"""Test SQL database wrapper with schema support. Using DuckDB as SQLite does not support schemas. """ from sqlalchemy import ( Column, Integer, MetaData, Sequence, String, Table, create_engine, event, insert, schema, ) from langchain.sql_database import _TEMPLATE_PREFIX, SQLDatabase metadata_obj = MetaData() event.listen(metadata_obj, "before_create", schema.CreateSchema("schema_a")) event.listen(metadata_obj, "before_create", schema.CreateSchema("schema_b")) user = Table( "user", metadata_obj, Column("user_id", Integer, Sequence("user_id_seq"), primary_key=True), Column("user_name", String, nullable=False), schema="schema_a", ) company = Table( "company", metadata_obj, Column("company_id", Integer, Sequence("company_id_seq"), primary_key=True), Column("company_location", String, nullable=False), schema="schema_b", ) def test_table_info() -> None: """Test that table info is constructed properly.""" engine = create_engine("duckdb:///:memory:") metadata_obj.create_all(engine) db = SQLDatabase(engine, schema="schema_a") output = db.table_info output = output[len(_TEMPLATE_PREFIX) :] expected_output = ( "Table 'user' has columns: {'user_id': ['INTEGER'], 'user_name': ['VARCHAR']}" ) assert output == expected_output def test_sql_database_run() -> None: """Test that commands can be run successfully and returned in correct format.""" engine = create_engine("duckdb:///:memory:") metadata_obj.create_all(engine) stmt = insert(user).values(user_id=13, user_name="Harrison") with engine.begin() as conn: conn.execute(stmt) db = SQLDatabase(engine, schema="schema_a") command = 'select user_name from "user" where user_id = 13' output = db.run(command) expected_output = "[('Harrison',)]" assert output == expected_output