def test_userdefined_dataset():
custom_dataset_path = os.path.join(
os.path.dirname(os.path.abspath(__file__)), 'resource',
'custom_dataset')
knowledge_graph = KnowledgeGraph(dataset="userdefineddataset",
custom_dataset_path=custom_dataset_path)
knowledge_graph.prepare_data()
knowledge_graph.dump()
knowledge_graph.read_cache_data('triplets_train')
knowledge_graph.read_cache_data('triplets_test')
knowledge_graph.read_cache_data('triplets_valid')
knowledge_graph.read_cache_data('hr_t')
knowledge_graph.read_cache_data('tr_h')
knowledge_graph.read_cache_data('idx2entity')
knowledge_graph.read_cache_data('idx2relation')
knowledge_graph.read_cache_data('entity2idx')
knowledge_graph.read_cache_data('relation2idx')
knowledge_graph.dataset.read_metadata()
knowledge_graph.dataset.dump()
assert knowledge_graph.kg_meta.tot_train_triples == 1
assert knowledge_graph.kg_meta.tot_test_triples == 1
assert knowledge_graph.kg_meta.tot_valid_triples == 1
assert knowledge_graph.kg_meta.tot_entity == 6
assert knowledge_graph.kg_meta.tot_relation == 3
def test_fb15k_meta():
"""Function to test the the knowledge graph parse for Freebase and basic operations."""
knowledge_graph = KnowledgeGraph(dataset="freebase15k")
knowledge_graph.force_prepare_data()
knowledge_graph.dump()
assert knowledge_graph.is_cache_exists()
knowledge_graph.prepare_data()
knowledge_graph.dataset.read_metadata()
knowledge_graph.dataset.dump()
def test_fb15k_manipulate():
"""Function to test the the knowledge graph parse for Freebase and basic operations."""
knowledge_graph = KnowledgeGraph(dataset="freebase15k")
knowledge_graph.force_prepare_data()
knowledge_graph.dump()
knowledge_graph.read_cache_data('triplets_train')
knowledge_graph.read_cache_data('triplets_test')
knowledge_graph.read_cache_data('triplets_valid')
knowledge_graph.read_cache_data('hr_t')
knowledge_graph.read_cache_data('tr_h')
knowledge_graph.read_cache_data('idx2entity')
knowledge_graph.read_cache_data('idx2relation')
knowledge_graph.read_cache_data('entity2idx')
knowledge_graph.read_cache_data('relation2idx')
def test_known_datasets(dataset_name):
"""Function to test the the knowledge graph parse for Freebase."""
knowledge_graph = KnowledgeGraph(dataset=dataset_name)
knowledge_graph.force_prepare_data()
assert len(knowledge_graph.dump()) == 9
assert knowledge_graph.is_cache_exists()
kg_metadata = knowledge_graph.dataset.read_metadata()
assert kg_metadata.tot_triple > 0
assert kg_metadata.tot_valid_triples > 0
assert kg_metadata.tot_test_triples > 0
assert kg_metadata.tot_train_triples > 0
assert kg_metadata.tot_relation > 0
assert kg_metadata.tot_entity > 0
assert len(knowledge_graph.read_cache_data('triplets_train')) > 0
assert len(knowledge_graph.read_cache_data('triplets_test')) > 0
assert len(knowledge_graph.read_cache_data('triplets_valid')) > 0
assert len(knowledge_graph.read_cache_data('hr_t')) > 0
assert len(knowledge_graph.read_cache_data('tr_h')) > 0
assert len(knowledge_graph.read_cache_data('idx2entity')) > 0
assert len(knowledge_graph.read_cache_data('idx2relation')) > 0
assert len(knowledge_graph.read_cache_data('entity2idx')) > 0
assert len(knowledge_graph.read_cache_data('relation2idx')) > 0
def test_benchmarks(dataset_name):
"""Function to test the the knowledge graph parse for Freebase."""
knowledge_graph = KnowledgeGraph(dataset=dataset_name)
knowledge_graph.force_prepare_data()
knowledge_graph.dump()