from time import sleep
import SPARQLWrapper
import requests
BASE_URL = "https://dbpedia.org/sparql"
TYPE = SPARQLWrapper.CSV
TIMEOUT_SECONDS = int(10)
LIMIT = int(1E6)
OFFSET = LIMIT
INITIAL_OFFSET = 0
MAX_PAGES = int(1E2)
FILE_URI = "./Assets/Dataset/1-hop/dataset.csv"
QUERY = """
PREFIX dbo:
PREFIX dbp:
PREFIX dbr:
SELECT ?subject, ?relationship, ?object
WHERE {
?subject ?relationship ?object .
?object rdf:type dbo:Film .
FILTER (?relationship != )
}"""
def main():
for page in range(INITIAL_OFFSET, MAX_PAGES):
print(f"Starting to get page {page}")
CURRENT_OFFSET = OFFSET * page
sparql = SPARQLWrapper.SPARQLWrapper(BASE_URL)
sparql.setReturnFormat(TYPE)
CURRENT_PAGE_QUERY = "\n".join([
QUERY,
f"LIMIT {LIMIT}",
f"OFFSET {CURRENT_OFFSET}"
])
print(f"\nCurrent Query:\n{CURRENT_PAGE_QUERY}\n")
sparql.setQuery(CURRENT_PAGE_QUERY)
try:
res = sparql.queryAndConvert()
text = ""
if type(res) == bytes:
initial_offset = 0
if page != 0:
initial_offset = 1
lines = res.decode("utf-8", "ignore").split("\n")
text = "\n".join(lines[initial_offset:])
with open(FILE_URI, "a+", encoding="utf-8") as dataset:
print(f"Writing page {page} on {FILE_URI}")
dataset.write(
text
)
except Exception as ex:
print(f"Something went wrong during page {page}:\n\t{ex}")
print(f"Sleeping for {TIMEOUT_SECONDS}")
sleep(TIMEOUT_SECONDS)
main()