static void Main(string[] args)
{
if (args.Length != 1)
{
Console.WriteLine(Properties.Resources.Instructions.Replace(@"\n", Environment.NewLine));
PressAnyKey();
return;
}
else
{
string serialNumber = args[0];
// Try to parse
try
{
dynamic trademarkFile = JsonConvert.DeserializeObject(DAO.TsdrDAO.GetApplicationData(serialNumber));
Casefile casefile = Services.Parser.TrademarkFileToCasefile(trademarkFile);
// Make prediction
MLContext mlContext = new MLContext();
ITransformer model = GetModel(mlContext, "ML" + Path.DirectorySeparatorChar + AllApplicationsModel);
var prediction = Predict(mlContext, model, casefile);
// Output results
ShowPrediction(prediction);
}
catch (Exception ex)
{
Console.WriteLine("Error parsing data: " + ex.Message);
}
}
}
public static Casefile TrademarkFileToCasefile(dynamic trademarkFile)
{
string markLiteralElements = trademarkFile.trademarks[0].status.markElement;
int ownerTypeId = trademarkFile.trademarks[0].parties.ownerGroups["10"][0].entityType.code;
string attorney = trademarkFile.trademarks[0].status.correspondence.attorneyName;
string allGoodsAndServices = string.Empty;
List <int> classIds = new List <int>();
IEnumerable <object> gsList = trademarkFile.trademarks[0].gsList;
foreach (dynamic d in gsList)
{
allGoodsAndServices += d.description;
classIds.Add((int)d.internationalClasses[0].code);
}
Casefile casefile = new Casefile(markLiteralElements,
ownerTypeId,
classIds.Count,
allGoodsAndServices,
attorney,
ClassIdListToBoolArray(classIds),
false);
return(casefile);
}
private static bool Predict(MLContext mlContext, ITransformer model, Casefile casefile)
{
PredictionEngine <Casefile, CasefilePrediction> predictionFunction = mlContext.Model.CreatePredictionEngine <Casefile, CasefilePrediction>(model);
var resultPrediction = predictionFunction.Predict(casefile);
return(resultPrediction.Prediction);
}
public async Task <int> Handle(CreateCasefileCommand command, CancellationToken cancelToken)
{
var casefile = new Casefile
{
PatientId = command.PatientId,
Name = command.Name,
Created = DateTime.UtcNow
};
_dbContext.Casefiles.Add(casefile);
await _dbContext.SaveChangesAsync(cancelToken);
return(casefile.Id);
}
