Best way to call an asynchronous function within map?

update in 2018: Promise.all async function within map callback is easier to implement:

    let firebaseData = await Promise.all(teachers.map(async teacher => {
        return {
            name: teacher.title,
            description: teacher.body_html,
            image: await urlToBase64(teacher.summary_html.match(/src="(.*?)"/)[1]),
            city: metafieldTeacherData[teacher.id].city,
            country: metafieldTeacherData[teacher.id].country,
            state: metafieldTeacherData[teacher.id].state,
            studioName: metafieldTeacherData[teacher.id].studioName,
            studioURL: metafieldTeacherData[teacher.id].studioURL
        }
    }));


async function urlToBase64(url) {
  return request.get(url, function (error, response, body) {
    if (!error && response.statusCode == 200) {
      return "data:" + response.headers["content-type"] + ";base64," + new Buffer(body).toString('base64');
    }
  });
}

Edit@2018/04/29: I put the general example for everyone:

Edit@2019/06/19 : async/await should have try/catch to handle errors to make your process continue working in case of some of requests failed.

let data = await Promise.all(data.map(async (item) => {
      try {
      item.fetchItem = await fetchFunc(item.fetchParams);

      return item; 
      } catch(error) {
         return {...item, error } ;
      }
  }));
  /* we can filter errors in data and retry later 
   * eg:
   * const errorItems = data.filter(item => !!item.error)
   */