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Queries4Text.py
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Queries4Text.py
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from ast import arg
from rdflib import Graph, RDFS, RDF, URIRef, Namespace, Literal, XSD
from owlrl import DeductiveClosure, RDFS_Semantics
import random, sys
import sys
import os
import pandas as pd
from string import Template
import re
import json
def textGeneration_Event1_1(story):
res = story.query("""
SELECT ?Event_01 WHERE
{
ns2:Event_01 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_01 ns2:hasOccupation ?Job.
?Job rdfs:label ?HeroJob.
ns2:Event_01 ns2:hasTitle ?Title.
?Title rdfs:label ?TitleLabel.
ns2:Event_01 ns2:hasHouse ?Family.
?Family rdfs:label ?FamilyLabel.
BIND(CONCAT('Once upon a time, there was ',?HeroJob,' whose name was ', ?HeroName,'. ', ?HeroName, ' was a ', ?TitleLabel,' from the ', ?FamilyLabel,'.' ) AS ?Event_01).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
# SO THING IS: STORY.QUERY returns a sparqlRESULTObject.
# If the query was with select, sparqlResultObject is an interables of resultRow object.
# ResultRow is a touple and our sententce is a literal in the first term.
# Dus we do [0] to get the first element of list then [0] to get first element of a tuple
# THne we do toPython() which a method of the class rdflib.term.Literal and this returns a string
return list(res)[0][0].toPython()
# It was ',?TimeLabel1,' when this story begins.
def textGeneration_Event2_1(story):
res = story.query("""
SELECT ?Event_02 WHERE
{
ns2:Event_02 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_02 ns2:Threatens ?el.
?el rdfs:label ?ElementLabel.
ns2:Event_02 ns2:villain ?villain.
?villain rdfs:label ?VillainLabel.
BIND(CONCAT('Everything was quiet when one day ', ?VillainLabel, ' threatened ',?ElementLabel, ' of ', ?HeroName,'.' ) AS ?Event_02).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event3_1(story):
res = story.query("""
SELECT ?Event_04 WHERE
{
ns2:Event_03 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_03 ns2:meetsMentor ?mentor.
?mentor rdfs:label ?MentorLabel.
ns2:Event_03 ns2:powerLearned ?power.
?power rdfs:label ?HeroPowerLabel.
BIND(CONCAT('Initially ', ?HeroName,' was afraid but with the help of ', ?MentorLabel, ', got stronger and learnt ', ?HeroPowerLabel ,'.') AS ?Event_04).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event4_1(story):
res = story.query("""
SELECT ?Event_04 WHERE
{
ns2:Event_04 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_04 ns2:meetsAlly ?ally.
?ally rdfs:label ?AllyLabel.
ns2:Event_04 ns1:hasTime ?Time4.
?Time4 rdfs:label ?TimeLabel4.
ns2:Event_04 ns1:hasPlace ?Loc4.
?Loc4 rdfs:label ?LocLabel4.
BIND(CONCAT('On the way to ', ?LocLabel4 ,' at ',?TimeLabel4,', ',?HeroName,' met ',
?AllyLabel,' and they immediately became friends.') AS ?Event_04).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event5_1(story):
res = story.query("""
SELECT ?Event_05 WHERE
{
ns2:Event_05 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_05 ns2:helpedBy ?ally.
?ally rdfs:label ?AllyLabel.
ns2:Event_05 ns2:herofights ?villain .
?villain rdfs:label ?VillainLabel.
ns2:Event_05 ns2:usepower ?poH .
?poH rdfs:label ?poHLabel.
ns2:Event_05 ns1:hasTime ?Time5.
?Time5 rdfs:label ?TimeLabel5.
ns2:Event_05 ns1:hasPlace ?Loc5.
?Loc5 rdfs:label ?LocLabel5.
BIND(CONCAT('After travelling across all the kingdom, ', ?HeroName,' with the help of ', ?AllyLabel, ' finally found ', ?VillainLabel , ' in ', ?LocLabel5 , '. A bloody battle begun but ' , ?HeroName, ' thanks to ',
?poHLabel , ' powers got the better of ', ?VillainLabel ,'.') AS ?Event_05).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event6_1(story):
res = story.query("""
SELECT ?Event_6 WHERE
{
ns2:Event_06 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_06 ns2:celebratesvictory ?cel.
?cel rdfs:label ?celLabel.
ns2:Event_06 ns2:partywith ?friend.
?friend rdfs:label ?friendLabel.
ns2:Event_06 ns2:saves ?obj.
?obj rdfs:label ?savedobjLabel.
ns2:Event_06 ns1:hasPlace ?Loc12.
?Loc12 rdfs:label ?LocLabel6.
BIND(CONCAT('Eventually ',?savedobjLabel,' was safe again. ', ?HeroName, ' and ', ?friendLabel , ' went to ', ?LocLabel6, ' and celebrated by '
, ?celLabel, '.' ) as ?Event_6).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event1_2(story):
res = story.query("""
SELECT ?Event_01 WHERE
{
ns2:Event_01 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_01 ns2:hasOccupation ?Job.
?Job rdfs:label ?HeroJob.
ns2:Event_01 ns2:hasTitle ?Title.
?Title rdfs:label ?TitleLabel.
ns2:Event_01 ns2:hasHouse ?Family.
?Family rdfs:label ?FamilyLabel.
BIND(CONCAT(?HeroName,' was ',?TitleLabel,' for the ', ?FamilyLabel ,' and was also known in the whole kingdom as ', ?HeroJob,'.') AS ?Event_01).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
# SO THING IS: STORY.QUERY returns a sparqlRESULTObject.
# If the query was with select, sparqlResultObject is an interables of resultRow object.
# ResultRow is a touple and our sententce is a literal in the first term.
# Dus we do [0] to get the first element of list then [0] to get first element of a tuple
# THne we do toPython() which a method of the class rdflib.term.Literal and this returns a string
return list(res)[0][0].toPython()
def textGeneration_Event2_2(story):
res = story.query("""
SELECT ?Event_02 WHERE
{
ns2:Event_02 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_02 ns2:Threatens ?el.
?el rdfs:label ?ElementLabel.
ns2:Event_02 ns2:villain ?villain.
?villain rdfs:label ?VillainLabel.
BIND(CONCAT('The evil ', ?VillainLabel, ' one day posed a threat to ',?ElementLabel, ' of ', ?HeroName,'.' ) AS ?Event_02).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event3_2(story):
res = story.query("""
SELECT ?Event_03 WHERE
{
ns2:Event_03 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_03 ns2:meetsMentor ?mentor.
?mentor rdfs:label ?MentorLabel.
ns2:Event_03 ns2:powerLearned ?power.
?power rdfs:label ?HeroPowerLabel.
BIND(CONCAT(?HeroName,' did not know what to do and went to ', ?MentorLabel, ' to seek help. ', ?MentorLabel ,' was a master of ',?HeroPowerLabel,' and taught the hero all its secrets.' ) AS ?Event_03).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event4_2(story):
res = story.query("""
SELECT ?Event_04 WHERE
{
ns2:Event_04 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_04 ns2:meetsAlly ?ally.
?ally rdfs:label ?AllyLabel.
ns2:Event_04 ns1:hasTime ?Time4.
?Time4 rdfs:label ?TimeLabel4.
ns2:Event_04 ns1:hasPlace ?Loc4.
?Loc4 rdfs:label ?LocLabel4
BIND(CONCAT('During a long training session in ', ?LocLabel4,' at ', ?TimeLabel4,', ',?HeroName, ' met ',?AllyLabel,'. They immediately got along and decided to travel together.') AS ?Event_04).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event5_2(story):
res = story.query("""
SELECT ?Event_05 WHERE
{
ns2:Event_05 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_05 ns2:helpedBy ?ally.
?ally rdfs:label ?AllyLabel.
ns2:Event_05 ns2:herofights ?villain .
?villain rdfs:label ?VillainLabel.
ns2:Event_05 ns2:usepower ?poH .
?poH rdfs:label ?poHLabel.
ns2:Event_05 ns1:hasTime ?Time5.
?Time5 rdfs:label ?TimeLabel5.
ns2:Event_05 ns1:hasPlace ?Loc5.
?Loc5 rdfs:label ?LocLabel5.
BIND(CONCAT('At ',?TimeLabel5, ' ',?HeroName, ' and ',?AllyLabel, ' were almost in ' , ?LocLabel5 , ', when they realized ',
?VillainLabel, ' was after them. The two friends nevertheless were ready and the battle begun. ', ?HeroName, ' used ' , ?poHLabel , ' forcing the enemy to retreat.') AS ?Event_05).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event6_2(story):
res = story.query("""
SELECT ?Event_6 WHERE
{
ns2:Event_06 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_06 ns2:celebratesvictory ?cel.
?cel rdfs:label ?celLabel.
ns2:Event_06 ns2:partywith ?friend.
?friend rdfs:label ?friendLabel.
ns2:Event_06 ns2:saves ?obj.
?obj rdfs:label ?savedobjLabel.
ns2:Event_06 ns1:hasPlace ?Loc12.
?Loc12 rdfs:label ?LocLabel6.
BIND(CONCAT('After the victory, ' ,?savedobjLabel, ' was not under threat anymore. ' ,?HeroName, ' and ' ,?friendLabel,
' celebrated in ', ?LocLabel6, ' by ',?celLabel, '.') as ?Event_6).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event1_3(story):
res = story.query("""
SELECT ?Event_01 WHERE
{
ns2:Event_01 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_01 ns2:hasOccupation ?Job.
?Job rdfs:label ?HeroJob.
ns2:Event_01 ns2:hasTitle ?Title.
?Title rdfs:label ?TitleLabel.
ns2:Event_01 ns2:hasHouse ?Family.
?Family rdfs:label ?FamilyLabel.
BIND(CONCAT( 'A long time ago ', ?HeroName,', ', ?TitleLabel,' from the ', ?FamilyLabel,', was known to be very good as ',?HeroJob,'.' ) AS ?Event_01).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
# SO THING IS: STORY.QUERY returns a sparqlRESULTObject.
# If the query was with select, sparqlResultObject is an interables of resultRow object.
# ResultRow is a touple and our sententce is a literal in the first term.
# Dus we do [0] to get the first element of list then [0] to get first element of a tuple
# THne we do toPython() which a method of the class rdflib.term.Literal and this returns a string
return list(res)[0][0].toPython()
# It was ',?TimeLabel1,' when this story begins.
def textGeneration_Event2_3(story):
res = story.query("""
SELECT ?Event_02 WHERE
{
ns2:Event_02 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_02 ns2:Threatens ?el.
?el rdfs:label ?ElementLabel.
ns2:Event_02 ns2:villain ?villain.
?villain rdfs:label ?VillainLabel.
BIND(CONCAT( '', ?HeroName,' was having an happy and peaceful life when ', ?VillainLabel, ' threatened ',?ElementLabel, ' of ', ?HeroName,'.') AS ?Event_02).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event2_4(story):
res = story.query("""
SELECT ?Event_02 WHERE
{
ns2:Event_02 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_02 ns2:Threatens ?el.
?el rdfs:label ?ElementLabel.
ns2:Event_02 ns2:villain ?villain.
?villain rdfs:label ?VillainLabel.
BIND(CONCAT('',?HeroName,' realized that their beloved ', ?ElementLabel, ' was in danger of being taken away by ' , ?VillainLabel,'.' ) AS ?Event_02).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event3_3(story):
res = story.query("""
SELECT ?Event_03 WHERE
{
ns2:Event_03 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_03 ns2:meetsMentor ?mentor.
?mentor rdfs:label ?MentorLabel.
ns2:Event_03 ns2:powerLearned ?power.
?power rdfs:label ?HeroPowerLabel.
BIND(CONCAT('Our hero was too weak, but with the help of ', ?MentorLabel, ', ', ?HeroName,' learnt the power of ', ?HeroPowerLabel ,'.') AS ?Event_03).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event4_3(story):
res = story.query("""
SELECT ?Event_04 WHERE
{
ns2:Event_04 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_04 ns2:meetsAlly ?ally.
?ally rdfs:label ?AllyLabel.
ns2:Event_04 ns1:hasTime ?Time4.
?Time4 rdfs:label ?TimeLabel4.
ns2:Event_04 ns1:hasPlace ?Loc4.
?Loc4 rdfs:label ?LocLabel4.
BIND(CONCAT( 'In ', ?LocLabel4 ,' at ',?TimeLabel4,', ',?HeroName,' met ',?AllyLabel,' and they formed an alliance.') AS ?Event_04).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event5_3(story):
res = story.query("""
SELECT ?Event_05 WHERE
{
ns2:Event_05 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_05 ns2:helpedBy ?ally.
?ally rdfs:label ?AllyLabel.
ns2:Event_05 ns2:herofights ?villain .
?villain rdfs:label ?VillainLabel.
ns2:Event_05 ns2:usepower ?poH .
?poH rdfs:label ?poHLabel.
ns2:Event_05 ns1:hasTime ?Time5.
?Time5 rdfs:label ?TimeLabel5.
ns2:Event_05 ns1:hasPlace ?Loc5.
?Loc5 rdfs:label ?LocLabel5.
BIND(CONCAT( 'Finally in ', ?LocLabel5 ,' at ', ?TimeLabel5 ,', ' , ?HeroName, ' faced ', ?VillainLabel ,'. With the help of ', ?AllyLabel,' and thanks to the learnt power of ', ?poHLabel,', the alliance scared away ', ?VillainLabel ,'.') AS ?Event_05).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()
def textGeneration_Event6_3(story):
res = story.query("""
SELECT ?Event_06 WHERE
{
ns2:Event_06 ns1:hasActor ?Hero.
?Hero rdfs:label ?HeroName.
ns2:Event_06 ns2:celebratesvictory ?cel.
?cel rdfs:label ?celLabel.
ns2:Event_06 ns2:partywith ?friend.
?friend rdfs:label ?friendLabel.
ns2:Event_06 ns2:saves ?obj.
?obj rdfs:label ?savedobjLabel.
ns2:Event_06 ns1:hasPlace ?Loc12.
?Loc12 rdfs:label ?LocLabel6.
BIND(CONCAT('This is how ', ?HeroName, ' managed to save ',?savedobjLabel,' and in ', ?LocLabel6, ' celebrated with ',?friendLabel , ' by ' ,?celLabel, '.' ) as ?Event_06).
}""", initNs={'ns1': 'http://semanticweb.cs.vu.nl/2009/11/sem/', 'ns2': 'http://hero_ontology/'})
return list(res)[0][0].toPython()