translation_graph)
self.nurls=P.get("SELECT (COUNT(?s) as ?s) WHERE { ?s po:hasUrl ?o }",context=self.translation_graph)
triples=[
(self.snapshoturi, po.nParticipants, self.nparticipants),
(self.snapshoturi, po.nMessages, self.nmessages),
(self.snapshoturi, po.nCharsOverall, self.totalchars),
(self.snapshoturi, po.mCharsOverall, self.mchars_messages),
(self.snapshoturi, po.dCharsOverall, self.dchars_messages),
(self.snapshoturi, po.nTokensOverall, self.totaltokens),
(self.snapshoturi, po.mTokensOverall, self.mtokens_messages),
(self.snapshoturi, po.dTokensOverall, self.dtokens_messages),
(self.snapshoturi, po.nSentencesOverall, self.totalsentences),
(self.snapshoturi, po.mSentencesOverall, self.msentences_messages),
(self.snapshoturi, po.dSentencesOverall, self.dsentences_messages),
]
P.add(triples,context=self.meta_graph)
P.rdf.triplesScaffolding(self.snapshoturi,
[po.ParticipantAttribute]*len(self.participantvars),
self.participantvars,context=self.meta_graph)
P.rdf.triplesScaffolding(self.snapshoturi,
[po.MessageAttribute]*len(self.messagevars),
self.messagevars,context=self.meta_graph)
P.rdf.triplesScaffolding(self.snapshoturi,
[po.shoutXMLFilename]*len(self.translation_xml)+[po.shoutTTLFilename]*len(self.translation_ttl),
self.translation_xml+self.translation_ttl,context=self.meta_graph)
P.rdf.triplesScaffolding(self.snapshoturi,
[po.onlineShoutXMLFile]*len(self.translation_xml)+[po.onlineShoutTTLFile]*len(self.translation_ttl),
[self.online_prefix+i for i in self.translation_xml+self.translation_ttl],context=self.meta_graph)
self.mrdf=self.snapshotid+"Meta.rdf"
self.mttl=self.snapshotid+"Meta.ttl"
self.desc="irc dataset with snapshotID: {}\nsnapshotURI: {} \nisEgo: {}. isGroup: {}.".format(
self.snapshotid,self.snapshoturi,self.isego,self.isgroup,)
self.desc+="\nisFriendship: {}; ".format(self.isfriendship)
self.desc+="isInteraction: {}.".format(self.isinteraction)
self.nchecks=P.get(r"SELECT (COUNT(?checker) as ?cs) WHERE { ?foosession po:checkParticipant ?checker}",context=self.translation_graph)
self.desc+="\nnParticipants: {}; nInteractions: {} (only session checks in first aa).".format(self.nparticipants,self.nchecks)
self.desc+="\nisPost: {} (alias hasText: {})".format(self.hastext,self.hastext)
self.desc+="\nnMessages: {}; ".format(self.nmessages)
self.desc+="\nnCharsOverall: {}; mCharsOverall: {}; dCharsOverall: {}.".format(self.totalchars, self.mchars_messages, self.dchars_messages)
self.desc+="\nnTokensOverall: {}; mTokensOverall: {}; dTokensOverall: {};".format(self.totaltokens, self.mtokens_messages, self.dtokens_messages)
self.desc+="\nnSentencesOverall: {}; mSentencesOverall: {}; dSentencesOverall: {};".format(self.totalsentences,self.msentences_messages, self.dsentences_messages)
self.desc+="\nnURLs: {}; nAAMessages {}.".format(self.nurls,self.nmessages)
triples=[
(self.snapshoturi, po.triplifiedIn, datetime.datetime.now()),
(self.snapshoturi, po.triplifiedBy, "scripts/"),
(self.snapshoturi, po.donatedBy, self.snapshotid[:-4]),
(self.snapshoturi, po.availableAt, self.online_prefix),
(self.snapshoturi, po.onlineMetaXMLFile, self.online_prefix+self.mrdf),
(self.snapshoturi, po.onlineMetaTTLFile, self.online_prefix+self.mttl),
(self.snapshoturi, po.metaXMLFileName, self.mrdf),
(self.snapshoturi, po.metaTTLFileName, self.mttl),
(self.snapshoturi, po.totalXMLFileSizeMB, self.size_xml),
(self.snapshoturi, po.totalTTLFileSizeMB, self.size_ttl),
(self.snapshoturi, po.acquiredThrough, "aa shouts in "+self.snapshotid),
(self.snapshoturi, po.socialProtocolTag, "AA"),
(self.snapshoturi, po.socialProtocol, P.rdf.ic(po.Platform,"IRC",self.meta_graph,self.snapshoturi)),
(self.snapshoturi, po.nTriples, self.ntranslation_triples),
(self.snapshoturi, NS.rdfs.comment, self.desc),
]
P.add(triples,self.meta_graph)
def writeAll(self):
g=P.context(self.meta_graph)
ntriples=len(g)
triples=[
(self.snapshoturi,po.nMetaTriples,ntriples) ,
]
P.add(triples,context=self.meta_graph)
g.namespace_manager.bind("po",po)
g.serialize(self.final_path_+self.snapshotid+"Meta.ttl","turtle"); c("ttl")
g.serialize(self.final_path_+self.snapshotid+"Meta.rdf","xml")
c("serialized meta")
if not os.path.isdir(self.final_path_+"scripts"):
os.mkdir(self.final_path_+"scripts")
shutil.copy(PACKAGEDIR+"/../tests/triplify.py",self.final_path_+"scripts/triplify.py")
# copia do base data
text="""structure in the RDF/XML file(s):
{}
and the Turtle file(s):
{}
(anonymized: False "nicks inteface").""".format( self.nparticipants,str(self.participantvars),
self.nchecks,self.ndirect,self.nmention,
self.translation_xml,
self.translation_ttl)
tposts="""\n\nThe dataset consists of {} shout messages with metadata {}
{:.3f} characters in average (std: {:.3f}) and total chars in snapshot: {}
{:.3f} tokens in average (std: {:.3f}) and total tokens in snapshot: {}
{:.3f} sentences in average (std: {:.3f}) and total sentences in snapshot: {}""".format(
self.nmessages,str(self.messagevars),
self.mcharsmessages, self.dcharsmessages,self.totalchars,
self.mtokensmessages,self.dtokensmessages,self.totaltokens,
self.msentencesmessages,self.dsentencesmessages,self.totalsentences,
)
self.dates=P.get(r"SELECT ?date WHERE { GRAPH <%s> { ?fooshout po:createdAt ?date } "%(self.translation_graph,))
self.dates=[i.isoformat() for i in self.dates]
date1=min(self.dates)
date2=max(self.dates)
with open(self.final_path_+"README","w") as f:
f.write("""::: Open Linked Social Data publication
\nThis repository is a RDF data expression of the IRC
snapshot {snapid} with tweets from {date1} to {date2}
(total of {ntrip} triples).{tinteraction}{tposts}
\nMetadata for discovery in the RDF/XML file:
{mrdf} \nor in the Turtle file:\n{mttl}
\nEgo network: {ise}
Group network: {isg}
Friendship network: {isf}
Interaction network: {isi}
Has text/posts: {ist}
\nAll files should be available at the git repository:
{ava}
\n{desc}
The script that rendered this data publication is on the script/ directory.\n:::""".format(
snapid=self.snapshotid,date1=date1,date2=date2,ntrip=self.ntriples,
tinteraction=tposts,
tposts=tposts,
mrdf=self.translation_xml,
mttl=self.translation_ttl,
ise=self.isego,
isg=self.isgroup,
isf=self.isfriendship,
isi=self.isinteraction,
ist=self.hastext,
ava=self.online_prefix,
desc=self.desc
))
def makeMetadata(self):
if self.isfriendship and self.groupid and self.groupid2 and (
self.groupid != self.groupid2):
raise ValueError("Group IDS are different")
# put all triples from social_facebook to self.meta_graph
#g1=P.context("social_facebook")
#g2=P.context(self.meta_graph)
#for subject, predicate, object_ in g1.triples((self.snapshoturi))
triples = P.get(self.snapshoturi, None, None, "social_facebook")
for rawfile in P.get(self.snapshoturi,
po.rawFile,
None,
"social_facebook",
strict=True,
minimized=True):
triples += P.get(rawfile, None, None, "social_facebook")
P.add(triples, context=self.meta_graph)
foo = {"uris": [], "vals": []}
if self.isfriendship:
foo["uris"]+=[
po.onlineOriginalFriendshipFile,
po.originalFriendshipFileName,
po.onlineFriendshipXMLFile,
po.onlineFriendshipTTLFile,
po.friendshipXMLFileName,
po.friendshipTTLFileName,
po.nFriends,
po.nFriendships,
po.friendshipsAnonymized
]+\
[po.frienshipParticipantAttribute]*len(self.friendsvars)
self.ffile = "base/" + self.filename_friendships
self.frdf = self.snapshotid + "Friendship.rdf"
self.fttl = self.snapshotid + "Friendship.ttl"
foo["vals"] += [
self.online_prefix + self.ffile, self.ffile,
self.online_prefix + self.frdf, self.online_prefix + self.fttl,
self.frdf, self.fttl, self.nfriends, self.nfriendships,
self.friendships_anonymized
] + list(self.friendsvars)
if self.isinteraction:
foo["uris"]+=[
po.onlineOriginalInteractionFile,
po.originalInteractionFileName,
po.onlineInteractionXMLFile,
po.onlineInteractionTTLFile,
po.interactionXMLFileName,
po.interactionTTLFileName,
po.nInteracted,
po.nInteractions,
po.interactionsAnonymized
]+\
[po.interactionParticipantAttribute]*len(self.interactionsvars)
self.ifile = "base/" + self.filename_interactions
self.irdf = irdf = self.snapshotid + "Interaction.rdf"
self.ittl = ittl = self.snapshotid + "Interaction.ttl"
foo["vals"] += [
self.ifile,
self.online_prefix + self.ifile,
self.online_prefix + irdf,
self.online_prefix + ittl,
irdf,
ittl,
self.ninteractions,
self.ninteracted,
self.interactions_anonymized,
] + list(self.interactionsvars)
if self.hastext:
foo["uris"]+=[
po.onlineOriginalPostsFile,
po.originalPostsFileName,
po.onlinePostsXMLFile,
po.onlinePostsTTLFile,
po.postsXMLFileName,
po.postsTTLFileName,
po.nPosts,
po.nCharsOverall,
po.mCharsOverall,
po.dCharsOverall,
po.nTokensOverall,
po.mTokensOverall,
po.dTokensOverall,
]+\
[po.postAttribute]*len(self.postsvars)
self.pfile = "base/" + self.filename_posts
self.prdf = self.snapshotid + "Post.rdf"
self.pttl = self.snapshotid + "Post.ttl"
foo["vals"] += [
self.online_prefix + self.pfile,
self.pfile,
self.online_prefix + self.prdf,
self.online_prefix + self.pttl,
self.prdf,
self.pttl,
self.nposts,
int(self.totalchars),
self.mcharsposts,
self.dcharsposts,
int(self.totaltokens),
self.mtokensposts,
self.dtokensposts,
] + list(self.postsvars)
foo["uris"] += [
po.isGroup,
po.isEgo,
po.isFriendship,
po.isInteraction,
po.hasText,
po.isPost,
]
self.isego = bool(P.get(r.URIRef(self.snapshoturi), a, po.EgoSnapshot))
self.isgroup = bool(
P.get(r.URIRef(self.snapshoturi), a, po.GroupSnapshot))
foo["vals"] += [
self.isgroup, self.isego, self.isfriendship, self.isinteraction,
self.hastext, self.hastext
]
self.mrdf = self.snapshotid + "Meta.rdf"
self.mttl = self.snapshotid + "Meta.ttl"
self.desc = "facebook network with snapshotID: {}\nsnapshotURI: {} \nisEgo: {}. isGroup: {}.".format(
self.snapshotid,
self.snapshoturi,
self.isego,
self.isgroup,
)
self.desc += "\nisFriendship: {}".format(self.isfriendship)
if self.isfriendship:
self.desc += "; nFriends: {}; nFrienships: {}.".format(
self.nfriends,
self.nfriendships,
)
self.desc += "\nisInteraction: {}".format(self.isinteraction)
if self.isinteraction:
self.desc += "; nInteracted: {}; nInteractions: {}.".format(
self.ninteracted,
self.ninteractions,
)
self.desc += "\nisPost: {} (alias hasText: {})".format(
self.hastext, self.hastext)
if self.hastext:
self.desc += ";\nmCharsPostsOverall: {}; dCharsPostsOverall: {}; totalCharsOverall: {}; \
\nmTokensPostsOverall: {}; dTokensPostsOverall: {}; totalTokensOverall: {}".format(
self.nposts,
self.mcharsposts,
self.dcharsposts,
self.totalchars,
self.mtokensposts,
self.dtokensposts,
self.totaltokens,
)
P.rdf.triplesScaffolding(self.snapshoturi, [
po.triplifiedIn,
po.triplifiedBy,
po.donatedBy,
po.availableAt,
po.onlineMetaXMLFile,
po.onlineMetaTTLFile,
po.metaXMLFileName,
po.metaTTLFileName,
po.acquiredThrough,
po.socialProtocolTag,
po.socialProtocol,
NS.rdfs.comment,
] + foo["uris"], [
datetime.datetime.now(),
"scripts/",
self.snapshotid[:-4],
self.online_prefix,
self.online_prefix + self.mrdf,
self.online_prefix + self.mttl,
self.mrdf,
self.mttl,
"Netvizz",
"Facebook",
P.rdf.ic(po.Platform, "Facebook", self.meta_graph,
self.snapshoturi),
self.desc,
] + foo["vals"], self.meta_graph)
def makeMetadata(self):
# triples = P.get(self.snapshoturi, None, None, self.social_graph)
# for rawfile in P.get(self.snapshoturi, po.rawFile, None,
# self.social_graph, strict=True, minimized=True):
# triples.extend(P.get(rawfile, None, None, self.social_graph))
# P.add(triples, context=self.meta_graph)
self.ffile = "base/" + self.filename_friendships
self.frdf = self.snapshotid + "Friendship.rdf"
self.fttl = self.snapshotid + "Friendship.ttl"
triples = [
# (self.snapshoturi, po.onlineOriginalFriendshipFile,
# self.online_prefix+self.ffile),
# (self.snapshoturi, po.originalFriendshipFileName, self.ffile),
# (self.snapshoturi, po.onlineFriendshipXMLFile,
# self.online_prefix+self.frdf),
# (self.snapshoturi, po.onlineFriendshipTTLFile,
# self.online_prefix+self.fttl),
# (self.snapshoturi, po.friendshipXMLFileName, self.frdf),
# (self.snapshoturi, po.friendshipTTLFileName, self.fttl),
# (self.snapshoturi, po.numberOfFriends, self.nfriends),
# (self.snapshoturi, po.numberOfFriendships, self.nfriendships),
(self.snapshoturi, po.friendshipsAnonymized,
self.friendships_anonymized),
]
P.add(triples, context=self.meta_graph)
# P.rdf.triplesScaffolding(self.snapshoturi,
# [po.frienshipParticipantAttribute] *
# len(self.friendsvars),
# self.friendsvars, context=self.meta_graph)
self.mrdf = self.snapshotid + "Meta.rdf"
self.mttl = self.snapshotid + "Meta.ttl"
self.desc = "facebook network with snapshotID: {}\nsnapshotURI: {} \n\
isEgo: {}. isGroup: {}.".format(self.snapshotid, self.snapshoturi,
self.isego, self.isgroup)
self.desc += "\nisFriendship: {}".format(self.isfriendship)
# self.desc += "; numberOfFriends: {}; numberOfFrienships: {}."\
# .format(self.nfriends, self.nfriendships)
self.desc += "\nisInteraction: {}".format(self.isinteraction)
self.desc += "\nisPost: {} (hasText)".format(self.hastext)
date_obtained = P.get(r.URIRef(self.snapshoturi),
po.dateObtained)[2].toPython()
assert isinstance(date_obtained, datetime.date)
name = P.get(r.URIRef(self.snapshoturi),
po.name,
None,
context=self.social_graph)[2]
triples = [
(self.snapshoturi, po.triplifiedIn, datetime.datetime.now()),
(self.snapshoturi, a, po.Snapshot),
(self.snapshoturi, po.snapshotID, self.snapshotid),
(self.snapshoturi, po.isEgo, True),
(self.snapshoturi, po.isGroup, False),
(self.snapshoturi, po.isFriendship, True),
(self.snapshoturi, po.isInteraction, False),
(self.snapshoturi, po.isPost, False),
(self.snapshoturi, po.dateObtained, date_obtained),
(self.snapshoturi, po.name, name),
# (self.snapshoturi, po.triplifiedBy, "scripts/"),
# (self.snapshoturi, po.donatedBy, self.snapshotid[:-4]),
# (self.snapshoturi, po.availableAt, self.online_prefix),
# (self.snapshoturi, po.onlineMetaXMLFile,
# self.online_prefix+self.mrdf),
# (self.snapshoturi, po.onlineMetaTTLFile,
# self.online_prefix+self.mttl),
# (self.snapshoturi, po.metaXMLFileName, self.mrdf),
# (self.snapshoturi, po.metaTTLFileName, self.mttl),
(self.snapshoturi, po.acquiredThrough, "Netvizz"),
(self.snapshoturi, po.socialProtocol, "Facebook"),
# (self.snapshoturi, po.socialProtocolTag, "Facebook"),
# (self.snapshoturi, po.socialProtocol,
# P.rdf.ic(po.Platform, "Facebook", self.meta_graph,
# self.snapshoturi)),
(self.snapshoturi, po.comment, self.desc),
]
numericID = P.get(r.URIRef(self.snapshoturi),
po.numericID,
None,
context=self.social_graph)
if numericID:
triples.append((self.snapshoturi, po.numericID, numericID[2]))
stringID = P.get(r.URIRef(self.snapshoturi),
po.stringID,
None,
context=self.social_graph)
if stringID:
triples.append((self.snapshoturi, po.stringID, stringID[2]))
url = P.get(r.URIRef(self.snapshoturi),
po.url,
None,
context=self.social_graph)
if url:
triples.append((self.snapshoturi, po.url, url[2]))
P.add(triples, self.meta_graph)
def writeAllFB(self):
c("started rendering of the snapshot publication. snapshotID:",self.snapshotid)
self.final_path_="{}{}/".format(self.final_path,self.snapshotid)
if not os.path.isdir(self.final_path_):
os.mkdir(self.final_path_)
#fnet,inet,mnet
g=P.context(self.friendship_graph)
g.namespace_manager.bind("po",po)
g.serialize(self.final_path_+self.snapshotid+"Friendship.ttl","turtle"); c("ttl")
g.serialize(self.final_path_+self.snapshotid+"Friendship.rdf","xml")
c("serialized friendships")
# get filesize and ntriples
filesizerdf=os.path.getsize(self.final_path_+self.snapshotid+"Friendship.rdf")/(10**6)
filesizettl=os.path.getsize(self.final_path_+self.snapshotid+"Friendship.ttl")/(10**6)
ntriples=len(g)
triples=[
(self.snapshoturi,po.friendshipXMLFileSizeMB,filesizerdf),
(self.snapshoturi,po.friendshipTTLFileSizeMB,filesizettl),
(self.snapshoturi,po.nFriendshipTriples,ntriples),
]
P.add(triples,context=self.meta_graph)
g=P.context(self.meta_graph)
ntriples=len(g)
triples+=[
(self.snapshoturi,po.nMetaTriples,ntriples+1) ,
]
P.add(triples,context=self.meta_graph)
g.namespace_manager.bind("po",po)
g.serialize(self.final_path_+self.snapshotid+"Meta.ttl","turtle"); c("ttl")
g.serialize(self.final_path_+self.snapshotid+"Meta.rdf","xml")
c("serialized meta")
if not os.path.isdir(self.final_path_+"scripts"):
os.mkdir(self.final_path_+"scripts")
shutil.copy(S.PACKAGEDIR+"/../tests/triplify.py",self.final_path_+"scripts/triplify.py")
# copia do base data
if not os.path.isdir(self.final_path_+"base"):
os.mkdir(self.final_path_+"base")
shutil.copy(self.data_path+self.filename_friendships,self.final_path_+"base/")
originals="base/{}".format(self.filename_friendships)
tfriendship="""\n\n{nf} individuals with metadata {fvars}
and {nfs} friendships constitute the friendship network in the RDF/XML file:
{frdf} \in the Turtle file: \n{fttl}
(anonymized {fan}).""".format(
nf=self.nfriends,fvars=str(self.friendsvars),
nfs=self.nfriendships,
frdf=self.frdf,fttl=self.fttl,
fan=self.friendships_anonymized,
)
datetime_string=P.get(self.snapshoturi,po.dateObtained,None,context="social_facebook")[2]
with open(self.final_path_+"README","w") as f:
f.write("""::: Open Linked Social Data publication
\nThis repository is a RDF data expression of the facebook
snapshot {snapid} collected around {date}.{tfriendship}
\nMetadata for discovery in the RDF/XML file:
{mrdf} \nor in the Turtle file:\n{mttl}
\nOriginal file(s):
{origs}
\nEgo network: {ise}
Group network: {isg}
Friendship network: {isf}
Interaction network: {isi}
Has text/posts: {ist}
\nAll files should be available at the git repository:
{ava}
\n{desc}
The script that rendered this data publication is on the script/ directory.\n:::""".format(
snapid=self.snapshotid,date=datetime_string,
tfriendship=tfriendship,
mrdf=self.mrdf,
mttl=self.mttl,
origs=originals,
ise=self.isego,
isg=self.isgroup,
isf=self.isfriendship,
isi=self.isinteraction,
ist=self.hastext,
ava=self.online_prefix,
desc=self.desc
))
def makeMetadata(self):
triples=P.get(self.snapshoturi,None,None,self.social_graph)
for rawfile in P.get(self.snapshoturi,po.rawFile,None,self.social_graph,strict=True,minimized=True):
triples+=P.get(rawfile,None,None,self.social_graph)
self.totalchars=sum(self.nchars_all)
self.mcharstweets=n.mean(self.nchars_all)
self.dcharstweets=n.std(self.nchars_all)
self.totaltokens=sum(self.ntokens_all)
self.mtokenstweets=n.mean(self.ntokens_all)
self.dtokenstweets=n.std(self.ntokens_all)
P.add(triples,context=self.meta_graph)
triples=[
(self.snapshoturi, po.nParticipants, self.nparticipants),
(self.snapshoturi, po.nTweets, self.ntweets),
(self.snapshoturi, po.nReplies, self.nreplies),
(self.snapshoturi, po.nRetweets, self.nretweets),
(self.snapshoturi, po.nCharsOverall, self.totalchars),
(self.snapshoturi, po.mCharsOverall, self.mcharstweets),
(self.snapshoturi, po.dCharsOverall, self.dcharstweets),
(self.snapshoturi, po.nTokensOverall, self.totaltokens),
(self.snapshoturi, po.mTokensOverall, self.mtokenstweets),
(self.snapshoturi, po.dTokensOverall, self.dtokenstweets),
]
P.add(triples,context=self.meta_graph)
P.rdf.triplesScaffolding(self.snapshoturi,
[po.tweetParticipantAttribute]*len(self.participantvars),
self.participantvars,context=self.meta_graph)
P.rdf.triplesScaffolding(self.snapshoturi,
[po.tweetXMLFilename]*len(self.tweet_rdf)+[po.tweetTTLFilename]*len(self.tweet_ttl),
self.tweet_rdf+self.tweet_ttl,context=self.meta_graph)
P.rdf.triplesScaffolding(self.snapshoturi,
[po.onlineTweetXMLFile]*len(self.tweet_rdf)+[po.onlineTweetTTLFile]*len(self.tweet_ttl),
[self.online_prefix+i for i in self.tweet_rdf+self.tweet_ttl],context=self.meta_graph)
self.mrdf=self.snapshotid+"Meta.rdf"
self.mttl=self.snapshotid+"Meta.ttl"
self.desc="twitter dataset with snapshotID: {}\nsnapshotURI: {} \nisEgo: {}. isGroup: {}.".format(
self.snapshotid,self.snapshoturi,self.isego,self.isgroup,)
self.desc+="\nisFriendship: {}; ".format(self.isfriendship)
self.desc+="isInteraction: {}.".format(self.isinteraction)
self.desc+="\nnParticipants: {}; nInteractions: {} (replies+retweets+user mentions).".format(self.nparticipants,self.nreplies+self.nretweets+self.nuser_mentions,)
self.desc+="\nisPost: {} (alias hasText: {})".format(self.hastext,self.hastext)
self.desc+="\nnTweets: {}; ".format(self.ntweets)
self.desc+="nReplies: {}; nRetweets: {}; nUserMentions: {}.".format(self.nreplies,self.nretweets,self.nuser_mentions)
self.desc+="\nnTokens: {}; mTokens: {}; dTokens: {};".format(self.totaltokens,self.mtokenstweets,self.dtokenstweets)
self.desc+="\nnChars: {}; mChars: {}; dChars: {}.".format(self.totalchars,self.mcharstweets,self.dcharstweets)
self.desc+="\nnHashtags: {}; nMedia: {}; nLinks: {}.".format(self.nhashtags,self.nmedia,self.nlinks)
triples=[
(self.snapshoturi, po.triplifiedIn, datetime.datetime.now()),
(self.snapshoturi, po.triplifiedBy, "scripts/"),
(self.snapshoturi, po.donatedBy, self.snapshotid[:-4]),
(self.snapshoturi, po.availableAt, self.online_prefix),
(self.snapshoturi, po.onlineMetaXMLFile, self.online_prefix+self.mrdf),
(self.snapshoturi, po.onlineMetaTTLFile, self.online_prefix+self.mttl),
(self.snapshoturi, po.metaXMLFileName, self.mrdf),
(self.snapshoturi, po.metaTTLFileName, self.mttl),
(self.snapshoturi, po.totalXMLFileSizeMB, sum(self.size_rdf)),
(self.snapshoturi, po.totalTTLFileSizeMB, sum(self.size_ttl)),
(self.snapshoturi, po.acquiredThrough, "Twitter APIs"),
(self.snapshoturi, po.socialProtocolTag, "Twitter"),
(self.snapshoturi, po.socialProtocol, P.rdf.ic(po.Platform,"Twitter",self.meta_graph,self.snapshoturi)),
(self.snapshoturi, po.nTriples, self.ntriples),
(self.snapshoturi, NS.rdfs.comment, self.desc),
]
P.add(triples,self.meta_graph)
def rdfMbox(self):
for filecount, file_ in enumerate(self.files):
if filecount % 100 == 0:
c(self.snapshoturi, filecount)
mbox = mailbox.mbox(self.data_path + self.directory + "/" + file_)
if not mbox.keys():
self.nempty += 1
mbox.close()
# c("||||||||||| EMPTY MESSAGE |||||||||||||||||||||",self.snapshotid,file_,"(",filecount,")")
continue
if not mbox[0]["Message-Id"]:
raise ValueError(
"What to do with nonempy messages without id?")
message = mbox[0]
gmaneid = self.makeId(message["Message-Id"])
#c("gmaneid",gmaneid)
if not gmaneid:
raise ValueError("Message without id")
messageuri = P.rdf.ic(po.EmailMessage, gmaneid,
self.translation_graph, self.snapshoturi)
self.nmessages += 1
triples = [
(messageuri, po.gmaneID, gmaneid),
]
email, name = self.parseParticipant(message["From"])
if not email:
raise ValueError("message without author")
participanturi = P.rdf.ic(po.GmaneParticipant, email,
self.translation_graph, self.snapshoturi)
if not P.get(participanturi, po.emailAddress, None,
self.translation_graph):
self.nparticipants += 1
if self.nparticipants == 100:
pass
triples += [
(messageuri, po.author, participanturi),
(participanturi, po.emailAddress, email),
]
if name:
triples += [
(participanturi, po.name, name),
]
subject = message["Subject"]
if subject:
subject = decodeHeader(subject)
assert isinstance(subject, str)
triples += [
(messageuri, po.subject, subject),
]
replyid_ = message["In-Reply-To"]
saneid = self.makeId(replyid_)
if bool(replyid_) and not bool(saneid):
self.nreplies += 1
replyid = self.snapshotid + "-" + str(self.nlost_messages)
self.nlost_messages += 1
replymessageuri = P.rdf.ic(po.LostEmailMessage, replyid,
self.translation_graph,
self.snapshoturi)
triples += [
(replymessageuri, a, po.EmailMessage),
(replymessageuri, NS.rdfs.comment,
"This message registered as having a reply, but the field might be ill-formed: "
+ replyid_),
(messageuri, po.replyTo, replymessageuri),
]
elif saneid:
self.nreplies += 1
replymessageuri = P.rdf.ic(po.EmailMessage, saneid,
self.translation_graph,
self.snapshoturi)
triples += [
(replymessageuri, po.gmaneID, saneid),
(messageuri, po.replyTo, replymessageuri),
]
if isinstance(message["Date"], str):
datetime = parseDate(message["Date"])
elif isinstance(message["Date"], mailbox.email.header.Header):
datetimestring = decodeHeader(message["Date"])
if False in [i in string.printable for i in datetimestring]:
datetime = None
triples += [
(messageuri, po.lostCreatedAt, True),
]
else:
datetime_ = re.findall(r"(.*\d\d:\d\d:\d\d).*",
datetimestring)[0]
datetime = parseDate(datetime_)
else:
raise ValueError("datetime not understood")
if datetime:
self.dates += [datetime]
triples += [
(messageuri, po.createdAt, datetime),
]
if message["References"]:
references = message["References"].replace("\n", "").replace(
"\t", "").replace(" ", "")
if not re.findall(r"\A<(.*?)>\Z", references):
c("::: ::: ::: references field not understood",
message["References"])
triples += [
(messageuri, po.comment,
"the references are not understood (<.*> ids are added anyway): "
+ message["References"]),
(messageuri, po.referencesLost, True),
]
for reference in re.findall(r"<(.*?)>", references):
self.nreferences += 1
referenceuri = P.rdf.ic(po.EmailMessage, reference,
self.translation_graph,
self.snapshoturi)
triples += [
(referenceuri, po.gmaneID, reference),
(messageuri, po.hasReference, referenceuri),
]
for part in message["References"].replace("\n", "").replace(
"\t", "").split():
if validate_email(part):
self.nreferences += 1
referenceuri = P.rdf.ic(po.EmailMessage, part,
self.translation_graph,
self.snapshoturi)
triples += [
(referenceuri, po.gmaneID, reference),
(messageuri, po.hasReference, referenceuri),
]
text = getText(message)
if text:
nchars = len(text)
ntokens = len(k.wordpunct_tokenize(text))
nsentences = len(k.sent_tokenize(text))
triples += [
(messageuri, po.messageText, text),
(messageuri, po.nChars, nchars),
(messageuri, po.nTokens, ntokens),
(messageuri, po.nSentences, nsentences),
]
self.nchars_all += [nchars]
self.ntokens_all += [ntokens]
self.nsentences_all += [nsentences]
clean_text = cleanEmailBody(text)
self.nremoved_lines += text.count("\n") - clean_text.count(
"\n")
self.nlines += text.count("\n")
nchars_clean = len(clean_text)
ntokens_clean = len(k.wordpunct_tokenize(clean_text))
nsentences_clean = len(k.sent_tokenize(clean_text))
triples += [
(messageuri, po.messageTextClean, clean_text),
(messageuri, po.nCharsClean, nchars_clean),
(messageuri, po.nTokensClean, ntokens_clean),
(messageuri, po.nSentencesClean, nsentences_clean),
]
self.nchars_clean_all += [nchars_clean]
self.ntokens_clean_all += [ntokens_clean]
self.nsentences_clean_all += [nsentences_clean]
for url in re.findall(
r'http[s]?://(?:[a-zA-Z]|[0-9]|[$-_@.&+]|[!*\(\),]|(?:%[0-9a-fA-F][0-9a-fA-F]))+',
clean_text):
self.nurls += 1
triples += [
(messageuri, po.hasUrl, url),
]
content_type = message.get_content_type()
if content_type:
triples += [(messageuri, po.contentType, content_type)]
else:
raise ValueError("/\/\/\/\/\ message without content type")
organization = message["Organization"]
if organization:
if not isinstance(organization, str):
organization = "".join(i for i in str(organization)
if i in string.printable)
triples += [
(messageuri, po.organization, organization),
]
if message["cc"]:
cc, unparsed = parseAddresses(message["cc"])
if unparsed:
triples += [
(messageuri, po.unparsedCC, unparsed),
]
for peeraddress, peername in cc:
peeraddress = peeraddress.strip()
assert bool(peeraddress)
peeruri = P.rdf.ic(po.EmailPeer, peeraddress,
self.translation_graph,
self.snapshoturi)
triples += [
(messageuri, po.cc, peeruri),
(peeruri, po.emailAddress, peeraddress),
]
self.ncc += 1
if peername:
triples += [
(peeruri, po.name, peername.strip()),
]
if message["to"]:
to, unparsed = parseAddresses(message["to"])
if unparsed:
triples += [
(messageuri, po.unparsedTo, unparsed),
]
for peeraddress, peername in to:
peeraddress = peeraddress.strip()
assert bool(peeraddress)
peeruri = P.rdf.ic(po.EmailPeer, peeraddress,
self.translation_graph,
self.snapshoturi)
triples += [
(messageuri, po.to, peeruri),
(peeruri, po.emailAddress, peeraddress),
]
self.nto += 1
if peername:
triples += [
(peeruri, po.name, peername.strip()),
]
listid = message["list-id"]
if listid:
assert isinstance(listid, str)
listid = listid.replace("\n", "").replace("\t", "")
if listid.count("<") == listid.count(">") == listid.count(
" ") == 0:
listname = ""
listid_ = listid
elif listid.count("<") == listid.count(">") == 0:
parts = listid.split()
lens = [len(i) for i in parts]
listid_ = [i for i in parts if len(i) == max(lens)][0]
listname = " ".join(i for i in parts
if len(i) != max(lens))
elif listid.count("<") == listid.count(">") == 1:
listname, listid_ = re.findall(r"(.*) {0,1}<(.*)>",
listid)[0]
else:
raise ValueError("Unexpected listid string format")
listuri = P.rdf.ic(po.EmailList, listid_,
self.translation_graph, self.snapshoturi)
triples += [
(messageuri, po.emailList, listuri),
(listuri, po.listID, listid_),
]
if listname:
triples += [
(listuri, po.name, listname.strip()),
]
P.add(triples, self.translation_graph)
mbox.close()