private async Task <LastDetectionResult> DetectLastAsync(AnomalyDetectorClient client, Guid model_id)
{
Console.WriteLine("Start detect...");
List <VariableValues> variables = new List <VariableValues>();
variables.Add(new VariableValues("variables_name1", new[] { "2021-01-01 00:00:00", "2021-01-01 01:00:00", "2021-01-01 02:00:00" }, new[] { 0.0f, 0.0f, 0.0f }));
variables.Add(new VariableValues("variables_name2", new[] { "2021-01-01 00:00:00", "2021-01-01 01:00:00", "2021-01-01 02:00:00" }, new[] { 0.0f, 0.0f, 0.0f }));
LastDetectionRequest lastDetectionRequest = new LastDetectionRequest(variables, 1);
try
{
Response <LastDetectionResult> response = await client.LastDetectAnomalyAsync(model_id, lastDetectionRequest).ConfigureAwait(false);
if (response.GetRawResponse().Status == 200)
{
foreach (AnomalyState state in response.Value.Results)
{
Console.WriteLine(String.Format("timestamp: {}, isAnomaly: {}, score: {}.", state.Timestamp, state.Value.IsAnomaly, state.Value.Score));
}
}
return(response);
}
catch (RequestFailedException ex)
{
Console.WriteLine(String.Format("Last detection failed: {0}", ex.Message));
throw;
}
catch (Exception ex)
{
Console.WriteLine(String.Format("Detection error. {0}", ex.Message));
throw;
}
}
public virtual Response <LastDetectionResult> LastDetectAnomaly(Guid modelId, LastDetectionRequest body, CancellationToken cancellationToken = default)
{
using var scope = _clientDiagnostics.CreateScope("AnomalyDetectorClient.LastDetectAnomaly");
scope.Start();
try
{
return(RestClient.LastDetectAnomaly(modelId, body, cancellationToken));
}
catch (Exception e)
{
scope.Failed(e);
throw;
}
}
public virtual async Task <Response <LastDetectionResult> > LastDetectAnomalyAsync(Guid modelId, LastDetectionRequest body, CancellationToken cancellationToken = default)
{
using var scope = _clientDiagnostics.CreateScope("AnomalyDetectorClient.LastDetectAnomaly");
scope.Start();
try
{
return(await RestClient.LastDetectAnomalyAsync(modelId, body, cancellationToken).ConfigureAwait(false));
}
catch (Exception e)
{
scope.Failed(e);
throw;
}
}
