public static String PredictCallOutRegression(Models.PredictModel model)
{
using (var client = new HttpClient())
{
var scoreRequest = new
{
Inputs = new Dictionary <string, StringTable>()
{
{
"input1",
new StringTable()
{
//int iswkday = isWeekend(model.date);
//if(model.date.Day)
ColumnNames = new string[] { "SquareID", "CountryCode", "SMSInActivity", "SMSOutActivity", "CallInActivity", "InternetTrafficActivity", "day", "hour", "DayOfWeek", "Weekday" },
Values = new string[, ] {
{ model.squareID.ToString(), model.countryCode.ToString(), model.smsInActivity.ToString(), model.smsOutActivity.ToString(), model.callInActivity.ToString(), model.internetTrafficActivity.ToString(), model.date.Day.ToString(), model.date.Hour.ToString(), ((int)model.date.DayOfWeek).ToString(), isWeekend(model.date).ToString() }
}
}
},
},
GlobalParameters = new Dictionary <string, string>()
{
}
};
const string apiKey = "+5BQkAwauCU2pE7eCWZEudVjoX3ZeBNS6mxOemEJASWiGNvx/6WrsTNngw7y6t3tTRKzr4LXUvM3/rXznwRZwg=="; // Replace this with the API key for the web service
client.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", apiKey);
client.BaseAddress = new Uri("https://ussouthcentral.services.azureml.net/workspaces/27283ce47c2b45d4af792fcf22e0cedd/services/41b2531e66264eb1b0821cd809b149a9/execute?api-version=2.0&details=true");
// WARNING: The 'await' statement below can result in a deadlock if you are calling this code from the UI thread of an ASP.Net application.
// One way to address this would be to call ConfigureAwait(false) so that the execution does not attempt to resume on the original context.
// For instance, replace code such as:
// result = await DoSomeTask()
// with the following:
// result = await DoSomeTask().ConfigureAwait(false)
HttpResponseMessage response = client.PostAsJsonAsync("", scoreRequest).Result;
if (response.IsSuccessStatusCode)
{
string jsonDoc = response.Content.ReadAsStringAsync().Result;
var ResponseBody = JsonConvert.DeserializeObject <RRSResponse>(jsonDoc);
return(ResponseBody.Results.output1.value.Values[0][10]);
}
else
{
return("Error");
}
}
}
public static String Classify(Models.PredictModel model)
{
using (var client = new HttpClient())
{
var scoreRequest = new
{
Inputs = new Dictionary <string, StringTable>()
{
{
"input1",
new StringTable()
{
ColumnNames = new string[] { "SquareID", "CountryCode", "SMSInActivity", "SMSOutActivity", "CallInActivity", "CallOutActivity", "InternetTrafficActivity", "day", "hour", "DayOfWeek", "Weekday" },
Values = new string[, ] {
{ model.squareID.ToString(), model.countryCode.ToString(), model.smsInActivity.ToString(), model.smsOutActivity.ToString(), model.callInActivity.ToString(), model.callOutActivity.ToString(), model.internetTrafficActivity.ToString(), model.date.Day.ToString(), model.date.Hour.ToString(), ((int)model.date.DayOfWeek).ToString(), isWeekend(model.date).ToString() }
}
}
},
},
GlobalParameters = new Dictionary <string, string>()
{
}
};
const string apiKey = "s8MYd8qKR47LhrTvmF1vTh/a1VhhtyAE9pBN0n/hRhlXG88hCHgO8YnlgMMOl7N118XicbEWBCmeHxiTiQpxDA=="; // Replace this with the API key for the web service
client.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", apiKey);
client.BaseAddress = new Uri("https://ussouthcentral.services.azureml.net/workspaces/27283ce47c2b45d4af792fcf22e0cedd/services/ac33e8d97d224a18876f9aa484993d2d/execute?api-version=2.0&details=true");
// WARNING: The 'await' statement below can result in a deadlock if you are calling this code from the UI thread of an ASP.Net application.
// One way to address this would be to call ConfigureAwait(false) so that the execution does not attempt to resume on the original context.
// For instance, replace code such as:
// result = await DoSomeTask()
// with the following:
// result = await DoSomeTask().ConfigureAwait(false)
HttpResponseMessage response = client.PostAsJsonAsync("", scoreRequest).Result;
if (response.IsSuccessStatusCode)
{
string jsonDoc = response.Content.ReadAsStringAsync().Result;
var ResponseBody = JsonConvert.DeserializeObject <RRSResponse>(jsonDoc);
return(ResponseBody.Results.output1.value.Values[0][11] + "-" + ResponseBody.Results.output1.value.Values[0][12]);
}
else
{
return("Error");
}
}
}
