// This method gets called by the runtime. Use this method to add services to the container.
public void ConfigureServices(IServiceCollection services)
{
var useInMemoryStore = !_Platform.IsRunningOnWindows || _Platform.IsRunningOnMono || _Platform.IsRunningOnNanoServer;
services.ConfigureDataContext(Configuration, useInMemoryStore);
// Register dependencies
services.ConfigureDependencies(Configuration);
services.AddCaching();
services.Configure <SecurityConfig>(Configuration.GetSection("Security"));
// Add Identity services to the services container.
services.AddIdentity <ApplicationUser, IdentityRole>()
.AddEntityFrameworkStores <SkiResortContext>()
.AddDefaultTokenProviders();
// Add framework services.
services.AddMvc().AddJsonOptions(options =>
{
options.SerializerSettings.ContractResolver =
new CamelCasePropertyNamesContractResolver();
});
// Initialize anomaly detection statics
AnomalyDetector.Initialize(Configuration);
}
public RemoteCameraViewModel(CaptureElement captureElement)
{
// Check if CaptureElement is not null and throw an exception accordingly
ArgumentCheck.IsNull(captureElement, "captureElement");
// Store reference to the CaptureElement
this.captureElement = captureElement;
// Instantiate CameraCapture and ImageProcessor
cameraCapture = new CameraCapture();
ImageProcessor = new ImageProcessor(cameraCapture);
// Instantiate CloudHelper
CloudHelper = new CloudHelper();
// Instantiate AnomalyDetector
AnomalyDetector = new AnomalyDetector();
}
static void Main(string[] args)
{
// ProcessData<ProductSalesData>("product-sales.csv", nameof(ProductSalesData.numSales));
// ProcessData<CoronavirusData>("full_data.csv", nameof(CoronavirusData.NewCases));
var filePath = Path.Combine(_dataPath, "full_data.csv");
AnomalyDetector <CoronavirusData, CoronavirusPrediction>
.SetContext()
.LoadDataFromFile(filePath)
.ManipulateData(data =>
from dailyCounts in data
where dailyCounts.Location == "Worldwide"
let parsedDate = DateTime.Parse(dailyCounts.Date)
orderby parsedDate
select dailyCounts)
.SetOptions(new AnomalyDetectorOptions(nameof(CoronavirusData.NewCases)))
.DetectSpike();
}
public async Task <IEnumerable <Lift> > GetNearByAsync(double latitude, double longitude)
{
var lifts = await _liftsRepository.GetNearByAsync(latitude, longitude);
var liftCounts = await _liftLinesRepository.LiftSkiersWaitingAsync();
var liftHistory = await _liftLinesRepository.LiftWaitHistoryAsync(TimeSpan.FromMinutes(30));
foreach (var lift in lifts)
{
lift.WaitingTime = lift.Status != LiftStatus.Open ? -1 :
ComputeWaitTime(liftCounts.FirstOrDefault(l => l.Item1 == lift.Name)?.Item2);
var history = liftHistory.Where(lh => lh.Item1 == lift.Name)
.Select(lh => Tuple.Create(lh.Item2, lh.Item3));
lift.StayAway = ShowStayAway(lift) ? true : await AnomalyDetector.SlowChairliftAsync(history);
}
return(lifts);
}
private void buttonDetectAnomalies_Click(object sender, EventArgs e)
{
List <Anomaly> anomalies_dbcc = AnomalyDetector.detectAnomaliesWithData();
List <Anomaly> anomalies_structure = AnomalyDetector.detectAnomaliesWithNoData();
string output_log = "";
output_log += "**********ANOMALY in DATA***********\n";
foreach (var item in anomalies_dbcc)
{
// string extra_summary = Trigger.getExtraSummary(item.object_id);
output_log += "\n***Anomalía del objeto " + item.object_id + ": \n" + item.summary; // + "\n" + extra_summary + "\n";
}
output_log += "\n\n**********ANOMALY STRUCTURE*************\n";
foreach (var item in anomalies_structure)
{
output_log += "\n***Anomalía structure in " + item.object_id + ": \n" + item.summary;
}
MyFileManager.writeTXT(output_log, "D://LOG_AUDITORIA_FULL_ANOMALIAS.txt");
if (anomalies_dbcc.Count + anomalies_structure.Count > 0)
{
output_log += "\n\nLOG GENERADO CON ANOMALÍAS en D://AUDITORIA_LOG_.txt";
}
else
{
output_log += "\n\nNO SE DETECTARON ANOMALÍAS";
}
this.richTextBox1.Text = output_log;
}
static public void RecreateObjectReferences()
{
dataLoader = new DHTDataLoader(LocalWebServerUrl);
anomalyDetector = new AnomalyDetector(TempMean, TempStdDev, HumMean, HumStdDev);
machineConnector = new MachineConnector($"{InteractionWebServerUrl}");
}
