src/questions_queries.py

import sys
import os
sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from src.sparql_query_wikibase import *



fashion_collection_images_question = Template("Images of collections produced by $x")
fashion_collection_images_query = Template("""
PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?statement ?fashion_collectionLabel ?image_url ?reference_URL 
  ?fashion_seasonLabel (YEAR(?fashion_year) AS ?year) ?categoryLabel WHERE {
    { ?fashion_house  rdfs:label $x@en.}  # Match label
  UNION
  { ?fashion_house  skos:altLabel $x@en. }  # Match alias   
                                           
  
  ?fashion_house p:P31 ?statement.
  ?statement ps:P31 ?fashion_collection.
  OPTIONAL { ?fashion_collection wbt:P32 ?fashion_season. }
  OPTIONAL {?fashion_collection wbt:P28 ?fashion_year.}
  OPTIONAL {?fashion_collection wbt:P38 ?category.}
  
  OPTIONAL {
    ?statement pq:P35 ?image_url.
  }

                                                
  OPTIONAL {
    ?statement prov:wasDerivedFrom ?reference.
    ?reference pr:P24 ?reference_URL. 
  }

  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". } }
                                           """)

year_designers_birth_question = Template("Which designers were born in $x?")
year_designers_birth_query = Template("""
PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  
PREFIX xsd: <http://www.w3.org/2001/XMLSchema#>

SELECT ?designerLabel ?birthdate  WHERE {
  ?designer wbt:P3 ?birthdate .
  FILTER (YEAR(?birthdate) = $x)

  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
} """)

fashion_house_directors_question = Template("Which designers have been creative directors of $x ?")
fashion_house_directors_query = Template("""
PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT 
?creative_directorLabel (COALESCE(YEAR(?start_time), YEAR(?point_time), YEAR(?inception)) AS ?start_year)
  (YEAR(?end_time) AS ?end_year) ?title ?statement ?reference_URL_source
WHERE {
  # Fashion house identified by brand name
  ?fashion_house wbt:P2 wb:Q1.                                       
    { ?fashion_house rdfs:label $x@en.}  # Match label
  UNION
  { ?fashion_house skos:altLabel $x@en. }  # Match alias   
  
  # Link through designer employed (P29) property for the fashion house  - the property for designer employment is P10
  {
    ?fashion_house p:P29 ?statement.
    ?statement ps:P29 ?creative_director.

    # Optional qualifiers for P29 regarding the time frame
    OPTIONAL { ?statement pq:P15 ?start_time. }
    OPTIONAL { ?statement pq:P28 ?point_time. } 
    OPTIONAL { ?statement pq:P16 ?end_time. }
    OPTIONAL { ?statement pq:P25 ?title. }
    OPTIONAL { ?fashion_house wbt:P11 ?inception. } 

    
    # Retrieve references for P29
    OPTIONAL {
      ?statement prov:wasDerivedFrom ?reference.
      ?reference pr:P24 ?reference_URL.
      BIND(
        IF(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt"), ?reference_URL, "") AS ?reference_URL_model
      )
      BIND(
        IF(!(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt")), ?reference_URL, "") AS ?reference_URL_source
      )
    }
  }
  UNION
  # Link through founded_by (P14) property for the fashion house
  {
    ?fashion_house p:P14 ?statement.
    ?statement ps:P14 ?creative_director.

    # Optional qualifiers for P14 (start_year as inception)
    OPTIONAL { ?statement pq:P15 ?start_time. }
    OPTIONAL { ?statement pq:P28 ?point_time. } 
    OPTIONAL { ?statement pq:P16 ?end_time. }
    OPTIONAL { ?statement pq:P25 ?title. }
 
    
    # Retrieve references for P14
    OPTIONAL {
      ?statement prov:wasDerivedFrom ?reference.
      ?reference pr:P24 ?reference_URL.
      BIND(
        IF(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt"), ?reference_URL, "") AS ?reference_URL_model
      )
      BIND(
        IF(!(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt")), ?reference_URL, "") AS ?reference_URL_source
      )
    }
  }

  # Filter for relevant titles (creative director, founder, etc.) to retrieve relevant employment as creative director
  FILTER (
    REGEX(?title, "director", "i") || 
    REGEX(?title, "head designer", "i") ||
    REGEX(?title, "chief", "i") ||
    REGEX(?title, "founder", "i")                                   
  )
  FILTER(?reference_URL_source != "")
  # Retrieve labels
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}   ORDER BY ?start_year """)



designer_fashion_house_directors_question = Template("In which fashion house did $x work as a creative director?")
designer_fashion_house_directors_query = Template("""  
PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?fashion_houseLabel 
       (COALESCE(YEAR(?start_time), YEAR(?point_time), YEAR(?inception)) AS ?start_year) 
       (YEAR(?end_time) AS ?end_year) 
       ?title ?reference_URL_source ?statement 
WHERE {
   # Designer linked to fashion house through roles or founded_by
    ?fashion_designer wbt:P2 wb:Q5.                                              
     { ?fashion_designer  rdfs:label $x@en.}  # Match label
  UNION
  { ?fashion_designer  skos:altLabel $x@en. }  # Match alias   
   
   # Link through employer (P10)
   ?fashion_designer p:P10 ?statement.
   ?statement ps:P10 ?fashion_house.
  
   # Optional start and end time qualifiers for roles
   OPTIONAL { ?statement pq:P15 ?start_time. }
   OPTIONAL { ?statement pq:P28 ?point_time. } 
   OPTIONAL { ?statement pq:P16 ?end_time. }
   OPTIONAL { ?statement pq:P25 ?title. }

   # Inception as fallback for start year
   OPTIONAL { ?fashion_house wbt:P11 ?inception. }

   # Filter for relevant roles (director, founder, etc.)
   FILTER (
       REGEX(?title, "director", "i") || 
       REGEX(?title, "head designer", "i") ||
       REGEX(?title, "chief","i") ||
       REGEX(?title, "founder","i")                                   
   )
  
   # Retrieve references for the statement
    OPTIONAL {
      ?statement prov:wasDerivedFrom ?reference.
      ?reference pr:P24 ?reference_URL.
      BIND(
        IF(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt"), ?reference_URL, "") AS ?reference_URL_model
      )
      BIND(
        IF(!(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt")), ?reference_URL, "") AS ?reference_URL_source
      )
    }
  FILTER(?reference_URL_source != "")

   SERVICE wikibase:label { bd:serviceParam wikibase:language "en". } 
}
""")


designer_fashion_director_question2 = Template("In which fashion house did $x work as a creative director?")
designer_fashion_director_query2 = Template("""PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT 
?fashion_houseLabel ?creative_directorLabel (COALESCE(YEAR(?start_time), YEAR(?point_time), YEAR(?inception)) AS ?start_year)  (YEAR(?end_time) AS ?end_year) ?title ?statement ?reference_URL_source
WHERE {
  # Fashion designer identified by name
  ?creative_director wbt:P2 wb:Q5.                                       
    { ?creative_director  rdfs:label $x@en.}  # Match label
  UNION
  { ?creative_director  skos:altLabel $x@en. }  # Match alias   

  # Link through designer employed (P29) property for the fashion house  - the property for designer employment is P30
  {
    ?fashion_house p:P29 ?statement.
    ?statement ps:P29 ?creative_director.

    # Optional qualifiers for P29 regarding the time frame
    OPTIONAL { ?statement pq:P15 ?start_time. }
    OPTIONAL { ?statement pq:P28 ?point_time. } 
    OPTIONAL { ?statement pq:P16 ?end_time. }
    OPTIONAL { ?statement pq:P25 ?title. }
    OPTIONAL { ?fashion_house wbt:P11 ?inception. } 

    
    # Retrieve references for P29
    OPTIONAL {
      ?statement prov:wasDerivedFrom ?reference.
      ?reference pr:P24 ?reference_URL.
      BIND(
        IF(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt"), ?reference_URL, "") AS ?reference_URL_model
      )
      BIND(
        IF(!(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt")), ?reference_URL, "") AS ?reference_URL_source
      )
    }
  }
  FILTER (
    REGEX(?title, "director", "i") || 
    REGEX(?title, "head designer", "i") ||
    REGEX(?title, "chief", "i") ||
    REGEX(?title, "founder", "i")                                   
  )
  FILTER(?reference_URL_source != "")

  # Retrieve labels
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}   ORDER BY ?start_year """)

country_designer_question = Template("Which designers are from $x ?")
country_designer_query = Template("""PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?fashion_designerLabel   (SAMPLE(?statement) AS ?statement)  
  (SAMPLE(?reference_URL) AS ?reference_URL) WHERE {
  # Restrict to designers who are instances of fashion designer (Q5)

  ?fashion_designer wbt:P2 wb:Q5.

  # Access the statement for the country relationship
  ?fashion_designer p:P6 ?statement.
  ?statement ps:P6 ?country.
    { ?country  rdfs:label $x@en.}  # Match label
  UNION
  { ?country skos:altLabel $x@en. }  # Match alias   

  # Retrieve references from the statement
  OPTIONAL {
    ?statement prov:wasDerivedFrom ?reference.
    ?reference pr:P24 ?reference_URL.
  }

  # Retrieve labels for the fashion designer
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". } 
} 
GROUP BY ?fashion_designerLabel 
ORDER BY ?fashion_designerLabel """)

country_designer_query = Template("""PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?fashion_designerLabel (SAMPLE(?reference_URL) AS ?reference_URL) {
  # Restrict to designers who are instances of fashion designer (Q5)

  ?fashion_designer wbt:P2 wb:Q5.
  ?fashion_designer wbt:P6 ?country.
  ?fashion_designer p:P6 ?statement.
    { ?country  rdfs:label $x@en.}  # Match label
  UNION
  { ?country  skos:altLabel $x@en. }  # Match alias   
 

  # Retrieve references from the statement
  OPTIONAL {
    ?statement prov:wasDerivedFrom ?reference.
    ?reference pr:P24 ?reference_URL.
  }

  # Retrieve labels for the fashion designer
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". } 
} 
GROUP BY ?fashion_designerLabel 
ORDER BY ?fashion_designerLabel  """)


designer_order_fashion_collection_question = Template("Which fashion collections did $x work on?")
designer_order_fashion_collection_query = Template("""PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?fashion_houseLabel 
       (COALESCE(YEAR(?start_time), YEAR(?point_time), YEAR(?inception)) AS ?start_year) 
       (YEAR(?end_time) AS ?end_year) 
       ?title ?reference_URL_source ?statement ?fashion_collectionLabel ?image_url 
      (YEAR(?fashion_year) as ?year ) ?fashion_seasonLabel ?categoryLabel WHERE {
   # Designer linked to fashion house through roles or founded_by
   ?fashion_designer wbt:P2 wb:Q5. 
  { ?fashion_designer  rdfs:label $x@en.}  # Match label
  UNION
  { ?fashion_designer  skos:altLabel $x@en. }  # Match alias                                               
                                            
   
   # Link through "creative director" or other roles
   ?fashion_designer p:P10 ?statement_designer.
   ?statement_designer ps:P10 ?fashion_house.
   OPTIONAL { ?statement_designer pq:P15 ?start_time. }
   OPTIONAL { ?statement_designer pq:P28 ?point_time. } 
   OPTIONAL { ?statement_designer pq:P16 ?end_time. }
   OPTIONAL { ?statement_designer pq:P25 ?title. }   
    OPTIONAL { ?fashion_house wbt:P11 ?inception. }    
    FILTER (
       REGEX(?title, "director", "i") || 
       REGEX(?title, "head designer", "i") ||
       REGEX(?title, "chief","i") ||
       REGEX(?title, "founder","i")                                   
   )       
  
    ?fashion_house p:P31 ?statement.
  ?statement ps:P31 ?fashion_collection.
  OPTIONAL {?fashion_collection wbt:P28 ?fashion_year.}
    OPTIONAL { ?fashion_collection wbt:P32 ?fashion_season. }
  OPTIONAL {?fashion_collection wbt:P38 ?category.}
  
  OPTIONAL {?statement pq:P35 ?image_url.}
  OPTIONAL {?statement pq:P37 ?fashion_date.}
  
 
    # Use the adjusted fashion year in the FILTER condition
FILTER(
    (YEAR(?start_time) <= YEAR(?fashion_year) && (!BOUND(?end_time) || YEAR(?end_time) >= YEAR(?fashion_year))) ||
    (YEAR(?point_time) <= YEAR(?fashion_year)) ||
    (REGEX(?title, "founder", "i") && YEAR(?inception) <= YEAR(?fashion_year))
)

   # Retrieve references for the statement
   OPTIONAL {
     ?statement prov:wasDerivedFrom ?reference.
     ?reference pr:P24 ?reference_URL_source.
   }

   SERVICE wikibase:label { bd:serviceParam wikibase:language "en". } 
} ORDER BY ?year """)


education_most_popular_question = "What are the most popular educational institutions for fashion designers?"
education_most_popular_query = """ PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?schoolLabel (COUNT(?fashion_designer) AS ?designer_count) WHERE {
  # Retrieve all fashion designers and their schools
  ?fashion_designer wbt:P9 ?school.
  
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
GROUP BY ?schoolLabel
ORDER BY DESC(?designer_count) """

brands_founded_question = Template("Which fashion houses were founded in $x")
brands_founded_query = Template(""" PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 

SELECT ?fashion_houseLabel ?inception 
WHERE {
    ?fashion_house wbt:P2 wb:Q1.
    ?fashion_house wbt:P11 ?inception.

    
    FILTER(YEAR(?inception) = $x)
    
    SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}""")

how_many_directors_per_fashion_house_question = "How many designers have worked for each fashion house as creative directors?"
how_many_directors_per_fashion_house_query = """ PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?fashion_houseLabel (COUNT(DISTINCT ?fashion_designer) AS ?creative_director_count) WHERE {
  # Match fashion houses linked to designers via employer property
  ?fashion_designer p:P10 ?statement.
  ?statement ps:P10 ?fashion_house.
  
  # Filter for roles related to creative direction
  OPTIONAL { ?statement pq:P25 ?title. }
  FILTER (
    REGEX(?title, "creative director", "i") || 
    REGEX(?title, "head designer", "i") ||
    REGEX(?title, "chief", "i") ||
    REGEX(?title, "founder", "i")
  )
  
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
GROUP BY ?fashion_houseLabel
ORDER BY DESC(?creative_director_count)
"""

how_many_designers_per_fashion_house_question = "How many designers have worked for each fashion house?"
how_many_designers_per_fashion_house_query = """ PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?fashion_houseLabel (COUNT(?designer) AS ?designer_count) WHERE {
  ?fashion_house wbt:P29 ?designer .

  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
GROUP BY ?fashion_houseLabel
ORDER BY DESC(?designer_count) """


designers_multiple_houses_question = "Which designers have worked for more than one fashion house?"
designers_multiple_houses_query = """PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?designerLabel WHERE {
  ?designer wbt:P10 ?house .
  ?designer wbt:P10 ?anotherHouse .
SERVICE wikibase:label { bd:serviceParam wikibase:language 'en'. } 
 }
GROUP BY ?designerLabel
HAVING (COUNT(?house) > 1)"""

award_question = "Which designers won which awards?"
award_query = """ PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?designerLabel ?awardLabel WHERE {
  ?designer wbt:P18 ?award .
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}"""

fashion_houses_with_collections_question ="Which distinct fashion houses have at least a fashion collection?"
fashion_houses_with_collections_query = """PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT DISTINCT ?houseLabel WHERE {
  ?house wbt:P31 ?collection .
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
} """

popular_year_inception_question = "In which years were the most fashion houses founded?"
popular_year_inception_query = """PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 

SELECT ?year_inception (COUNT(DISTINCT ?fashion_house) AS ?count)
WHERE {
  ?fashion_house wbt:P11 ?year.
  BIND(YEAR(?year) AS ?year_inception)
}
GROUP BY ?year_inception
ORDER BY DESC(?count) """


longest_serving_director_question = "Which fashion houses have had the longest-serving creative director?"
longest_serving_director_query = """ PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>
PREFIX xsd: <http://www.w3.org/2001/XMLSchema#>
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>

SELECT ?fashion_houseLabel ?duration ?designerLabel
WHERE {
  ?fashion_house p:P29 ?statement.
  ?statement ps:P29 ?designer.
  OPTIONAL { ?statement pq:P15 ?startTime. }
  OPTIONAL { ?statement pq:P16 ?endTime. }

  # Ensure we only calculate when both dates exist
  FILTER(BOUND(?startTime) && BOUND(?endTime))

  # Compute duration safely
  BIND(YEAR(?endTime) - YEAR(?startTime) AS ?duration)

  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". } 
}
ORDER BY DESC(?duration)"""

houses_most_collections_question = "Which fashion houses have the most collections recorded in the database?"
houses_most_collections_query = """ PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?fashionHouseLabel (COUNT(?collection) AS ?collection_count) WHERE {
  ?fashionHouse wbt:P31 ?collection .
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
GROUP BY ?fashionHouseLabel
ORDER BY DESC(?collection_count)"""


collections_sustainability_theme_question = "Which collections include sustainability as a key theme?"
collections_sustainability_theme_query = """PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?collectionLabel ?fashion_houseLabel ?reference_URL WHERE {
  ?fashion_house p:P31 ?statement.
  ?statement ps:P31 ?collection.
  ?statement pq:P34 ?description .
  FILTER (regex(?description, "sustainability", "i"))
     # Retrieve references for the statement
   OPTIONAL {
     ?statement prov:wasDerivedFrom ?reference.
     ?reference pr:P24 ?reference_URL.
   }
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}  """ 


collections_jeans_question = "Which collections showcase products made with jeans?"
collections_jeans_query = """PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?collectionLabel ?fashion_houseLabel ?reference_URL WHERE {
  ?fashion_house p:P31 ?statement.
  ?statement ps:P31 ?collection.
  ?statement pq:P34 ?description .
  FILTER (regex(?description, "jeans", "i"))
     # Retrieve references for the statement
   OPTIONAL {
     ?statement prov:wasDerivedFrom ?reference.
     ?reference pr:P24 ?reference_URL.
   }
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}  """ 


creative_directors_school_question = "To which school went most designers who later became creative directors of fashion houses?"
creative_directors_school_query = """ PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?schoolLabel (COUNT(DISTINCT ?designer) AS ?designer_count) WHERE {
  ?designer p:P10 ?fashion_house .

     OPTIONAL { ?fashion_house pq:P25 ?title. }
  FILTER (
    REGEX(?title, "creative director", "i") || 
    REGEX(?title, "head designer", "i") ||
    REGEX(?title, "chief", "i") ||
    REGEX(?title, "founder", "i")
  )
  
  OPTIONAL { ?designer wbt:P9 ?school . }
SERVICE wikibase:label { bd:serviceParam wikibase:language 'en'. } 
 }
GROUP BY ?schoolLabel
ORDER BY DESC(?designer_count)"""

fashion_houses_thematic_collection_question = "Which fashion houses had collections with a sustainability theme, and how many of them?"
fashion_houses_thematic_collection_query = """PREFIX wbt: <https://fashionwiki.wikibase.cloud/prop/direct/>
PREFIX wb: <https://fashionwiki.wikibase.cloud/entity/>
PREFIX pq: <https://fashionwiki.wikibase.cloud/prop/qualifier/>  
PREFIX pr: <https://fashionwiki.wikibase.cloud/prop/reference/>
PREFIX ps: <https://fashionwiki.wikibase.cloud/prop/statement/> 
PREFIX p: <https://fashionwiki.wikibase.cloud/prop/> 
PREFIX prov: <http://www.w3.org/ns/prov#>  

SELECT ?fashion_houseLabel (COUNT(DISTINCT ?collection) AS ?collection_count) WHERE {
  ?fashion_house p:P31 ?statement.
  ?statement ps:P31 ?collection.
  ?statement pq:P34 ?description .
  FILTER (regex(?description, "sustainability", "i"))
     # Retrieve references for the statement
   OPTIONAL {
     ?statement prov:wasDerivedFrom ?reference.
     ?reference pr:P24 ?reference_URL.
   }
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
} GROUP BY ?fashion_houseLabel
ORDER BY DESC(?collection_count) """


questions_queries_dict = [ { "question": education_most_popular_question, "query": education_most_popular_query},
                          { "question": how_many_designers_per_fashion_house_question, "query": how_many_designers_per_fashion_house_query},
                           {"question": how_many_directors_per_fashion_house_question, "query": how_many_directors_per_fashion_house_query}, 
                           {"question": designers_multiple_houses_question, "query":designers_multiple_houses_query }, 
                           {"question": award_question, "query": award_question},
                           {"question": fashion_houses_with_collections_question, "query": fashion_houses_with_collections_query},
                           {"question": popular_year_inception_question, "query": popular_year_inception_query},
                           {"question": longest_serving_director_question, "query": longest_serving_director_query},
                           {"question": houses_most_collections_question, "query": houses_most_collections_query},
                           {"question": collections_sustainability_theme_question, "query": collections_sustainability_theme_query},
                           ]

# questions_queries_dict_entity = [{"question": fashion_house_directors_question.substitute({ "x": f"{"Chanel"}"}), "query": fashion_house_directors_query},
#                           { "question": designer_fashion_house_directors_question.substitute({ "x": f"{"Alexander McQueen"}"}), "query": designer_fashion_house_directors_query},
#                           { "question": country_designer_question.substitute({ "x": f"{"Italy"}"}), "query": country_designer_query},
#                           { "question": designer_order_fashion_collection_question.substitute({ "x": f"{"Alexander McQueen"}"}), "query": designer_order_fashion_collection_query},
#                           { "question": designer_fashion_director_question2.substitute({ "x": f"{"Alexander McQueen"}"}), "query": designer_fashion_director_query2},
#                           { "question": year_designers_birth_question.substitute({ "x": f"{"1970"}"}), "query": year_designers_birth_query}]


questions_queries_dict_entity = [{"question": fashion_house_directors_question.substitute({ "x": "Chanel"}), "query": fashion_house_directors_query},
                          { "question": designer_fashion_house_directors_question.substitute({ "x": "Alexander McQueen"}), "query": designer_fashion_house_directors_query},
                          { "question": country_designer_question.substitute({ "x": "Italy"}), "query": country_designer_query},
                          { "question": designer_order_fashion_collection_question.substitute({ "x": "Alexander McQueen"}), "query": designer_order_fashion_collection_query},
                          { "question": designer_fashion_director_question2.substitute({ "x": "Alexander McQueen"}), "query": designer_fashion_director_query2},
                          { "question": year_designers_birth_question.substitute({ "x": "1970"}), "query": year_designers_birth_query}]


# Designers
designers_born_in_year_question = "Which designers were born in year $x?"
creative_directors_of_house_question = "Which designers have been creative directors of $x?"
designers_multiple_houses_question = "Which designers have worked for more than one fashion house?"
educated_at_school_question = "Which designers were educated at $x fashion school?"
won_award_question = "Which designers have won the $x award?"
launched_own_label_question = "Which designers launched their own fashion label?"
worked_at_x_between_years_question = "Which designers worked at $x between year $y and $z?"
designers_multiple_collaborations_question = "Which designers have collaborated with multiple fashion houses?"
designers_lived_in_city_question = "Which designers have lived in $x city?"
designers_active_decade_question = "Which designers were active during the $x decade?"

# Fashion Houses
designers_worked_for_house_question = "Which designers have worked for fashion house $x?"
creative_directors_per_house_question = "How many designers have worked for each fashion house as creative directors?"
houses_founded_in_year_question = "Which fashion houses were founded in year $x?"
houses_most_director_changes_question = "Which fashion houses have undergone the most creative director changes?"
longest_serving_director_question = "Which fashion houses have had the longest-serving creative director?"
houses_collaborations_question = "Which fashion houses have collaborated with other fashion houses or brands?"
houses_haute_couture_question = "Which fashion houses have produced haute couture collections?"
houses_active_decade_question = "Which fashion houses were active during the $x decade?"
houses_most_collections_question = "Which fashion houses have the most collections recorded in the database?"

# Fashion Collections
designer_worked_on_collections_question = "Which fashion collections did $x work on?"
collections_inspired_by_theme_question = "Which fashion house produced a collection inspired by $x theme?"
collections_high_critical_acclaim_question = "Which collections received the highest critical acclaim?"
collections_historical_references_question = "Which collections feature references to historical fashion styles?"
collections_sustainability_theme_question = "Which collections include sustainability as a key theme?"
collections_per_house_per_year_question = "How many collections did each fashion house produce in year $x?"
collections_avant_garde_question = "Which collections have been described as avant-garde?"
collections_stylistic_similarity_question = "Which collections share stylistic similarities with $x?"
collections_evolution_over_time_question = "How has the style of $x fashion house evolved over the years?"
collections_shown_at_fashion_week_question = "Which collections were showcased at $x fashion week?"

# Designers & Fashion Houses
studied_then_director_question = "Which designers who studied at $x fashion school later became creative directors at $y fashion house?"
worked_at_both_houses_question = "Which designers have worked at both $x and $y fashion houses?"
launched_label_after_working_question = "Which designers who launched their own fashion labels had previously worked at $x fashion house?"
won_award_then_worked_question = "Which designers who won the $x award also worked for $y fashion house?"
lived_in_city_and_director_question = "Which designers who lived in $x city have worked as creative directors for $y fashion house?"
worked_for_three_houses_question = "Which designers have worked for at least three different fashion houses during their career?"
designed_for_two_brands_same_year_question = "Which designers who were creative directors at $x fashion house also designed collections for another brand in the same year?"
creative_director_and_label_founder_question = "Which designers were both fashion house creative directors and independent label founders at the same time?"
collaborated_with_two_houses_question = "Which designers have collaborated with both $x and $y fashion houses?"
worked_at_x_before_y_question = "Which designers worked at $x fashion house before moving to $y?"

# Designers & Collections
designed_for_multiple_houses_same_season_question = "Which designers have designed collections for multiple fashion houses in the same season?"
couture_and_ready_to_wear_question = "Which designers who specialized in haute couture have also designed ready-to-wear collections?"
similar_theme_collections_question = "Which designers who worked on $x collection had previously worked on a similar-themed collection for another brand?"
award_winner_inspired_by_history_question = "Which designers who have won an award have produced a collection inspired by $x historical period?"
alma_mater_referenced_in_collection_question = "Which designers who studied at $x school designed a collection that referenced their alma mater?"

# Fashion Houses & Collections
same_historical_period_collections_question = "Which fashion houses have produced collections inspired by the same historical period?"
collaborations_with_artists_question = "Which fashion houses have produced collections featuring collaborations with artists from $x field (e.g., photography, sculpture, film)?"
change_director_different_collection_question = "Which fashion houses have changed creative directors and immediately released a significantly different collection?"
avant_garde_and_minimalist_question = "Which fashion houses have produced both avant-garde and minimalist collections?"
inspired_by_other_brands_question = "Which fashion houses have produced a collection inspired by a previous designer’s work from another brand?"

# Multi-Category (Designers, Houses, Collections)
designer_worked_house_then_influenced_question = "Which designers who worked for $x fashion house also designed a collection influenced by $y movement?"
designer_lived_in_city_referenced_collection_question = "Which designers who lived in $x city during year $y produced a collection with references to that place?"
multiple_designers_same_collection_question = "Which fashion houses have had at least three designers contribute to the same collection?"
worked_elsewhere_during_collection_question = "Which collections were created by a designer who was also working at another fashion house at the time?"
education_influenced_collection_question = "Which fashion collections were influenced by a designer’s education at $x fashion school?"

# Designers & Fashion Houses
studied_then_director_question = "Which designers who studied at $x fashion school later became creative directors at $y fashion house?"
worked_at_both_houses_question = "Which designers have worked at both $x and $y fashion houses?"
launched_label_after_working_question = "Which designers who launched their own fashion labels had previously worked at $x fashion house?"
won_award_then_worked_question = "Which designers who won the $x award also worked for $y fashion house?"
lived_in_city_and_director_question = "Which designers who lived in $x city have worked as creative directors for $y fashion house?"
worked_for_three_houses_question = "Which designers have worked for at least three different fashion houses during their career?"
designed_for_two_brands_same_year_question = "Which designers who were creative directors at $x fashion house also designed collections for another brand in the same year?"
creative_director_and_label_founder_question = "Which designers were both fashion house creative directors and independent label founders at the same time?"
collaborated_with_two_houses_question = "Which designers have collaborated with both $x and $y fashion houses?"
worked_at_x_before_y_question = "Which designers worked at $x fashion house before moving to $y?"

# Designers & Collections
designed_for_multiple_houses_same_season_question = "Which designers have designed collections for multiple fashion houses in the same season?"
couture_and_ready_to_wear_question = "Which designers who specialized in haute couture have also designed ready-to-wear collections?"
similar_theme_collections_question = "Which designers who worked on $x collection had previously worked on a similar-themed collection for another brand?"
award_winner_inspired_by_history_question = "Which designers who have won an award have produced a collection inspired by $x historical period?"
alma_mater_referenced_in_collection_question = "Which designers who studied at $x school designed a collection that referenced their alma mater?"

# Fashion Houses & Collections
same_historical_period_collections_question = "Which fashion houses have produced collections inspired by the same historical period?"
collaborations_with_artists_question = "Which fashion houses have produced collections featuring collaborations with artists from $x field (e.g., photography, sculpture, film)?"
change_director_different_collection_question = "Which fashion houses have changed creative directors and immediately released a significantly different collection?"
avant_garde_and_minimalist_question = "Which fashion houses have produced both avant-garde and minimalist collections?"
inspired_by_other_brands_question = "Which fashion houses have produced a collection inspired by a previous designer’s work from another brand?"

# Multi-Category (Designers, Houses, Collections)
designer_worked_house_then_influenced_question = "Which designers who worked for $x fashion house also designed a collection influenced by $y movement?"
designer_lived_in_city_referenced_collection_question = "Which designers who lived in $x city during year $y produced a collection with references to that place?"
multiple_designers_same_collection_question = "Which fashion houses have had at least three designers contribute to the same collection?"
worked_elsewhere_during_collection_question = "Which collections were created by a designer who was also working at another fashion house at the time?"
education_influenced_collection_question = "Which fashion collections were influenced by a designer’s education at $x fashion school?"