internal async Task <AnomalyDetectionConfiguration> CreateMetricAnomalyDetectionConfiguration(MetricsAdvisorAdministrationClient adminClient)
{
DataFeed feed = await GetFirstDataFeed(adminClient).ConfigureAwait(false);
AnomalyDetectionConfiguration config = PopulateMetricAnomalyDetectionConfiguration(feed.MetricIds.First());
return(await adminClient.CreateMetricAnomalyDetectionConfigurationAsync(config).ConfigureAwait(false));
}
internal async Task <MetricAnomalyDetectionConfiguration> CreateMetricAnomalyDetectionConfiguration(MetricsAdvisorAdministrationClient adminClient)
{
DataFeed feed = await GetFirstDataFeed(adminClient).ConfigureAwait(false);
var config = new MetricAnomalyDetectionConfiguration(
feed.MetricIds.First(),
Recording.GenerateAlphaNumericId("Name"),
new MetricAnomalyDetectionConditions(
DetectionConditionsOperator.And,
new SmartDetectionCondition(42, AnomalyDetectorDirection.Both, new SuppressCondition(1, 67)),
new HardThresholdCondition(23, 45, AnomalyDetectorDirection.Both, new SuppressCondition(1, 50)),
new ChangeThresholdCondition(12, 5, true, AnomalyDetectorDirection.Both, new SuppressCondition(1, 1))));
return(await adminClient.CreateMetricAnomalyDetectionConfigurationAsync(config).ConfigureAwait(false));
}
public async Task CreateAndDeleteAnomalyDetectionConfigurationAsync()
{
string endpoint = MetricsAdvisorUri;
string subscriptionKey = MetricsAdvisorSubscriptionKey;
string apiKey = MetricsAdvisorApiKey;
var credential = new MetricsAdvisorKeyCredential(subscriptionKey, apiKey);
var adminClient = new MetricsAdvisorAdministrationClient(new Uri(endpoint), credential);
string metricId = MetricId;
#region Snippet:CreateAnomalyDetectionConfigurationAsync
//@@ string metricId = "<metricId>";
string configurationName = "Sample anomaly detection configuration";
var hardThresholdSuppressCondition = new SuppressCondition(1, 100);
var hardThresholdCondition = new HardThresholdCondition(AnomalyDetectorDirection.Down, hardThresholdSuppressCondition)
{
LowerBound = 5.0
};
var smartDetectionSuppressCondition = new SuppressCondition(4, 50);
var smartDetectionCondition = new SmartDetectionCondition(10.0, AnomalyDetectorDirection.Up, smartDetectionSuppressCondition);
var detectionCondition = new MetricWholeSeriesDetectionCondition()
{
HardThresholdCondition = hardThresholdCondition,
SmartDetectionCondition = smartDetectionCondition,
CrossConditionsOperator = DetectionConditionsOperator.Or
};
var detectionConfiguration = new AnomalyDetectionConfiguration(metricId, configurationName, detectionCondition);
Response <AnomalyDetectionConfiguration> response = await adminClient.CreateMetricAnomalyDetectionConfigurationAsync(detectionConfiguration);
detectionConfiguration = response.Value;
Console.WriteLine($"Anomaly detection configuration ID: {detectionConfiguration.Id}");
#endregion
// Delete the created anomaly detection configuration to clean up the Metrics Advisor resource.
// Do not perform this step if you intend to keep using the configuration.
await adminClient.DeleteMetricAnomalyDetectionConfigurationAsync(detectionConfiguration.Id);
}