import unittest
from data_creation import create_data


class TestDataCreation(unittest.TestCase):
    def test_process_data(self):

        result_df = create_data()

        self.assertFalse(result_df.empty)

        expected_columns = ['open', 'high', 'low', 'close', 'volume',
                            'target', '000001.SS', 'AAPL', 'CL=F',
                            'GC=F', 'HG=F', 'NVDA', '^DJI', '^GSPC',
                            '^N100', '^N225']

        for col in expected_columns:
            self.assertIn(col, result_df.columns)

        self.assertGreater(len(result_df), 3000)


if __name__ == '__main__':
    unittest.main()