public async Task CreateAndGetDetectionConfigurationWithChangeAndSmartConditions() { MetricsAdvisorAdministrationClient adminClient = GetMetricsAdvisorAdministrationClient(); await using DisposableDataFeed disposableDataFeed = await CreateTempDataFeedAsync(adminClient); string configName = Recording.GenerateAlphaNumericId("config"); string metricId = disposableDataFeed.DataFeed.MetricIds[TempDataFeedMetricName]; var wholeConditions = new MetricWholeSeriesDetectionCondition() { ConditionOperator = DetectionConditionOperator.And, ChangeThresholdCondition = new(90.0, 5, true, AnomalyDetectorDirection.Both, new(1, 2.0)), SmartDetectionCondition = new(23.0, AnomalyDetectorDirection.Down, new(3, 4.0)) }; var configToCreate = new AnomalyDetectionConfiguration() { MetricId = metricId, Name = configName, WholeSeriesDetectionConditions = wholeConditions }; await using var disposableConfig = await DisposableDetectionConfiguration.CreateDetectionConfigurationAsync(adminClient, configToCreate); AnomalyDetectionConfiguration createdConfig = disposableConfig.Configuration; Assert.That(createdConfig.Id, Is.Not.Null.And.Not.Empty); Assert.That(createdConfig.MetricId, Is.EqualTo(metricId)); Assert.That(createdConfig.Name, Is.EqualTo(configName)); Assert.That(createdConfig.Description, Is.Empty); Assert.That(createdConfig.SeriesGroupDetectionConditions, Is.Not.Null.And.Empty); Assert.That(createdConfig.SeriesDetectionConditions, Is.Not.Null.And.Empty); MetricWholeSeriesDetectionCondition createdWholeConditions = createdConfig.WholeSeriesDetectionConditions; Assert.That(createdWholeConditions, Is.Not.Null); Assert.That(createdWholeConditions.ConditionOperator, Is.EqualTo(DetectionConditionOperator.And)); Assert.That(createdWholeConditions.HardThresholdCondition, Is.Null); ValidateChangeThresholdCondition(createdWholeConditions.ChangeThresholdCondition, 90.0, 5, true, AnomalyDetectorDirection.Both, 1, 2.0); ValidateSmartDetectionCondition(createdWholeConditions.SmartDetectionCondition, 23.0, AnomalyDetectorDirection.Down, 3, 4.0); }
public async Task CreateAndGetDetectionConfigurationWithHardCondition() { MetricsAdvisorAdministrationClient adminClient = GetMetricsAdvisorAdministrationClient(); string configName = Recording.GenerateAlphaNumericId("config"); var description = "This hook was created to test the .NET client."; var wholeConditions = new MetricWholeSeriesDetectionCondition() { HardThresholdCondition = new (AnomalyDetectorDirection.Up, new (1, 2.0)) { UpperBound = 10.0 } }; var configToCreate = new AnomalyDetectionConfiguration(MetricId, configName, wholeConditions) { // This is the only test that validates description during creation. Please don't remove it! Description = description }; await using var disposableConfig = await DisposableDetectionConfiguration.CreateDetectionConfigurationAsync(adminClient, configToCreate); AnomalyDetectionConfiguration createdConfig = await adminClient.GetDetectionConfigurationAsync(disposableConfig.Id); Assert.That(createdConfig.Id, Is.EqualTo(disposableConfig.Id)); Assert.That(createdConfig.MetricId, Is.EqualTo(MetricId)); Assert.That(createdConfig.Name, Is.EqualTo(configName)); Assert.That(createdConfig.Description, Is.EqualTo(description)); Assert.That(createdConfig.SeriesGroupDetectionConditions, Is.Not.Null.And.Empty); Assert.That(createdConfig.SeriesDetectionConditions, Is.Not.Null.And.Empty); MetricWholeSeriesDetectionCondition createdWholeConditions = createdConfig.WholeSeriesDetectionConditions; Assert.That(createdWholeConditions, Is.Not.Null); Assert.That(createdWholeConditions.CrossConditionsOperator, Is.Null); Assert.That(createdWholeConditions.ChangeThresholdCondition, Is.Null); Assert.That(createdWholeConditions.SmartDetectionCondition, Is.Null); ValidateHardThresholdCondition(createdWholeConditions.HardThresholdCondition, AnomalyDetectorDirection.Up, 10.0, null, 1, 2.0); }
public async Task DeleteAlertConfiguration(bool useTokenCredential) { MetricsAdvisorAdministrationClient adminClient = GetMetricsAdvisorAdministrationClient(useTokenCredential); await using DisposableDataFeed disposableDataFeed = await CreateTempDataFeedAsync(adminClient); string metricId = disposableDataFeed.DataFeed.MetricIds[TempDataFeedMetricName]; await using DisposableDetectionConfiguration disposableDetectionConfig = await CreateTempDetectionConfigurationAsync(adminClient, metricId); string configName = Recording.GenerateAlphaNumericId("config"); var detectionConfigId = disposableDetectionConfig.Configuration.Id; var scope = MetricAnomalyAlertScope.GetScopeForWholeSeries(); var configToCreate = new AnomalyAlertConfiguration() { Name = configName, MetricAlertConfigurations = { new(detectionConfigId, scope) } }; string configId = null; try { AnomalyAlertConfiguration createdConfig = await adminClient.CreateAlertConfigurationAsync(configToCreate); configId = createdConfig.Id; Assert.That(configId, Is.Not.Null.And.Not.Empty); } finally { if (configId != null) { await adminClient.DeleteAlertConfigurationAsync(configId); var errorCause = "Not Found"; Assert.That(async() => await adminClient.GetAlertConfigurationAsync(configId), Throws.InstanceOf <RequestFailedException>().With.Message.Contains(errorCause)); } } }
public async Task CreateAndGetDetectionConfigurationWithSeriesConditions() { // Set required parameters of the configuration to be created. MetricsAdvisorAdministrationClient adminClient = GetMetricsAdvisorAdministrationClient(); await using DisposableDataFeed disposableDataFeed = await CreateTempDataFeedAsync(adminClient); string configName = Recording.GenerateAlphaNumericId("config"); string metricId = disposableDataFeed.DataFeed.MetricIds[TempDataFeedMetricName]; var wholeConditions = new MetricWholeSeriesDetectionCondition() { HardThresholdCondition = new(AnomalyDetectorDirection.Both, new(1, 2.0)) { UpperBound = 20.0, LowerBound = 10.0 } }; var configToCreate = new AnomalyDetectionConfiguration() { MetricId = metricId, Name = configName, WholeSeriesDetectionConditions = wholeConditions }; // Set the series conditions and create the configuration. var dimensions = new Dictionary <string, string>() { { TempDataFeedDimensionNameA, "Delhi" }, { TempDataFeedDimensionNameB, "Handmade" } }; var seriesConditions0 = new MetricSingleSeriesDetectionCondition(new DimensionKey(dimensions)) { SmartDetectionCondition = new(30.0, AnomalyDetectorDirection.Both, new(3, 4.0)) }; dimensions = new Dictionary <string, string>() { { TempDataFeedDimensionNameA, "Kolkata" }, { TempDataFeedDimensionNameB, "Grocery & Gourmet Food" } }; var seriesConditions1 = new MetricSingleSeriesDetectionCondition(new DimensionKey(dimensions)) { ChangeThresholdCondition = new(40.0, 12, false, AnomalyDetectorDirection.Up, new(5, 6.0)) }; configToCreate.SeriesDetectionConditions.Add(seriesConditions0); configToCreate.SeriesDetectionConditions.Add(seriesConditions1); await using var disposableConfig = await DisposableDetectionConfiguration.CreateDetectionConfigurationAsync(adminClient, configToCreate); // Get the created configuration and validate top-level members. AnomalyDetectionConfiguration createdConfig = disposableConfig.Configuration; Assert.That(createdConfig.Id, Is.Not.Null.And.Not.Empty); Assert.That(createdConfig.MetricId, Is.EqualTo(metricId)); Assert.That(createdConfig.Name, Is.EqualTo(configName)); Assert.That(createdConfig.Description, Is.Empty); Assert.That(createdConfig.SeriesGroupDetectionConditions, Is.Not.Null.And.Empty); // Validate whole series detection conditions. MetricWholeSeriesDetectionCondition createdWholeConditions = createdConfig.WholeSeriesDetectionConditions; Assert.That(createdWholeConditions, Is.Not.Null); Assert.That(createdWholeConditions.ConditionOperator, Is.Null); Assert.That(createdWholeConditions.ChangeThresholdCondition, Is.Null); Assert.That(createdWholeConditions.SmartDetectionCondition, Is.Null); ValidateHardThresholdCondition(createdWholeConditions.HardThresholdCondition, AnomalyDetectorDirection.Both, 20.0, 10.0, 1, 2.0); // Start series conditions validation. Assert.That(createdConfig.SeriesDetectionConditions, Is.Not.Null); Assert.That(createdConfig.SeriesDetectionConditions.Count, Is.EqualTo(2)); // Validate first series conditions. var createdSeriesConditions0 = createdConfig.SeriesDetectionConditions[0]; Assert.That(createdSeriesConditions0, Is.Not.Null); ValidateTempDataFeedDimensionKey(createdSeriesConditions0.SeriesKey, "Delhi", "Handmade"); Assert.That(createdSeriesConditions0.ConditionOperator, Is.Null); Assert.That(createdSeriesConditions0.HardThresholdCondition, Is.Null); Assert.That(createdSeriesConditions0.ChangeThresholdCondition, Is.Null); ValidateSmartDetectionCondition(createdSeriesConditions0.SmartDetectionCondition, 30.0, AnomalyDetectorDirection.Both, 3, 4.0); // Validate last series conditions. var createdSeriesConditions1 = createdConfig.SeriesDetectionConditions[1]; Assert.That(createdSeriesConditions1, Is.Not.Null); ValidateTempDataFeedDimensionKey(createdSeriesConditions1.SeriesKey, "Kolkata", "Grocery & Gourmet Food"); Assert.That(createdSeriesConditions1.ConditionOperator, Is.Null); Assert.That(createdSeriesConditions1.HardThresholdCondition, Is.Null); Assert.That(createdSeriesConditions1.SmartDetectionCondition, Is.Null); ValidateChangeThresholdCondition(createdSeriesConditions1.ChangeThresholdCondition, 40.0, 12, false, AnomalyDetectorDirection.Up, 5, 6.0); }
public async Task CreateAndGetDetectionConfigurationWithSeriesGroupConditions() { // Set required parameters of the configuration to be created. MetricsAdvisorAdministrationClient adminClient = GetMetricsAdvisorAdministrationClient(); string configName = Recording.GenerateAlphaNumericId("config"); var wholeConditions = new MetricWholeSeriesDetectionCondition() { HardThresholdCondition = new(AnomalyDetectorDirection.Down, new(1, 2.0)) { LowerBound = 10.0 } }; var configToCreate = new AnomalyDetectionConfiguration() { MetricId = MetricId, Name = configName, WholeSeriesDetectionConditions = wholeConditions }; // Set the series group conditions and create the configuration. var groupConditions0 = new MetricSeriesGroupDetectionCondition() { SmartDetectionCondition = new(30.0, AnomalyDetectorDirection.Both, new(3, 4.0)) }; groupConditions0.SeriesGroupKey.AddDimensionColumn("city", "Delhi"); var groupConditions1 = new MetricSeriesGroupDetectionCondition() { ChangeThresholdCondition = new(40.0, 12, false, AnomalyDetectorDirection.Up, new(5, 6.0)) }; groupConditions1.SeriesGroupKey.AddDimensionColumn("city", "Koltaka"); configToCreate.SeriesGroupDetectionConditions.Add(groupConditions0); configToCreate.SeriesGroupDetectionConditions.Add(groupConditions1); await using var disposableConfig = await DisposableDetectionConfiguration.CreateDetectionConfigurationAsync(adminClient, configToCreate); // Get the created configuration and validate top-level members. AnomalyDetectionConfiguration createdConfig = await adminClient.GetDetectionConfigurationAsync(disposableConfig.Id); Assert.That(createdConfig.Id, Is.EqualTo(disposableConfig.Id)); Assert.That(createdConfig.MetricId, Is.EqualTo(MetricId)); Assert.That(createdConfig.Name, Is.EqualTo(configName)); Assert.That(createdConfig.Description, Is.Empty); Assert.That(createdConfig.SeriesDetectionConditions, Is.Not.Null.And.Empty); // Validate whole series detection conditions. MetricWholeSeriesDetectionCondition createdWholeConditions = createdConfig.WholeSeriesDetectionConditions; Assert.That(createdWholeConditions, Is.Not.Null); Assert.That(createdWholeConditions.CrossConditionsOperator, Is.Null); Assert.That(createdWholeConditions.ChangeThresholdCondition, Is.Null); Assert.That(createdWholeConditions.SmartDetectionCondition, Is.Null); ValidateHardThresholdCondition(createdWholeConditions.HardThresholdCondition, AnomalyDetectorDirection.Down, null, 10.0, 1, 2.0); // Start series group conditions validation. Assert.That(createdConfig.SeriesGroupDetectionConditions, Is.Not.Null); Assert.That(createdConfig.SeriesGroupDetectionConditions.Count, Is.EqualTo(2)); // Validate first series group conditions. var createdGroupConditions0 = createdConfig.SeriesGroupDetectionConditions[0]; Assert.That(createdGroupConditions0, Is.Not.Null); ValidateGroupKey(createdGroupConditions0.SeriesGroupKey); Dictionary <string, string> dimensionColumns = createdGroupConditions0.SeriesGroupKey.AsDictionary(); Assert.That(dimensionColumns.Count, Is.EqualTo(1)); Assert.That(dimensionColumns["city"], Is.EqualTo("Delhi")); Assert.That(createdGroupConditions0.CrossConditionsOperator, Is.Null); Assert.That(createdGroupConditions0.HardThresholdCondition, Is.Null); Assert.That(createdGroupConditions0.ChangeThresholdCondition, Is.Null); ValidateSmartDetectionCondition(createdGroupConditions0.SmartDetectionCondition, 30.0, AnomalyDetectorDirection.Both, 3, 4.0); // Validate last series group conditions. var createdGroupConditions1 = createdConfig.SeriesGroupDetectionConditions[1]; Assert.That(createdGroupConditions1, Is.Not.Null); ValidateGroupKey(createdGroupConditions1.SeriesGroupKey); dimensionColumns = createdGroupConditions1.SeriesGroupKey.AsDictionary(); Assert.That(dimensionColumns.Count, Is.EqualTo(1)); Assert.That(dimensionColumns["city"], Is.EqualTo("Koltaka")); Assert.That(createdGroupConditions1.CrossConditionsOperator, Is.Null); Assert.That(createdGroupConditions1.HardThresholdCondition, Is.Null); Assert.That(createdGroupConditions1.SmartDetectionCondition, Is.Null); ValidateChangeThresholdCondition(createdGroupConditions1.ChangeThresholdCondition, 40.0, 12, false, AnomalyDetectorDirection.Up, 5, 6.0); }
public async Task UpdateAlertConfigurationWithEveryMember() { MetricsAdvisorAdministrationClient adminClient = GetMetricsAdvisorAdministrationClient(); await using DisposableDataFeed disposableDataFeed = await CreateTempDataFeedAsync(adminClient); string metricId = disposableDataFeed.DataFeed.MetricIds[TempDataFeedMetricName]; await using DisposableDetectionConfiguration disposableDetectionConfig = await CreateTempDetectionConfigurationAsync(adminClient, metricId); // Configure the Metric Anomaly Alert Configurations to be used. string hookName = Recording.GenerateAlphaNumericId("hook"); var hookToCreate = new EmailNotificationHook(hookName) { EmailsToAlert = { "*****@*****.**" } }; await using var disposableHook = await DisposableNotificationHook.CreateHookAsync(adminClient, hookToCreate); var detectionConfigId = disposableDetectionConfig.Configuration.Id; var scope = MetricAnomalyAlertScope.GetScopeForWholeSeries(); var metricAlertConfig0 = new MetricAnomalyAlertConfiguration(detectionConfigId, scope) { AlertSnoozeCondition = new MetricAnomalyAlertSnoozeCondition(12, SnoozeScope.Series, true), AlertConditions = new MetricAnomalyAlertConditions() { MetricBoundaryCondition = new MetricBoundaryCondition(BoundaryDirection.Both) { UpperBound = 20.0, LowerBound = 10.0, CompanionMetricId = metricId, ShouldAlertIfDataPointMissing = true }, SeverityCondition = new SeverityCondition(AnomalySeverity.Low, AnomalySeverity.Medium) } }; var metricAlertConfig1 = new MetricAnomalyAlertConfiguration(detectionConfigId, scope) { UseDetectionResultToFilterAnomalies = true }; // Create the Anomaly Alert Configuration. string configName = Recording.GenerateAlphaNumericId("config"); var description = "This hook was created to test the .NET client."; var hookIds = new List <string>() { disposableHook.Hook.Id }; var metricAlertConfigs = new List <MetricAnomalyAlertConfiguration>() { metricAlertConfig0, metricAlertConfig1 }; var configToCreate = new AnomalyAlertConfiguration() { Name = configName, IdsOfHooksToAlert = { disposableHook.Hook.Id }, MetricAlertConfigurations = { metricAlertConfig0, metricAlertConfig1 }, CrossMetricsOperator = MetricAnomalyAlertConfigurationsOperator.Xor }; await using var disposableConfig = await DisposableAlertConfiguration.CreateAlertConfigurationAsync(adminClient, configToCreate); // Update the created configuration. AnomalyAlertConfiguration configToUpdate = disposableConfig.Configuration; configToUpdate.Description = description; configToUpdate.IdsOfHooksToAlert.Clear(); configToUpdate.CrossMetricsOperator = MetricAnomalyAlertConfigurationsOperator.And; configToUpdate.MetricAlertConfigurations.RemoveAt(1); var newScope = MetricAnomalyAlertScope.GetScopeForTopNGroup(new TopNGroupScope(50, 40, 30)); var newMetricAlertConfig = new MetricAnomalyAlertConfiguration(detectionConfigId, newScope) { AlertSnoozeCondition = new MetricAnomalyAlertSnoozeCondition(4, SnoozeScope.Metric, true), UseDetectionResultToFilterAnomalies = true }; configToUpdate.MetricAlertConfigurations.Add(newMetricAlertConfig); MetricAnomalyAlertConfiguration metricAlertConfigToUpdate = configToUpdate.MetricAlertConfigurations[0]; metricAlertConfigToUpdate.AlertConditions.MetricBoundaryCondition.UpperBound = 15.0; metricAlertConfigToUpdate.AlertConditions.MetricBoundaryCondition.LowerBound = 5.0; metricAlertConfigToUpdate.AlertConditions.MetricBoundaryCondition.CompanionMetricId = null; metricAlertConfigToUpdate.AlertConditions.MetricBoundaryCondition.ShouldAlertIfDataPointMissing = false; metricAlertConfigToUpdate.AlertConditions.SeverityCondition = new SeverityCondition(AnomalySeverity.Medium, AnomalySeverity.High); metricAlertConfigToUpdate.AlertSnoozeCondition = null; AnomalyAlertConfiguration updatedConfig = await adminClient.UpdateAlertConfigurationAsync(configToUpdate); // Validate top-level members. Assert.That(updatedConfig.Id, Is.EqualTo(configToUpdate.Id)); Assert.That(updatedConfig.Name, Is.EqualTo(configName)); Assert.That(updatedConfig.Description, Is.EqualTo(description)); Assert.That(updatedConfig.CrossMetricsOperator, Is.EqualTo(MetricAnomalyAlertConfigurationsOperator.And)); Assert.That(updatedConfig.IdsOfHooksToAlert, Is.Not.Null.And.Empty); Assert.That(updatedConfig.MetricAlertConfigurations, Is.Not.Null); // Validate the first Metric Anomaly Alert Configuration. MetricAnomalyAlertConfiguration updatedMetricAlertConfig0 = updatedConfig.MetricAlertConfigurations[0]; Assert.That(updatedMetricAlertConfig0.DetectionConfigurationId, Is.EqualTo(detectionConfigId)); Assert.That(updatedMetricAlertConfig0.AlertScope, Is.Not.Null); Assert.That(updatedMetricAlertConfig0.AlertScope.ScopeType, Is.EqualTo(MetricAnomalyAlertScopeType.WholeSeries)); Assert.That(updatedMetricAlertConfig0.AlertScope.SeriesGroupInScope, Is.Null); Assert.That(updatedMetricAlertConfig0.AlertScope.TopNGroupInScope, Is.Null); Assert.That(updatedMetricAlertConfig0.AlertConditions, Is.Not.Null); Assert.That(updatedMetricAlertConfig0.AlertConditions.MetricBoundaryCondition, Is.Not.Null); Assert.That(updatedMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.Direction, Is.EqualTo(BoundaryDirection.Both)); Assert.That(updatedMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.UpperBound, Is.EqualTo(15.0)); Assert.That(updatedMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.LowerBound, Is.EqualTo(5.0)); Assert.That(updatedMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.CompanionMetricId, Is.Null); Assert.That(updatedMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.ShouldAlertIfDataPointMissing, Is.False); Assert.That(updatedMetricAlertConfig0.AlertConditions.SeverityCondition, Is.Not.Null); Assert.That(updatedMetricAlertConfig0.AlertConditions.SeverityCondition.MinimumAlertSeverity, Is.EqualTo(AnomalySeverity.Medium)); Assert.That(updatedMetricAlertConfig0.AlertConditions.SeverityCondition.MaximumAlertSeverity, Is.EqualTo(AnomalySeverity.High)); Assert.That(updatedMetricAlertConfig0.AlertSnoozeCondition, Is.Null); Assert.That(updatedMetricAlertConfig0.UseDetectionResultToFilterAnomalies, Is.False); // Validate the second Metric Anomaly Alert Configuration. MetricAnomalyAlertConfiguration updatedMetricAlertConfig1 = updatedConfig.MetricAlertConfigurations[1]; Assert.That(updatedMetricAlertConfig1.DetectionConfigurationId, Is.EqualTo(detectionConfigId)); Assert.That(updatedMetricAlertConfig1.AlertScope, Is.Not.Null); Assert.That(updatedMetricAlertConfig1.AlertScope.ScopeType, Is.EqualTo(MetricAnomalyAlertScopeType.TopN)); Assert.That(updatedMetricAlertConfig1.AlertScope.SeriesGroupInScope, Is.Null); Assert.That(updatedMetricAlertConfig1.AlertScope.TopNGroupInScope, Is.Not.Null); Assert.That(updatedMetricAlertConfig1.AlertScope.TopNGroupInScope.Top, Is.EqualTo(50)); Assert.That(updatedMetricAlertConfig1.AlertScope.TopNGroupInScope.Period, Is.EqualTo(40)); Assert.That(updatedMetricAlertConfig1.AlertScope.TopNGroupInScope.MinimumTopCount, Is.EqualTo(30)); Assert.That(updatedMetricAlertConfig1.AlertConditions, Is.Not.Null); Assert.That(updatedMetricAlertConfig1.AlertConditions.MetricBoundaryCondition, Is.Null); Assert.That(updatedMetricAlertConfig1.AlertConditions.SeverityCondition, Is.Null); Assert.That(updatedMetricAlertConfig1.AlertSnoozeCondition, Is.Not.Null); Assert.That(updatedMetricAlertConfig1.AlertSnoozeCondition.AutoSnooze, Is.EqualTo(4)); Assert.That(updatedMetricAlertConfig1.AlertSnoozeCondition.SnoozeScope, Is.EqualTo(SnoozeScope.Metric)); Assert.That(updatedMetricAlertConfig1.AlertSnoozeCondition.IsOnlyForSuccessive, Is.True); Assert.That(updatedMetricAlertConfig1.UseDetectionResultToFilterAnomalies, Is.True); }
public async Task UpdateAlertConfigurationWithMinimumSetup(bool useTokenCrendential) { MetricsAdvisorAdministrationClient adminClient = GetMetricsAdvisorAdministrationClient(useTokenCrendential); await using DisposableDataFeed disposableDataFeed = await CreateTempDataFeedAsync(adminClient); string metricId = disposableDataFeed.DataFeed.MetricIds[TempDataFeedMetricName]; await using DisposableDetectionConfiguration disposableDetectionConfig = await CreateTempDetectionConfigurationAsync(adminClient, metricId); // Configure the Metric Anomaly Alert Configurations to be used. string hookName = Recording.GenerateAlphaNumericId("hook"); var hookToCreate = new EmailNotificationHook(hookName) { EmailsToAlert = { "*****@*****.**" } }; await using var disposableHook = await DisposableNotificationHook.CreateHookAsync(adminClient, hookToCreate); var detectionConfigId = disposableDetectionConfig.Configuration.Id; var scope = MetricAnomalyAlertScope.GetScopeForWholeSeries(); var metricAlertConfig0 = new MetricAnomalyAlertConfiguration(detectionConfigId, scope) { AlertSnoozeCondition = new MetricAnomalyAlertSnoozeCondition(12, SnoozeScope.Series, true), AlertConditions = new MetricAnomalyAlertConditions() { MetricBoundaryCondition = new MetricBoundaryCondition(BoundaryDirection.Both) { UpperBound = 20.0, LowerBound = 10.0, CompanionMetricId = metricId, ShouldAlertIfDataPointMissing = true }, SeverityCondition = new SeverityCondition(AnomalySeverity.Low, AnomalySeverity.Medium) } }; var metricAlertConfig1 = new MetricAnomalyAlertConfiguration(detectionConfigId, scope) { UseDetectionResultToFilterAnomalies = true }; // Create the Anomaly Alert Configuration. string configName = Recording.GenerateAlphaNumericId("config"); var hookIds = new List <string>() { disposableHook.Hook.Id }; var configToCreate = new AnomalyAlertConfiguration() { Name = configName, IdsOfHooksToAlert = { disposableHook.Hook.Id }, MetricAlertConfigurations = { metricAlertConfig0, metricAlertConfig1 }, CrossMetricsOperator = MetricAnomalyAlertConfigurationsOperator.Xor }; await using var disposableConfig = await DisposableAlertConfiguration.CreateAlertConfigurationAsync(adminClient, configToCreate); // Update the created configuration. AnomalyAlertConfiguration configToUpdate = disposableConfig.Configuration; configToUpdate.CrossMetricsOperator = MetricAnomalyAlertConfigurationsOperator.Or; AnomalyAlertConfiguration updatedConfig = await adminClient.UpdateAlertConfigurationAsync(configToUpdate); // Validate top-level members. Assert.That(updatedConfig.Id, Is.EqualTo(configToUpdate.Id)); Assert.That(updatedConfig.Name, Is.EqualTo(configName)); Assert.That(updatedConfig.Description, Is.Empty); Assert.That(updatedConfig.CrossMetricsOperator, Is.EqualTo(MetricAnomalyAlertConfigurationsOperator.Or)); Assert.That(updatedConfig.IdsOfHooksToAlert, Is.EqualTo(hookIds)); Assert.That(updatedConfig.MetricAlertConfigurations, Is.Not.Null); Assert.That(updatedConfig.MetricAlertConfigurations.Count, Is.EqualTo(2)); // Validate the first Metric Anomaly Alert Configuration. MetricAnomalyAlertConfiguration updatedMetricAlertConfig0 = updatedConfig.MetricAlertConfigurations[0]; Assert.That(updatedMetricAlertConfig0.DetectionConfigurationId, Is.EqualTo(detectionConfigId)); Assert.That(updatedMetricAlertConfig0.AlertScope, Is.Not.Null); Assert.That(updatedMetricAlertConfig0.AlertScope.ScopeType, Is.EqualTo(MetricAnomalyAlertScopeType.WholeSeries)); Assert.That(updatedMetricAlertConfig0.AlertScope.SeriesGroupInScope, Is.Null); Assert.That(updatedMetricAlertConfig0.AlertScope.TopNGroupInScope, Is.Null); Assert.That(updatedMetricAlertConfig0.AlertConditions, Is.Not.Null); Assert.That(updatedMetricAlertConfig0.AlertConditions.MetricBoundaryCondition, Is.Not.Null); Assert.That(updatedMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.Direction, Is.EqualTo(BoundaryDirection.Both)); Assert.That(updatedMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.UpperBound, Is.EqualTo(20.0)); Assert.That(updatedMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.LowerBound, Is.EqualTo(10.0)); Assert.That(updatedMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.CompanionMetricId, Is.EqualTo(metricId)); Assert.That(updatedMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.ShouldAlertIfDataPointMissing, Is.True); Assert.That(updatedMetricAlertConfig0.AlertConditions.SeverityCondition, Is.Not.Null); Assert.That(updatedMetricAlertConfig0.AlertConditions.SeverityCondition.MinimumAlertSeverity, Is.EqualTo(AnomalySeverity.Low)); Assert.That(updatedMetricAlertConfig0.AlertConditions.SeverityCondition.MaximumAlertSeverity, Is.EqualTo(AnomalySeverity.Medium)); Assert.That(updatedMetricAlertConfig0.AlertSnoozeCondition, Is.Not.Null); Assert.That(updatedMetricAlertConfig0.AlertSnoozeCondition.AutoSnooze, Is.EqualTo(12)); Assert.That(updatedMetricAlertConfig0.AlertSnoozeCondition.SnoozeScope, Is.EqualTo(SnoozeScope.Series)); Assert.That(updatedMetricAlertConfig0.AlertSnoozeCondition.IsOnlyForSuccessive, Is.True); Assert.That(updatedMetricAlertConfig0.UseDetectionResultToFilterAnomalies, Is.False); // Validate the second Metric Anomaly Alert Configuration. MetricAnomalyAlertConfiguration updatedMetricAlertConfig1 = updatedConfig.MetricAlertConfigurations[1]; Assert.That(updatedMetricAlertConfig1.DetectionConfigurationId, Is.EqualTo(detectionConfigId)); Assert.That(updatedMetricAlertConfig1.AlertScope, Is.Not.Null); Assert.That(updatedMetricAlertConfig1.AlertScope.ScopeType, Is.EqualTo(MetricAnomalyAlertScopeType.WholeSeries)); Assert.That(updatedMetricAlertConfig1.AlertScope.SeriesGroupInScope, Is.Null); Assert.That(updatedMetricAlertConfig1.AlertScope.TopNGroupInScope, Is.Null); Assert.That(updatedMetricAlertConfig1.AlertConditions, Is.Not.Null); Assert.That(updatedMetricAlertConfig1.AlertConditions.MetricBoundaryCondition, Is.Null); Assert.That(updatedMetricAlertConfig1.AlertConditions.SeverityCondition, Is.Null); Assert.That(updatedMetricAlertConfig1.AlertSnoozeCondition, Is.Null); Assert.That(updatedMetricAlertConfig1.UseDetectionResultToFilterAnomalies, Is.True); }
public async Task CreateAndGetAlertConfigurationWithMultipleMetricConfigurations() { MetricsAdvisorAdministrationClient adminClient = GetMetricsAdvisorAdministrationClient(); await using DisposableDataFeed disposableDataFeed = await CreateTempDataFeedAsync(adminClient); string metricId = disposableDataFeed.DataFeed.MetricIds[TempDataFeedMetricName]; await using DisposableDetectionConfiguration disposableDetectionConfig = await CreateTempDetectionConfigurationAsync(adminClient, metricId); // Configure the Metric Anomaly Alert Configurations to be used. var detectionConfigId = disposableDetectionConfig.Configuration.Id; var scope = MetricAnomalyAlertScope.GetScopeForWholeSeries(); var metricAlertConfig0 = new MetricAnomalyAlertConfiguration(detectionConfigId, scope) { AlertConditions = new MetricAnomalyAlertConditions() { MetricBoundaryCondition = new MetricBoundaryCondition(BoundaryDirection.Up) { UpperBound = 20.0 } }, UseDetectionResultToFilterAnomalies = true }; var metricAlertConfig1 = new MetricAnomalyAlertConfiguration(detectionConfigId, scope) { AlertConditions = new MetricAnomalyAlertConditions() { MetricBoundaryCondition = new MetricBoundaryCondition(BoundaryDirection.Down) { LowerBound = 10.0 } } }; // Create the Anomaly Alert Configuration. string configName = Recording.GenerateAlphaNumericId("config"); var configToCreate = new AnomalyAlertConfiguration() { Name = configName, MetricAlertConfigurations = { metricAlertConfig0, metricAlertConfig1 }, CrossMetricsOperator = MetricAnomalyAlertConfigurationsOperator.Xor }; await using var disposableConfig = await DisposableAlertConfiguration.CreateAlertConfigurationAsync(adminClient, configToCreate); // Get the created configuration and validate top-level members. AnomalyAlertConfiguration createdConfig = disposableConfig.Configuration; Assert.That(createdConfig.Id, Is.Not.Null.And.Not.Empty); Assert.That(createdConfig.Name, Is.EqualTo(configName)); Assert.That(createdConfig.Description, Is.Empty); Assert.That(createdConfig.CrossMetricsOperator, Is.EqualTo(MetricAnomalyAlertConfigurationsOperator.Xor)); Assert.That(createdConfig.IdsOfHooksToAlert, Is.Not.Null.And.Empty); Assert.That(createdConfig.MetricAlertConfigurations, Is.Not.Null); Assert.That(createdConfig.MetricAlertConfigurations.Count, Is.EqualTo(2)); // Validate the first Metric Anomaly Alert Configuration. MetricAnomalyAlertConfiguration createdMetricAlertConfig0 = createdConfig.MetricAlertConfigurations[0]; Assert.That(createdMetricAlertConfig0.DetectionConfigurationId, Is.EqualTo(detectionConfigId)); Assert.That(createdMetricAlertConfig0.AlertScope, Is.Not.Null); Assert.That(createdMetricAlertConfig0.AlertScope.ScopeType, Is.EqualTo(MetricAnomalyAlertScopeType.WholeSeries)); Assert.That(createdMetricAlertConfig0.AlertScope.SeriesGroupInScope, Is.Null); Assert.That(createdMetricAlertConfig0.AlertScope.TopNGroupInScope, Is.Null); Assert.That(createdMetricAlertConfig0.AlertConditions, Is.Not.Null); Assert.That(createdMetricAlertConfig0.AlertConditions.MetricBoundaryCondition, Is.Not.Null); Assert.That(createdMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.Direction, Is.EqualTo(BoundaryDirection.Up)); Assert.That(createdMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.UpperBound, Is.EqualTo(20.0)); Assert.That(createdMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.LowerBound, Is.Null); Assert.That(createdMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.CompanionMetricId, Is.Null); Assert.That(createdMetricAlertConfig0.AlertConditions.MetricBoundaryCondition.ShouldAlertIfDataPointMissing, Is.False); Assert.That(createdMetricAlertConfig0.AlertConditions.SeverityCondition, Is.Null); Assert.That(createdMetricAlertConfig0.AlertSnoozeCondition, Is.Null); Assert.That(createdMetricAlertConfig0.UseDetectionResultToFilterAnomalies, Is.True); // Validate the second Metric Anomaly Alert Configuration. MetricAnomalyAlertConfiguration createdMetricAlertConfig1 = createdConfig.MetricAlertConfigurations[1]; Assert.That(createdMetricAlertConfig1.DetectionConfigurationId, Is.EqualTo(detectionConfigId)); Assert.That(createdMetricAlertConfig1.AlertScope, Is.Not.Null); Assert.That(createdMetricAlertConfig1.AlertScope.ScopeType, Is.EqualTo(MetricAnomalyAlertScopeType.WholeSeries)); Assert.That(createdMetricAlertConfig1.AlertScope.SeriesGroupInScope, Is.Null); Assert.That(createdMetricAlertConfig1.AlertScope.TopNGroupInScope, Is.Null); Assert.That(createdMetricAlertConfig1.AlertConditions, Is.Not.Null); Assert.That(createdMetricAlertConfig1.AlertConditions.MetricBoundaryCondition, Is.Not.Null); Assert.That(createdMetricAlertConfig1.AlertConditions.MetricBoundaryCondition.Direction, Is.EqualTo(BoundaryDirection.Down)); Assert.That(createdMetricAlertConfig1.AlertConditions.MetricBoundaryCondition.UpperBound, Is.Null); Assert.That(createdMetricAlertConfig1.AlertConditions.MetricBoundaryCondition.LowerBound, Is.EqualTo(10.0)); Assert.That(createdMetricAlertConfig1.AlertConditions.MetricBoundaryCondition.CompanionMetricId, Is.Null); Assert.That(createdMetricAlertConfig1.AlertConditions.MetricBoundaryCondition.ShouldAlertIfDataPointMissing, Is.False); Assert.That(createdMetricAlertConfig1.AlertConditions.SeverityCondition, Is.Null); Assert.That(createdMetricAlertConfig1.AlertSnoozeCondition, Is.Null); Assert.That(createdMetricAlertConfig1.UseDetectionResultToFilterAnomalies, Is.False); }
public async Task CreateAndGetAlertConfigurationWithOptionalSingleMetricConfigurationMembers() { MetricsAdvisorAdministrationClient adminClient = GetMetricsAdvisorAdministrationClient(); await using DisposableDataFeed disposableDataFeed = await CreateTempDataFeedAsync(adminClient); string metricId = disposableDataFeed.DataFeed.MetricIds[TempDataFeedMetricName]; await using DisposableDetectionConfiguration disposableDetectionConfig = await CreateTempDetectionConfigurationAsync(adminClient, metricId); string hookName0 = Recording.GenerateAlphaNumericId("hook"); string hookName1 = Recording.GenerateAlphaNumericId("hook"); var hookToCreate0 = new EmailNotificationHook(hookName0); var hookToCreate1 = new EmailNotificationHook(hookName1); hookToCreate0.EmailsToAlert.Add("*****@*****.**"); hookToCreate1.EmailsToAlert.Add("*****@*****.**"); await using var disposableHook0 = await DisposableNotificationHook.CreateHookAsync(adminClient, hookToCreate0); await using var disposableHook1 = await DisposableNotificationHook.CreateHookAsync(adminClient, hookToCreate1); var detectionConfigId = disposableDetectionConfig.Configuration.Id; var scope = MetricAnomalyAlertScope.GetScopeForWholeSeries(); var metricAlertConfig = new MetricAnomalyAlertConfiguration(detectionConfigId, scope) { AlertSnoozeCondition = new MetricAnomalyAlertSnoozeCondition(12, SnoozeScope.Series, true), AlertConditions = new MetricAnomalyAlertConditions() { MetricBoundaryCondition = new MetricBoundaryCondition(BoundaryDirection.Both) { UpperBound = 20.0, LowerBound = 10.0, CompanionMetricId = metricId, ShouldAlertIfDataPointMissing = true }, SeverityCondition = new SeverityCondition(AnomalySeverity.Low, AnomalySeverity.Medium) } }; string configName = Recording.GenerateAlphaNumericId("config"); var description = "This hook was created to test the .NET client."; var configToCreate = new AnomalyAlertConfiguration() { Name = configName, IdsOfHooksToAlert = { disposableHook0.Hook.Id, disposableHook1.Hook.Id }, MetricAlertConfigurations = { metricAlertConfig }, Description = description }; await using var disposableConfig = await DisposableAlertConfiguration.CreateAlertConfigurationAsync(adminClient, configToCreate); AnomalyAlertConfiguration createdConfig = disposableConfig.Configuration; Assert.That(createdConfig.Id, Is.Not.Null.And.Not.Empty); Assert.That(createdConfig.Name, Is.EqualTo(configName)); Assert.That(createdConfig.Description, Is.EqualTo(description)); Assert.That(createdConfig.CrossMetricsOperator, Is.Null); Assert.That(createdConfig.IdsOfHooksToAlert.Count, Is.EqualTo(2)); Assert.That(createdConfig.IdsOfHooksToAlert.Contains(disposableHook0.Hook.Id)); Assert.That(createdConfig.IdsOfHooksToAlert.Contains(disposableHook1.Hook.Id)); Assert.That(createdConfig.MetricAlertConfigurations, Is.Not.Null); MetricAnomalyAlertConfiguration createdMetricAlertConfig = createdConfig.MetricAlertConfigurations.Single(); Assert.That(createdMetricAlertConfig.DetectionConfigurationId, Is.EqualTo(detectionConfigId)); Assert.That(createdMetricAlertConfig.AlertScope, Is.Not.Null); Assert.That(createdMetricAlertConfig.AlertScope.ScopeType, Is.EqualTo(MetricAnomalyAlertScopeType.WholeSeries)); Assert.That(createdMetricAlertConfig.AlertScope.SeriesGroupInScope, Is.Null); Assert.That(createdMetricAlertConfig.AlertScope.TopNGroupInScope, Is.Null); Assert.That(createdMetricAlertConfig.AlertConditions, Is.Not.Null); Assert.That(createdMetricAlertConfig.AlertConditions.MetricBoundaryCondition, Is.Not.Null); Assert.That(createdMetricAlertConfig.AlertConditions.MetricBoundaryCondition.Direction, Is.EqualTo(BoundaryDirection.Both)); Assert.That(createdMetricAlertConfig.AlertConditions.MetricBoundaryCondition.UpperBound, Is.EqualTo(20.0)); Assert.That(createdMetricAlertConfig.AlertConditions.MetricBoundaryCondition.LowerBound, Is.EqualTo(10.0)); Assert.That(createdMetricAlertConfig.AlertConditions.MetricBoundaryCondition.CompanionMetricId, Is.EqualTo(metricId)); Assert.That(createdMetricAlertConfig.AlertConditions.MetricBoundaryCondition.ShouldAlertIfDataPointMissing, Is.True); Assert.That(createdMetricAlertConfig.AlertConditions.SeverityCondition, Is.Not.Null); Assert.That(createdMetricAlertConfig.AlertConditions.SeverityCondition.MinimumAlertSeverity, Is.EqualTo(AnomalySeverity.Low)); Assert.That(createdMetricAlertConfig.AlertConditions.SeverityCondition.MaximumAlertSeverity, Is.EqualTo(AnomalySeverity.Medium)); Assert.That(createdMetricAlertConfig.AlertSnoozeCondition, Is.Not.Null); Assert.That(createdMetricAlertConfig.AlertSnoozeCondition.AutoSnooze, Is.EqualTo(12)); Assert.That(createdMetricAlertConfig.AlertSnoozeCondition.SnoozeScope, Is.EqualTo(SnoozeScope.Series)); Assert.That(createdMetricAlertConfig.AlertSnoozeCondition.IsOnlyForSuccessive, Is.True); Assert.That(createdMetricAlertConfig.UseDetectionResultToFilterAnomalies, Is.False); }