The man is described as Maori or Pacific Islander, of solid build with short shaven hair and was wearing running clothes.
The woman is being supported by her friends and family and Victim Support.
Anyone who saw anything suspicious in Charles Street or the surrounding area are urged to contact Hastings Police on (06) 873 0500, or Crimestoppers anonymously on 0800 555 111.