import unittest from unittest.mock import MagicMock, patch import sys import os # Add project root to path sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), "../.."))) from semantica.semantic_extract.ner_extractor import NERExtractor from semantica.semantic_extract.relation_extractor import RelationExtractor from semantica.semantic_extract.triple_extractor import TripleExtractor from semantica.semantic_extract.named_entity_recognizer import Entity from semantica.semantic_extract.relation_extractor import Relation class TestExtractors(unittest.TestCase): def test_ner_extractor_initialization(self): """Test NERExtractor initialization and circular import resolution""" try: extractor = NERExtractor(method="pattern") self.assertIsNotNone(extractor) except ImportError as e: self.fail(f"NERExtractor initialization failed with ImportError: {e}") def test_relation_extractor_initialization(self): """Test RelationExtractor initialization and circular import resolution""" try: extractor = RelationExtractor(method="pattern") self.assertIsNotNone(extractor) except ImportError as e: self.fail(f"RelationExtractor initialization failed with ImportError: {e}") def test_triple_extractor_initialization(self): """Test TripleExtractor initialization and circular import resolution""" try: extractor = TripleExtractor(method="pattern") self.assertIsNotNone(extractor) except ImportError as e: self.fail(f"TripleExtractor initialization failed with ImportError: {e}") @patch("semantica.semantic_extract.methods.get_entity_method") def test_ner_extraction(self, mock_get_method): """Test NER extraction call""" mock_method = MagicMock() mock_method.extract_entities.return_value = [] mock_get_method.return_value = mock_method extractor = NERExtractor(method="pattern") entities = extractor.extract_entities("Test text") self.assertIsInstance(entities, list) mock_get_method.assert_called() @patch("semantica.semantic_extract.methods.get_relation_method") def test_relation_extraction(self, mock_get_method): """Test relation extraction call""" mock_method = MagicMock() mock_method.extract_relations.return_value = [] mock_get_method.return_value = mock_method extractor = RelationExtractor(method="pattern") entities = [Entity(text="A", label="PERSON", start_char=0, end_char=1), Entity(text="B", label="PERSON", start_char=5, end_char=6)] relations = extractor.extract_relations("A knows B", entities) self.assertIsInstance(relations, list) mock_get_method.assert_called() @patch("semantica.semantic_extract.methods.get_triple_method") def test_triple_extraction(self, mock_get_method): """Test triple extraction call""" mock_method = MagicMock() mock_method.extract_triples.return_value = [] mock_get_method.return_value = mock_method extractor = TripleExtractor(method="pattern") entities = [Entity(text="A", label="PERSON", start_char=0, end_char=1)] relations = [Relation(subject=entities[0], object=entities[0], predicate="knows")] triples = extractor.extract_triples("A knows A", entities, relations) self.assertIsInstance(triples, list) mock_get_method.assert_called() if __name__ == "__main__": unittest.main()