Complex sentence: On December, 19th they arrived in Amsterdam and Malagotti, who might have done some preparations for the Duke's travel, joined him.
Split into simpler sentences: On December, 19th they arrived in Amsterdam. From there Malagotti, who might have done some preparations for the Duke's travel, joined him.