public static async Task<GenderizeResult> GenderizeName(string name, string country)
{
// if there's a cached entry for this first name and country, return it
if (Cache.ContainsKey(name + "_" + country))
{
if (Cache[name + "_" + country] == null)
return null;
// well, return it only if it meets the confidence and count requirements
if((Cache[name + "_" + country].Probability>=ProbabilityThreshold)&&(Cache[name + "_" + country].Count>=CountThreshold))
return Cache[name + "_" + country];
}
else
{
HttpClient client = new HttpClient();
// query the API to infer gender from the first name AND the country of the user
string query = string.Format("https://api.genderize.io/?name={0}&country_id={1}{2}", name, country, (ApiKey != String.Empty) ? "&apikey=" + ApiKey : string.Empty);
var response = client.GetAsync(query).Result;
if (response.IsSuccessStatusCode)
{
JObject jo = JObject.Parse(await response.Content.ReadAsStringAsync());
// if the gender proerty comes back as null, it's possible that there are no entries for that name in the specified country
// let's try to infer the gender from the first name alone, then
if ((string)jo["gender"] == null)
{
query = string.Format("https://api.genderize.io/?name={0}{1}", name, (ApiKey != String.Empty) ? "&apikey=" + ApiKey : string.Empty);
response = client.GetAsync(query).Result;
jo = JObject.Parse(await response.Content.ReadAsStringAsync());
}
// if we did get a gender inference
if ((string)jo["gender"] != null)
{
GenderizeResult gr = new GenderizeResult
{
Name = (string)jo["name"],
Gender = (string)jo["gender"],
Probability = (float)jo["probability"],
Count = (int)jo["count"]
};
// cache the result
Cache.Add(name + "_" + country, gr);
// if the confidence meets the thresholds, return the GenderizeResult
if ((gr.Probability >= ProbabilityThreshold) && (gr.Count >= CountThreshold))
return gr;
}
else
{
// the name was not present at all in the API.
// add placeholder in cache, so we don't keep calling the API needlessly for this name/country combination
Cache.Add(name + "_" + country, null);
}
}
}
return null;
}
// infers the gender of the current user, then recursely infers the gender mix for all of his/her reports
// populated the Reports collection in the process
// same note about 1 hour execution limit applies here
public async void GetGenderMix(string accessToken)
{
Males = Females = Undefined = Contacts = 0;
// infer account's gender
GenderData = await GenderizeProxy.GenderizeName(FirstName, Country);
// if we could not establish the user's gender
if (GenderData == null)
{
Undefined = 1;
}
else
{
// we have a successful inference. The account is the first entry for his/her own org
if (GenderData.Gender == "male")
{
Males = 1;
}
else
{
Females = 1;
}
}
// retrieve all the direct reports of the current account
string[] upnComponents = UPN.Split('@');
string alias = upnComponents[0];
string domain = upnComponents[1];
string reportsQuery = String.Format("https://graph.windows.net/{0}/users/{1}/directReports?api-version=1.6", domain, UPN);
HttpClient httpClient = new HttpClient();
httpClient.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", accessToken);
HttpResponseMessage response = httpClient.GetAsync(reportsQuery).Result;
if (response.IsSuccessStatusCode)
{
string rez = response.Content.ReadAsStringAsync().Result;
JObject jo = JObject.Parse(rez);
// if the account does have reports
foreach (JObject jreport in jo["value"])
{
if ((string)jreport["userPrincipalName"] != null)
{
// create an account representing the report
Account report = new Account
{
UPN = (string)jreport["userPrincipalName"],
FirstName = (string)jreport["givenName"],
Country = InferCountryFromPhoneNumber((string)jreport["telephoneNumber"]),
Reports = new List<Account>()
};
// recurse on it
report.GetGenderMix(accessToken);
// fold back into the tally the gender numbers of the sub org
Males += report.Males;
Females += report.Females;
Undefined += report.Undefined;
Contacts += report.Contacts;
// append the Account represeting the report to the Reports collection
Reports.Add(report);
}
// no UPN means that the accunt is not a User, but a Contact. We don't count those here.
else
Contacts += 1;
}
}
if (Reports.Count != 0)
Console.WriteLine(" {0}'s org - {1} males, {2} females, {3} indetermined", UPN, Males, Females, Undefined);
}
