import pytest from mem0.memory.utils import remove_spaces_from_entities, sanitize_relationship_for_cypher class TestRemoveSpacesFromEntities: """ Covers behavior used by Neo4j, Memgraph (sanitize_relationship=True), Kuzu, and Neptune (sanitize_relationship=False). All backends delegate here. """ @pytest.mark.parametrize( "sanitize", [True, False], ids=["cypher_sanitized", "plain"], ) def test_filters_empty_and_incomplete_dicts(self, sanitize): mixed = [ {}, {"source": "a"}, {"source": "a", "relationship": "r"}, {"source": "x", "relationship": "rel", "destination": "y"}, ] out = remove_spaces_from_entities(mixed, sanitize_relationship=sanitize) assert len(out) == 1 assert out[0]["source"] == "x" assert out[0]["destination"] == "y" @pytest.mark.parametrize("sanitize", [True, False]) def test_all_empty_returns_empty(self, sanitize): assert remove_spaces_from_entities([{}, {}, {}], sanitize_relationship=sanitize) == [] def test_skips_non_dict_entries(self): assert remove_spaces_from_entities([None, "not-a-dict", 123, {"source": "a", "relationship": "r", "destination": "b"}]) == [ {"source": "a", "relationship": "r", "destination": "b"} ] def test_sanitize_true_relationship_uses_sanitizer(self): """Neo4j / Memgraph path: special characters mapped via sanitize_relationship_for_cypher.""" entities = [{"source": "A", "relationship": "x/y", "destination": "B"}] out = remove_spaces_from_entities(entities, sanitize_relationship=True) assert out[0]["relationship"] == sanitize_relationship_for_cypher("x/y".lower().replace(" ", "_")) def test_sanitize_false_relationship_plain_only(self): """Kuzu / Neptune path: only lowercase and spaces to underscores.""" entities = [{"source": "A", "relationship": "Works At", "destination": "B Co"}] out = remove_spaces_from_entities(entities, sanitize_relationship=False) assert out[0]["relationship"] == "works_at" assert out[0]["source"] == "a" assert out[0]["destination"] == "b_co" def test_sanitize_true_vs_false_slash_in_relationship(self): """Slash is rewritten when sanitizing (Cypher path); kept as-is for plain path.""" base = {"source": "s", "relationship": "a/b", "destination": "d"} t = remove_spaces_from_entities([dict(base)], sanitize_relationship=True)[0]["relationship"] f = remove_spaces_from_entities([dict(base)], sanitize_relationship=False)[0]["relationship"] assert t == sanitize_relationship_for_cypher("a/b") assert f == "a/b"