public void ProcessCorona()
{
using (var cc = CC.GetCorona())
{
// Pobranie listy rekordów z bazy
var dataList = cc.Cnn.Query <corona>("SELECT * FROM corona").ToList();
// Pobranie pojedynczego rekordu
var dataItem = cc.Cnn.Query <corona>("SELECT * FROM corona WHERE id = :id")
.Bind("id", 1, typeof(Int64))
.FetchItem();
// Dodanie nowego rekordu
var img = File.ReadAllBytes(@"d:\indeks.jpg");
var img2 = File.ReadAllBytes(@"d:\csdb.png");
var newItem = new corona
{
imie = "Jan",
nazwisko = "Kowalski",
pesel = "123456",
opis = "Dobry gość",
data_po = new DateTime(1978, 1, 1),
foto = img,
};
newItem.Save(cc.Cnn);
}
}
public async Task <IActionResult> MakePredictionRequest(HomeViewModel model)
{
if (model.AttachedFile == null)
{
return(View("Index", model));
}
var client = new HttpClient();
client.DefaultRequestHeaders.Add("Prediction-Key", _config.Value.Key);
string url = _config.Value.Url;
HttpResponseMessage response;
var combinedPath = Path.Combine(_hostingEnvironment.WebRootPath, "temp");
var fileName = "org" + DateTime.Now.ToString("yyyyMMddhhmmss") + model.AttachedFile.FileName;
var fileNameNew = DateTime.Now.ToString("yyyyMMddhhmmss") + model.AttachedFile.FileName;
var filePath = Path.Combine(combinedPath, fileName);
var filePathNew = Path.Combine(combinedPath, fileNameNew);
using (var stream = new FileStream(filePath, FileMode.Create))
{
model.AttachedFile.CopyTo(stream);
}
byte[] byteData = GetImageAsByteArray(filePath);
JsonObj result = null;
using (var content = new ByteArrayContent(byteData))
{
content.Headers.ContentType = new MediaTypeHeaderValue("application/octet-stream");
response = await client.PostAsync(url, content);
var res = await response.Content.ReadAsStringAsync();
result = JsonConvert.DeserializeObject <JsonObj>(res);
}
var probability = result.Predictions.Where(x => x.TagName == "Pneumonia_Covid19").Select(x => x.Probability).FirstOrDefault();
var czyWykryto = false;
if (probability > _config.Value.Probability)
{
await SecondScan(filePath, filePathNew);
czyWykryto = true;
model.Result = $"<p class=\"text-danger info\">Additional patient health verification required </p>";
model.Src = $"/temp/{fileNameNew}";
model.Class = "zdjecie";
}
else
{
model.Src = $"/temp/{fileName}";
model.Class = "";
}
using (var cc = CC.GetCorona())
{
var img = System.IO.File.ReadAllBytes(filePath);
byte[] img2 = null;
if (czyWykryto)
{
img2 = System.IO.File.ReadAllBytes(filePathNew);
}
var newItem = new corona
{
imie = model.Imie,
nazwisko = model.Nazwisko,
pesel = model.Pesel,
opis = model.Opis,
data_po = model.Data_po,
foto = img,
foto_marked = img2,
};
newItem.Save(cc.Cnn);
}
model.Procent = Math.Round(((decimal)probability * 100m) / 1m, 2);
return(View("Index", model));
}
