public async Task <IrisPlantPredicted[]> GetIrisPrediction(IrisPlantInput irisPlantInput)
{
using (var client = new HttpClient())
{
var scoreRequest = new
{
Inputs = new Dictionary <string, List <Dictionary <string, string> > >()
{
{
"input1",
new List <Dictionary <string, string> >()
{
new Dictionary <string, string>()
{
{
"Class", "1"
},
{
"sepal-length", irisPlantInput.SepalLength.ToString()
},
{
"sepal-width", irisPlantInput.SepalWidth.ToString()
},
{
"petal-length", irisPlantInput.PetalLength.ToString()
},
{
"petal-width", irisPlantInput.PetalWidth.ToString()
},
}
}
},
},
GlobalParameters = new Dictionary <string, string>()
{
}
};
var apiKey = _configuration["IrisApi:ApiKey"];
var baseUrl = _configuration["IrisApi:BaseAddress"];
client.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", apiKey);
client.BaseAddress = new Uri(baseUrl);
HttpResponseMessage response = await client.PostAsJsonAsync("", scoreRequest);
if (response.IsSuccessStatusCode)
{
string result = await response.Content.ReadAsStringAsync();
var objResult = JObject.Parse(result);
return(JsonConvert.DeserializeObject <IrisPlantPredicted[]>(objResult["Results"]["output1"].ToString()));
}
return(new IrisPlantPredicted[0]);
}
}
public async Task <IActionResult> PredictIrisPlant(IrisPlantInput irisPlantInput)
{
if (!ModelState.IsValid)
{
return(BadRequest());
}
var irisPlantPredicted = await _irisPredictionService.GetIrisPrediction(irisPlantInput);
return(Json(irisPlantPredicted));
}
public IActionResult Index()
{
var model = new IrisPlantInput
{
SepalLength = 1D,
SepalWidth = 1D,
PetalLength = 1D,
PetalWidth = 1D
};
return(View(model));
}
