How to use the etk.etk.ETK function in etk
To help you get started, we’ve selected a few etk examples, based on popular ways it is used in public projects.
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usc-isi-i2 / dig-text-similarity-search / preprocessing / etk_split_sents.py View on Github 
def gen_split(doc_gen):
etk = ETK(modules=SentenceSplitter)
for d in doc_gen:
doc = etk.create_document(d)
yield etk.process_ems(doc)def model_data(properties_file_path, output_file_path) -> None:
"""
This function generates triples for user defined properties for uploading them to wikidata
:return:
"""
# stream = open(Path.cwd().parent / "Datasets/new-property-configuration.yaml", 'r', encoding='utf8')
stream = open(properties_file_path, 'r', encoding='utf8')
yaml_data = yaml.safe_load(stream)
# initialize
kg_schema = KGSchema()
kg_schema.add_schema('@prefix : .', 'ttl')
etk = ETK(kg_schema=kg_schema, modules=ETKModule)
doc = etk.create_document({}, doc_id="http://isi.edu/default-ns/projects")
# bind prefixes
doc.kg.bind('wikibase', 'http://wikiba.se/ontology#')
doc.kg.bind('wd', 'http://www.wikidata.org/entity/')
doc.kg.bind('wdt', 'http://www.wikidata.org/prop/direct/')
doc.kg.bind('wdtn', 'http://www.wikidata.org/prop/direct-normalized/')
doc.kg.bind('wdno', 'http://www.wikidata.org/prop/novalue/')
doc.kg.bind('wds', 'http://www.wikidata.org/entity/statement/')
doc.kg.bind('wdv', 'http://www.wikidata.org/value/')
doc.kg.bind('wdref', 'http://www.wikidata.org/reference/')
doc.kg.bind('p', 'http://www.wikidata.org/prop/')
doc.kg.bind('pr', 'http://www.wikidata.org/prop/reference/')
doc.kg.bind('prv', 'http://www.wikidata.org/prop/reference/value/')
doc.kg.bind('prn', 'http://www.wikidata.org/prop/reference/value-normalized/')
doc.kg.bind('ps', 'http://www.wikidata.org/prop/statement/')def generate_triples(user_id: str, resolved_excel: list, sparql_endpoint: str, filetype: str = 'ttl') -> str:
"""
This function uses ETK to generate the RDF triples
:param user_id:
:param resolved_excel:
:param sparql_endpoint:
:param filetype:
:return:
"""
# initialize
kg_schema = KGSchema()
kg_schema.add_schema('@prefix : .', 'ttl')
etk = ETK(kg_schema=kg_schema, modules=ETKModule)
doc = etk.create_document({}, doc_id="http://isi.edu/default-ns/projects")
# bind prefixes
doc.kg.bind('wikibase', 'http://wikiba.se/ontology#')
doc.kg.bind('wd', 'http://www.wikidata.org/entity/')
doc.kg.bind('wdt', 'http://www.wikidata.org/prop/direct/')
doc.kg.bind('wdtn', 'http://www.wikidata.org/prop/direct-normalized/')
doc.kg.bind('wdno', 'http://www.wikidata.org/prop/novalue/')
doc.kg.bind('wds', 'http://www.wikidata.org/entity/statement/')
doc.kg.bind('wdv', 'http://www.wikidata.org/value/')
doc.kg.bind('wdref', 'http://www.wikidata.org/reference/')
doc.kg.bind('p', 'http://www.wikidata.org/prop/')
doc.kg.bind('pr', 'http://www.wikidata.org/prop/reference/')
doc.kg.bind('prv', 'http://www.wikidata.org/prop/reference/value/')
doc.kg.bind('prn', 'http://www.wikidata.org/prop/reference/value-normalized/')
doc.kg.bind('ps', 'http://www.wikidata.org/prop/statement/')def generate_triples(user_id: str, resolved_excel: list, sparql_endpoint: str, filetype: str = 'ttl',
created_by: str = 't2wml') -> str:
"""
This function uses ETK to generate the RDF triples
:param user_id:
:param resolved_excel:
:param sparql_endpoint:
:param filetype:
:return:
"""
# initialize
kg_schema = KGSchema()
kg_schema.add_schema('@prefix : .', 'ttl')
etk = ETK(kg_schema=kg_schema, modules=ETKModule)
doc = etk.create_document({}, doc_id="http://isi.edu/default-ns/projects")
property_type_map = property_type_dict
# bind prefixes
doc.kg.bind('wikibase', 'http://wikiba.se/ontology#')
doc.kg.bind('wd', 'http://www.wikidata.org/entity/')
doc.kg.bind('wdt', 'http://www.wikidata.org/prop/direct/')
doc.kg.bind('wdtn', 'http://www.wikidata.org/prop/direct-normalized/')
doc.kg.bind('wdno', 'http://www.wikidata.org/prop/novalue/')
doc.kg.bind('wds', 'http://www.wikidata.org/entity/statement/')
doc.kg.bind('wdv', 'http://www.wikidata.org/value/')
doc.kg.bind('wdref', 'http://www.wikidata.org/reference/')
doc.kg.bind('p', 'http://www.wikidata.org/prop/')
doc.kg.bind('pr', 'http://www.wikidata.org/prop/reference/')
doc.kg.bind('prv', 'http://www.wikidata.org/prop/reference/value/')
doc.kg.bind('prn', 'http://www.wikidata.org/prop/reference/value-normalized/')
