import shutil import tempfile import unittest from langchain_community.graphs import KuzuGraph EXPECTED_SCHEMA = """Node properties: [{'properties': [('name', 'STRING')], 'label': 'Movie'}, {'properties': [('name', 'STRING'), ('birthDate', 'STRING')], 'label': 'Person'}] Relationships properties: [{'properties': [], 'label': 'ActedIn'}] Relationships: ['(:Person)-[:ActedIn]->(:Movie)'] """ # noqa: E501 class TestKuzu(unittest.TestCase): def setUp(self) -> None: try: import kuzu except ImportError as e: raise ImportError( "Cannot import Python package kuzu. Please install it by running " "`pip install kuzu`." ) from e self.tmpdir = tempfile.mkdtemp() self.kuzu_database = kuzu.Database(self.tmpdir) self.conn = kuzu.Connection(self.kuzu_database) self.conn.execute("CREATE NODE TABLE Movie (name STRING, PRIMARY KEY(name))") self.conn.execute("CREATE (:Movie {name: 'The Godfather'})") self.conn.execute("CREATE (:Movie {name: 'The Godfather: Part II'})") self.conn.execute( "CREATE (:Movie {name: 'The Godfather Coda: The Death of Michael " "Corleone'})" ) self.kuzu_graph = KuzuGraph(self.kuzu_database) def tearDown(self) -> None: shutil.rmtree(self.tmpdir, ignore_errors=True) def test_query_no_params(self) -> None: result = self.kuzu_graph.query("MATCH (n:Movie) RETURN n.name ORDER BY n.name") excepted_result = [ {"n.name": "The Godfather"}, {"n.name": "The Godfather Coda: The Death of Michael Corleone"}, {"n.name": "The Godfather: Part II"}, ] self.assertEqual(result, excepted_result) def test_query_params(self) -> None: result = self.kuzu_graph.query( query="MATCH (n:Movie) WHERE n.name = $name RETURN n.name", params={"name": "The Godfather"}, ) excepted_result = [ {"n.name": "The Godfather"}, ] self.assertEqual(result, excepted_result) def test_refresh_schema(self) -> None: self.conn.execute( "CREATE NODE TABLE Person (name STRING, birthDate STRING, PRIMARY " "KEY(name))" ) self.conn.execute("CREATE REL TABLE ActedIn (FROM Person TO Movie)") self.kuzu_graph.refresh_schema() schema = self.kuzu_graph.get_schema self.assertEqual(schema, EXPECTED_SCHEMA)