Sri Lanka Cricket secretary Mohan de Silva said they suspended Shehan Madushanka pending an internal disciplinary inquiry.
Shehan Madushanka's arrest was the first time a contracted player was remanded over a drug charge.
Shehan Madushanka, 25, who took a hat-trick on his international debut in 2018, was remanded in custody for two weeks by a magistrate.