I want to get full message body. So I try:
Message gmailMessage = service.users().messages().get(\"me\", messageId).setFormat(\"full\").execute();
To get the data from your gmailMessage, you can use gmailMessage.payload.parts[0].body.data. If you want to decode it into readable text, you can do the following:
import org.apache.commons.codec.binary.Base64;
import org.apache.commons.codec.binary.StringUtils;
System.out.println(StringUtils.newStringUtf8(Base64.decodeBase64(gmailMessage.payload.parts[0].body.data)));