"""Test SQL database wrapper.""" from sqlalchemy import Column, Integer, MetaData, String, Table, create_engine, insert from langchain.sql_database import SQLDatabase metadata_obj = MetaData() user = Table( "user", metadata_obj, Column("user_id", Integer, primary_key=True), Column("user_name", String(16), nullable=False), ) company = Table( "company", metadata_obj, Column("company_id", Integer, primary_key=True), Column("company_location", String, nullable=False), ) def test_table_info() -> None: """Test that table info is constructed properly.""" engine = create_engine("sqlite:///:memory:") metadata_obj.create_all(engine) db = SQLDatabase(engine) output = db.table_info expected_output = ( "Table 'company' has columns: company_id (INTEGER), " "company_location (VARCHAR).", "Table 'user' has columns: user_id (INTEGER), user_name (VARCHAR(16)).", ) assert sorted(output.split("\n")) == sorted(expected_output) def test_table_info_w_sample_rows() -> None: """Test that table info is constructed properly.""" engine = create_engine("sqlite:///:memory:") metadata_obj.create_all(engine) values = [ {"user_id": 13, "user_name": "Harrison"}, {"user_id": 14, "user_name": "Chase"}, ] stmt = insert(user).values(values) with engine.begin() as conn: conn.execute(stmt) db = SQLDatabase(engine, sample_rows_in_table_info=2) output = db.table_info expected_output = ( "Table 'company' has columns: company_id (INTEGER), " "company_location (VARCHAR).\n" "Table 'user' has columns: user_id (INTEGER), " "user_name (VARCHAR(16)). Here is an example of 2 rows " "from this table (long strings are truncated):\n13 Harrison\n14 Chase" ) assert sorted(output.split("\n")) == sorted(expected_output.split("\n")) def test_sql_database_run() -> None: """Test that commands can be run successfully and returned in correct format.""" engine = create_engine("sqlite:///: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) command = "select user_name from user where user_id = 13" output = db.run(command) expected_output = "[('Harrison',)]" assert output == expected_output def test_sql_database_run_update() -> None: """Test commands which return no rows return an empty string.""" engine = create_engine("sqlite:///: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) command = "update user set user_name='Updated' where user_id = 13" output = db.run(command) expected_output = "" assert output == expected_output