"""Check reference SQL against independently generated Python answers.""" import json import pytest from sql_investigation.tasks import TASK_IDS, build_task def _assert_same_rows(actual, expected): assert len(actual) == len(expected) for actual_row, expected_row in zip(sorted(actual), sorted(expected)): assert len(actual_row) == len(expected_row) for actual_value, expected_value in zip(actual_row, expected_row): if isinstance(expected_value, float): assert actual_value == pytest.approx(expected_value, abs=1e-7) else: assert actual_value == expected_value @pytest.mark.parametrize("task_id", TASK_IDS) @pytest.mark.parametrize("seed", [*range(10), 737]) def test_oracle_matches_independent_python_answer(task_id, seed): task = build_task(task_id, seed) try: result = task.connection.execute(task.oracle_sql).fetchall() _assert_same_rows(result, task.expected_rows) assert 1 <= len(result) <= 20 assert all(isinstance(row, list) for row in task.expected_rows) json.dumps(task.expected_rows, allow_nan=False) tables = task.connection.execute( "SELECT name FROM sqlite_master WHERE type = 'table'" ).fetchall() assert tables assert not any( "answer" in name or "oracle" in name or "expected" in name for (name,) in tables ) total_rows = sum( task.connection.execute(f'SELECT COUNT(*) FROM "{name}"').fetchone()[0] for (name,) in tables ) assert 30 <= total_rows <= 200 finally: task.connection.close() @pytest.mark.parametrize("task_id", TASK_IDS) def test_tasks_are_reproducible_and_seed_sensitive(task_id): first = build_task(task_id, 42) same = build_task(task_id, 42) other = build_task(task_id, 43) try: assert first.instruction == same.instruction assert first.schema == same.schema assert first.expected_rows == same.expected_rows assert list(first.connection.iterdump()) == list(same.connection.iterdump()) assert first.expected_rows != other.expected_rows assert list(first.connection.iterdump()) != list(other.connection.iterdump()) finally: first.connection.close() same.connection.close() other.connection.close() def test_unknown_task_is_rejected(): with pytest.raises(ValueError, match="Unknown task_id"): build_task("not_a_task", 0)