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MetricsAdvisorAdministrationAsyncClient Class

  • java.lang.Object
    • com.azure.ai.metricsadvisor.administration.MetricsAdvisorAdministrationAsyncClient

public final class MetricsAdvisorAdministrationAsyncClient

This class provides asynchronous client to connect to the Metrics Advisor Azure Cognitive Service.

This client provides asynchronous methods to perform:

  1. Connect to a variety of data sources, Metrics Advisor can connect to, and ingest multi-dimensional metric data from many data stores, including: SQL Server, Azure Blob Storage, and MongoDB. Use createDataFeed(DataFeed dataFeed) method to add your respective data source.
  2. Customize anomaly detection configuration to detect anomalies for your needs using the com.azure.ai.metricsadvisor.administration.MetricsAdvisorAdministrationAsyncClient#createDetectionConfig(String, AnomalyDetectionConfiguration) method.
  3. Add real-time notification through multiple channels. Configure hooks for multiple alerting and detection configuration using the createHook(NotificationHook notificationHook) method./li>

Service clients are the point of interaction for developers to use Azure Metrics Advisor. MetricsAdvisorAdministrationClient is the synchronous service client and MetricsAdvisorAdministrationAsyncClient is the asynchronous service client. The examples shown in this document use a credential object named DefaultAzureCredential for authentication, which is appropriate for most scenarios, including local development and production environments. Additionally, we recommend using managed identity for authentication in production environments. You can find more information on different ways of authenticating and their corresponding credential types in the Azure Identity documentation".

Sample: Construct a MetricsAdvisorAdministrationAsyncClient with DefaultAzureCredential

The following code sample demonstrates the creation of a MetricsAdvisorAdministrationAsyncClient, using the `DefaultAzureCredentialBuilder` to configure it.

MetricsAdvisorAdministrationAsyncClient metricsAdvisorAdminAsyncClient =
     new MetricsAdvisorAdministrationClientBuilder()
         .credential(new DefaultAzureCredentialBuilder().build())
         .endpoint("{endpoint}")
         .buildAsyncClient();

Further, see the code sample below to use MetricsAdvisorKeyCredential for client creation.

MetricsAdvisorAdministrationAsyncClient metricsAdvisorAdminAsyncClient =
     new MetricsAdvisorAdministrationClientBuilder()
         .credential(new MetricsAdvisorKeyCredential("{subscription_key}", "{api_key}"))
         .endpoint("{endpoint}")
         .buildAsyncClient();

Method Summary

Modifier and Type Method and Description
Mono<AnomalyAlertConfiguration> createAlertConfig(AnomalyAlertConfiguration alertConfiguration)

Create a configuration to trigger alert when anomalies are detected.

Mono<Response<AnomalyAlertConfiguration>> createAlertConfigWithResponse(AnomalyAlertConfiguration alertConfiguration)

Code sample

Mono<DataFeed> createDataFeed(DataFeed dataFeed)

Create a new data feed.

Mono<Response<DataFeed>> createDataFeedWithResponse(DataFeed dataFeed)

Create a new data feed with REST response.

Mono<DataSourceCredentialEntity> createDataSourceCredential(DataSourceCredentialEntity dataSourceCredential)

Create a data source credential entity.

Mono<Response<DataSourceCredentialEntity>> createDataSourceCredentialWithResponse(DataSourceCredentialEntity dataSourceCredential)

Create a data source credential entity with REST response.

Mono<AnomalyDetectionConfiguration> createDetectionConfig(String metricId, AnomalyDetectionConfiguration detectionConfiguration)

Create a configuration to detect anomalies in the time series of a metric.

Mono<Response<AnomalyDetectionConfiguration>> createDetectionConfigWithResponse(String metricId, AnomalyDetectionConfiguration detectionConfiguration)

Create a configuration to detect anomalies in the time series of a metric.

Mono<NotificationHook> createHook(NotificationHook notificationHook)

Creates a notificationHook that receives anomaly incident alerts.

Mono<Response<NotificationHook>> createHookWithResponse(NotificationHook notificationHook)

Creates a notificationHook that receives anomaly incident alerts.

Mono<Void> deleteAlertConfig(String alertConfigurationId)

Deletes the anomaly alert configuration identified by alertConfigurationId.

Mono<Response<Void>> deleteAlertConfigWithResponse(String alertConfigurationId)

Deletes the anomaly alert configuration identified by alertConfigurationId.

Mono<Void> deleteDataFeed(String dataFeedId)

Delete a data feed.

Mono<Response<Void>> deleteDataFeedWithResponse(String dataFeedId)

Delete a data feed with REST response.

Mono<Void> deleteDataSourceCredential(String credentialId)

Deletes the data source credential entity identified by credentialId.

Mono<Response<Void>> deleteDataSourceCredentialWithResponse(String credentialId)

Deletes the data source credential entity identified by credentialId.

Mono<Void> deleteDetectionConfig(String detectionConfigurationId)

Delete a metric anomaly detection configuration.

Mono<Response<Void>> deleteDetectionConfigWithResponse(String detectionConfigurationId)

Delete a metric anomaly detection configuration.

Mono<Void> deleteHook(String hookId)

Delete a hook.

Mono<Response<Void>> deleteHookWithResponse(String hookId)

Delete a hook.

Mono<AnomalyAlertConfiguration> getAlertConfig(String alertConfigurationId)

Get the anomaly alert configuration identified by alertConfigurationId.

Mono<Response<AnomalyAlertConfiguration>> getAlertConfigWithResponse(String alertConfigurationId)

Get the anomaly alert configuration identified by alertConfigurationId.

Mono<DataFeed> getDataFeed(String dataFeedId)

Get a data feed by its id.

Mono<DataFeedIngestionProgress> getDataFeedIngestionProgress(String dataFeedId)

Retrieve the ingestion progress of a data feed.

Mono<Response<DataFeedIngestionProgress>> getDataFeedIngestionProgressWithResponse(String dataFeedId)

Retrieve the ingestion progress of a data feed.

Mono<Response<DataFeed>> getDataFeedWithResponse(String dataFeedId)

Get a data feed by its id with REST response.

Mono<DataSourceCredentialEntity> getDataSourceCredential(String credentialId)

Get a data source credential entity by its id.

Mono<Response<DataSourceCredentialEntity>> getDataSourceCredentialWithResponse(String credentialId)

Get a data source credential entity by its id with REST response.

Mono<AnomalyDetectionConfiguration> getDetectionConfig(String detectionConfigurationId)

Get the anomaly detection configuration by its id.

Mono<Response<AnomalyDetectionConfiguration>> getDetectionConfigWithResponse(String detectionConfigurationId)

Get the anomaly detection configuration by its id.

Mono<NotificationHook> getHook(String hookId)

Get a hook by its id.

Mono<Response<NotificationHook>> getHookWithResponse(String hookId)

Get a hook by its id.

PagedFlux<AnomalyAlertConfiguration> listAlertConfigs(String detectionConfigurationId, ListAnomalyAlertConfigsOptions listAnomalyAlertConfigsOptions)

Fetch the anomaly alert configurations associated with a detection configuration.

PagedFlux<DataFeedIngestionStatus> listDataFeedIngestionStatus(String dataFeedId, ListDataFeedIngestionOptions listDataFeedIngestionOptions)

Fetch the ingestion status of a data feed.

PagedFlux<DataFeed> listDataFeeds()

List information of all data feeds on the metrics advisor account.

PagedFlux<DataFeed> listDataFeeds(ListDataFeedOptions listDataFeedOptions)

List information of all data feeds on the metrics advisor account.

PagedFlux<DataSourceCredentialEntity> listDataSourceCredentials()

List information of all data source credential entities on the metrics advisor account.

PagedFlux<DataSourceCredentialEntity> listDataSourceCredentials(ListCredentialEntityOptions listCredentialEntityOptions)

List information of all data source credential entities on the metrics advisor account.

PagedFlux<AnomalyDetectionConfiguration> listDetectionConfigs(String metricId)

Given a metric id, retrieve all anomaly detection configurations applied to it.

PagedFlux<AnomalyDetectionConfiguration> listDetectionConfigs(String metricId, ListDetectionConfigsOptions listDetectionConfigsOptions)

Given a metric id, retrieve all anomaly detection configurations applied to it.

PagedFlux<NotificationHook> listHooks()

List information of hooks on the metrics advisor account.

PagedFlux<NotificationHook> listHooks(ListHookOptions listHookOptions)

List information of hooks.

Mono<Void> refreshDataFeedIngestion(String dataFeedId, OffsetDateTime startTime, OffsetDateTime endTime)

Refresh data ingestion for a period.

Mono<Response<Void>> refreshDataFeedIngestionWithResponse(String dataFeedId, OffsetDateTime startTime, OffsetDateTime endTime)

Refresh data ingestion for a period.

Mono<AnomalyAlertConfiguration> updateAlertConfig(AnomalyAlertConfiguration alertConfiguration)

Update anomaly alert configuration.

Mono<Response<AnomalyAlertConfiguration>> updateAlertConfigWithResponse(AnomalyAlertConfiguration alertConfiguration)

Update anomaly alert configuration.

Mono<DataFeed> updateDataFeed(DataFeed dataFeed)

Update an existing data feed.

Mono<Response<DataFeed>> updateDataFeedWithResponse(DataFeed dataFeed)

Update an existing data feed with REST response.

Mono<DataSourceCredentialEntity> updateDataSourceCredential(DataSourceCredentialEntity dataSourceCredential)

Update a data source credential entity.

Mono<Response<DataSourceCredentialEntity>> updateDataSourceCredentialWithResponse(DataSourceCredentialEntity dataSourceCredential)

Update a data source credential entity with REST response.

Mono<AnomalyDetectionConfiguration> updateDetectionConfig(AnomalyDetectionConfiguration detectionConfiguration)

Update a configuration to detect anomalies in the time series of a metric.

Mono<Response<AnomalyDetectionConfiguration>> updateDetectionConfigWithResponse(AnomalyDetectionConfiguration detectionConfiguration)

Update a configuration to detect anomalies in the time series of a metric.

Mono<NotificationHook> updateHook(NotificationHook notificationHook)

Update an existing notificationHook.

Mono<Response<NotificationHook>> updateHookWithResponse(NotificationHook notificationHook)

Update an existing notification hook.

Methods inherited from java.lang.Object

Method Details

createAlertConfig

public Mono createAlertConfig(AnomalyAlertConfiguration alertConfiguration)

Create a configuration to trigger alert when anomalies are detected.

Code sample

String detectionConfigurationId1 = "9ol48er30-6e6e-4391-b78f-b00dfee1e6f5";
 String detectionConfigurationId2 = "3e58er30-6e6e-4391-b78f-b00dfee1e6f5";
 String hookId1 = "5f48er30-6e6e-4391-b78f-b00dfee1e6f5";
 String hookId2 = "8i48er30-6e6e-4391-b78f-b00dfee1e6f5";

 metricsAdvisorAdminAsyncClient.createAlertConfig(
     new AnomalyAlertConfiguration("My AnomalyAlert config name")
         .setDescription("alert config description")
         .setMetricAlertConfigurations(Arrays.asList(
             new MetricAlertConfiguration(detectionConfigurationId1,
                 MetricAnomalyAlertScope.forWholeSeries()),
             new MetricAlertConfiguration(detectionConfigurationId2,
                 MetricAnomalyAlertScope.forWholeSeries())
                 .setAlertConditions(new MetricAnomalyAlertConditions()
                     .setSeverityRangeCondition(new SeverityCondition(AnomalySeverity.HIGH, AnomalySeverity.HIGH)))))
         .setCrossMetricsOperator(MetricAlertConfigurationsOperator.AND)
         .setHookIdsToAlert(Arrays.asList(hookId1, hookId2)))
     .subscribe(anomalyAlertConfiguration -> {
         System.out.printf("DataPoint Anomaly alert configuration Id: %s%n", anomalyAlertConfiguration.getId());
         System.out.printf("DataPoint Anomaly alert configuration description: %s%n",
             anomalyAlertConfiguration.getDescription());
         System.out.printf("DataPoint Anomaly alert configuration hook ids: %s%n",
             anomalyAlertConfiguration.getHookIdsToAlert());
         System.out.printf("DataPoint Anomaly alert configuration cross metrics operator: %s%n",
             anomalyAlertConfiguration.getCrossMetricsOperator().toString());
     });

Parameters:

alertConfiguration - The anomaly alerting configuration.

Returns:

A Mono containing the created AnomalyAlertConfiguration.

createAlertConfigWithResponse

public Mono> createAlertConfigWithResponse(AnomalyAlertConfiguration alertConfiguration)

Code sample

String detectionConfigurationId1 = "9ol48er30-6e6e-4391-b78f-b00dfee1e6f5";
 String detectionConfigurationId2 = "3e58er30-6e6e-4391-b78f-b00dfee1e6f5";
 String hookId1 = "5f48er30-6e6e-4391-b78f-b00dfee1e6f5";
 String hookId2 = "8i48er30-6e6e-4391-b78f-b00dfee1e6f5";

 metricsAdvisorAdminAsyncClient.createAlertConfigWithResponse(
     new AnomalyAlertConfiguration("My AnomalyAlert config name")
         .setDescription("alert config description")
         .setMetricAlertConfigurations(Arrays.asList(
             new MetricAlertConfiguration(detectionConfigurationId1,
                 MetricAnomalyAlertScope.forWholeSeries()),
             new MetricAlertConfiguration(detectionConfigurationId2,
                 MetricAnomalyAlertScope.forWholeSeries())
                 .setAlertConditions(new MetricAnomalyAlertConditions()
                     .setSeverityRangeCondition(new SeverityCondition(AnomalySeverity.HIGH, AnomalySeverity.HIGH)))))
         .setCrossMetricsOperator(MetricAlertConfigurationsOperator.AND)
         .setHookIdsToAlert(Arrays.asList(hookId1, hookId2)))
     .subscribe(alertConfigurationResponse -> {
         System.out.printf("DataPoint Anomaly alert creation operation status: %s%n",
             alertConfigurationResponse.getStatusCode());
         final AnomalyAlertConfiguration anomalyAlertConfiguration = alertConfigurationResponse.getValue();
         System.out.printf("DataPoint Anomaly alert configuration Id: %s%n", anomalyAlertConfiguration.getId());
         System.out.printf("DataPoint Anomaly alert configuration description: %s%n",
             anomalyAlertConfiguration.getDescription());
         System.out.printf("DataPoint Anomaly alert configuration hook ids: %s%n",
             anomalyAlertConfiguration.getHookIdsToAlert());
         System.out.printf("DataPoint Anomaly alert configuration cross metrics operator: %s%n",
             anomalyAlertConfiguration.getCrossMetricsOperator().toString());
     });

Parameters:

alertConfiguration - The anomaly alerting configuration.

Returns:

A Response<T> of a Mono containing the created AnomalyAlertConfiguration.

createDataFeed

public Mono createDataFeed(DataFeed dataFeed)

Create a new data feed.

Code sample

DataFeed dataFeed = new DataFeed()
     .setName("dataFeedName")
     .setSource(new MySqlDataFeedSource("conn-string", "query"))
     .setGranularity(new DataFeedGranularity().setGranularityType(DataFeedGranularityType.DAILY))
     .setSchema(new DataFeedSchema(
         Arrays.asList(
             new DataFeedMetric("cost"),
             new DataFeedMetric("revenue")
         )).setDimensions(
             Arrays.asList(
                 new DataFeedDimension("city"),
                 new DataFeedDimension("category")
             ))
     )
     .setIngestionSettings(new DataFeedIngestionSettings(OffsetDateTime.parse("2020-01-01T00:00:00Z")))
     .setOptions(new DataFeedOptions()
     .setDescription("data feed description")
     .setRollupSettings(new DataFeedRollupSettings()
         .setRollupType(DataFeedRollupType.AUTO_ROLLUP)));

 metricsAdvisorAdminAsyncClient.createDataFeed(dataFeed)
     .subscribe(createdDataFeed -> {
         System.out.printf("Data feed Id: %s%n", createdDataFeed.getId());
         System.out.printf("Data feed description: %s%n", createdDataFeed.getOptions().getDescription());
         System.out.printf("Data feed source type: %s%n", createdDataFeed.getSourceType());
         System.out.printf("Data feed creator: %s%n", createdDataFeed.getCreator());
     });

Parameters:

dataFeed - The data feed to be created.

Returns:

A Mono containing the created data feed.

createDataFeedWithResponse

public Mono> createDataFeedWithResponse(DataFeed dataFeed)

Create a new data feed with REST response.

Code sample

DataFeed dataFeed = new DataFeed()
     .setName("dataFeedName")
     .setSource(new MySqlDataFeedSource("conn-string", "query"))
     .setGranularity(new DataFeedGranularity().setGranularityType(DataFeedGranularityType.DAILY))
     .setSchema(new DataFeedSchema(
         Arrays.asList(
             new DataFeedMetric("metric1"),
             new DataFeedMetric("metric2")
         )
     ))
     .setIngestionSettings(new DataFeedIngestionSettings(OffsetDateTime.parse("2020-01-01T00:00:00Z")))
     .setOptions(new DataFeedOptions()
         .setDescription("data feed description")
         .setRollupSettings(new DataFeedRollupSettings()
             .setRollupType(DataFeedRollupType.AUTO_ROLLUP)));

 metricsAdvisorAdminAsyncClient.createDataFeedWithResponse(dataFeed)
     .subscribe(dataFeedResponse -> {
         System.out.printf("Data feed create operation status: %s%n", dataFeedResponse.getStatusCode());
         DataFeed createdDataFeed = dataFeedResponse.getValue();
         System.out.printf("Data feed Id: %s%n", createdDataFeed.getId());
         System.out.printf("Data feed description: %s%n", createdDataFeed.getOptions().getDescription());
         System.out.printf("Data feed source type: %s%n", createdDataFeed.getSourceType());
         System.out.printf("Data feed creator: %s%n", createdDataFeed.getCreator());
     });

Parameters:

dataFeed - The data feed to be created.

Returns:

A Response<T> of a Mono containing the created DataFeed.

createDataSourceCredential

public Mono createDataSourceCredential(DataSourceCredentialEntity dataSourceCredential)

Create a data source credential entity.

Code sample

DataSourceCredentialEntity datasourceCredential;
 final String name = "sample_name" + UUID.randomUUID();
 final String cId = "f45668b2-bffa-11eb-8529-0246ac130003";
 final String tId = "67890ded-5e07-4e52-b225-4ae8f905afb5";
 final String mockSecret = "890hy69-5e07-4e52-b225-4ae8f905afb5";

 datasourceCredential = new DataSourceServicePrincipalInKeyVault()
     .setName(name)
     .setKeyVaultForDataSourceSecrets("kv", cId, mockSecret)
     .setTenantId(tId)
     .setSecretNameForDataSourceClientId("DSClientID_1")
     .setSecretNameForDataSourceClientSecret("DSClientSer_1");

 metricsAdvisorAdminAsyncClient.createDataSourceCredential(datasourceCredential)
     .subscribe(credentialEntity -> {
         if (credentialEntity instanceof DataSourceServicePrincipalInKeyVault) {
             DataSourceServicePrincipalInKeyVault actualCredentialSPInKV
                 = (DataSourceServicePrincipalInKeyVault) credentialEntity;
             System.out
                 .printf("Actual credential entity key vault endpoint: %s%n",
                     actualCredentialSPInKV.getKeyVaultEndpoint());
             System.out.printf("Actual credential entity key vault client Id: %s%n",
                 actualCredentialSPInKV.getKeyVaultClientId());
             System.out.printf("Actual credential entity key vault secret name for data source: %s%n",
                 actualCredentialSPInKV.getSecretNameForDataSourceClientId());
             System.out.printf("Actual credential entity key vault secret for data source: %s%n",
                 actualCredentialSPInKV.getSecretNameForDataSourceClientSecret());
         }
     });

Parameters:

dataSourceCredential - The credential entity.

Returns:

A Mono containing the created DataSourceCredentialEntity.

createDataSourceCredentialWithResponse

public Mono> createDataSourceCredentialWithResponse(DataSourceCredentialEntity dataSourceCredential)

Create a data source credential entity with REST response.

Code sample

DataSourceCredentialEntity datasourceCredential;
 final String name = "sample_name" + UUID.randomUUID();
 final String cId = "f45668b2-bffa-11eb-8529-0246ac130003";
 final String tId = "67890ded-5e07-4e52-b225-4ae8f905afb5";
 final String mockSecret = "890hy69-5e07-4e52-b225-4ae8f905afb5";

 datasourceCredential = new DataSourceServicePrincipalInKeyVault()
     .setName(name)
     .setKeyVaultForDataSourceSecrets("kv", cId, mockSecret)
     .setTenantId(tId)
     .setSecretNameForDataSourceClientId("DSClientID_1")
     .setSecretNameForDataSourceClientSecret("DSClientSer_1");

 metricsAdvisorAdminAsyncClient.createDataSourceCredentialWithResponse(datasourceCredential)
     .subscribe(credentialEntityWithResponse -> {
         System.out.printf("Credential Entity creation operation status: %s%n",
             credentialEntityWithResponse.getStatusCode());
         if (credentialEntityWithResponse.getValue() instanceof DataSourceServicePrincipalInKeyVault) {
             DataSourceServicePrincipalInKeyVault actualCredentialSPInKV
                 = (DataSourceServicePrincipalInKeyVault) credentialEntityWithResponse.getValue();
             System.out
                 .printf("Actual credential entity key vault endpoint: %s%n",
                     actualCredentialSPInKV.getKeyVaultEndpoint());
             System.out.printf("Actual credential entity key vault client Id: %s%n",
                 actualCredentialSPInKV.getKeyVaultClientId());
             System.out.printf("Actual credential entity key vault secret name for data source: %s%n",
                 actualCredentialSPInKV.getSecretNameForDataSourceClientId());
             System.out.printf("Actual credential entity key vault secret for data source: %s%n",
                 actualCredentialSPInKV.getSecretNameForDataSourceClientSecret());
         }
     });

Parameters:

dataSourceCredential - The credential entity.

Returns:

A Mono containing the created DataSourceCredentialEntity.

createDetectionConfig

public Mono createDetectionConfig(String metricId, AnomalyDetectionConfiguration detectionConfiguration)

Create a configuration to detect anomalies in the time series of a metric.

Code sample

final MetricWholeSeriesDetectionCondition wholeSeriesCondition = new MetricWholeSeriesDetectionCondition()
     .setConditionOperator(DetectionConditionOperator.OR)
     .setSmartDetectionCondition(new SmartDetectionCondition(
         50,
         AnomalyDetectorDirection.BOTH,
         new SuppressCondition(50, 50)))
     .setHardThresholdCondition(new HardThresholdCondition(
         AnomalyDetectorDirection.BOTH,
         new SuppressCondition(5, 5))
         .setLowerBound(0.0)
         .setUpperBound(100.0))
     .setChangeThresholdCondition(new ChangeThresholdCondition(
         50,
         30,
         true,
         AnomalyDetectorDirection.BOTH,
         new SuppressCondition(2, 2)));

 final String detectionConfigName = "my_detection_config";
 final String detectionConfigDescription = "anomaly detection config for metric";
 final AnomalyDetectionConfiguration detectionConfig
     = new AnomalyDetectionConfiguration(detectionConfigName)
     .setDescription(detectionConfigDescription)
     .setWholeSeriesDetectionCondition(wholeSeriesCondition);

 final String metricId = "0b836da8-10e6-46cd-8f4f-28262e113a62";
 metricsAdvisorAdminAsyncClient
     .createDetectionConfig(metricId, detectionConfig)
     .subscribe(createdDetectionConfig -> {
         System.out.printf("Detection config Id: %s%n", createdDetectionConfig.getId());
         System.out.printf("Name: %s%n", createdDetectionConfig.getName());
         System.out.printf("Description: %s%n", createdDetectionConfig.getDescription());
         System.out.printf("MetricId: %s%n", createdDetectionConfig.getMetricId());
     });

Parameters:

metricId - The metric id to associate the configuration with.
detectionConfiguration - The anomaly detection configuration.

Returns:

A Mono containing the created AnomalyDetectionConfiguration.

createDetectionConfigWithResponse

public Mono> createDetectionConfigWithResponse(String metricId, AnomalyDetectionConfiguration detectionConfiguration)

Create a configuration to detect anomalies in the time series of a metric.

Code sample

final MetricWholeSeriesDetectionCondition wholeSeriesCondition = new MetricWholeSeriesDetectionCondition()
     .setConditionOperator(DetectionConditionOperator.OR)
     .setSmartDetectionCondition(new SmartDetectionCondition(
         50,
         AnomalyDetectorDirection.BOTH,
         new SuppressCondition(50, 50)))
     .setHardThresholdCondition(new HardThresholdCondition(
         AnomalyDetectorDirection.BOTH,
         new SuppressCondition(5, 5))
         .setLowerBound(0.0)
         .setUpperBound(100.0))
     .setChangeThresholdCondition(new ChangeThresholdCondition(
         50,
         30,
         true,
         AnomalyDetectorDirection.BOTH,
         new SuppressCondition(2, 2)));

 final String detectionConfigName = "my_detection_config";
 final String detectionConfigDescription = "anomaly detection config for metric";
 final AnomalyDetectionConfiguration detectionConfig
     = new AnomalyDetectionConfiguration(detectionConfigName)
     .setDescription(detectionConfigDescription)
     .setWholeSeriesDetectionCondition(wholeSeriesCondition);

 final String metricId = "0b836da8-10e6-46cd-8f4f-28262e113a62";
 metricsAdvisorAdminAsyncClient
     .createDetectionConfigWithResponse(metricId, detectionConfig)
     .subscribe(response -> {
         System.out.printf("Response statusCode: %d%n", response.getStatusCode());
         AnomalyDetectionConfiguration createdDetectionConfig = response.getValue();
         System.out.printf("Detection config Id: %s%n", createdDetectionConfig.getId());
         System.out.printf("Name: %s%n", createdDetectionConfig.getName());
         System.out.printf("Description: %s%n", createdDetectionConfig.getDescription());
         System.out.printf("MetricId: %s%n", createdDetectionConfig.getMetricId());
     });

Parameters:

metricId - The metric id to associate the configuration with.
detectionConfiguration - The anomaly detection configuration.

Returns:

A Response<T> of a Mono containing the created AnomalyDetectionConfiguration.

createHook

public Mono createHook(NotificationHook notificationHook)

Creates a notificationHook that receives anomaly incident alerts.

Code sample

NotificationHook emailNotificationHook = new EmailNotificationHook("email hook")
     .setDescription("my email hook")
     .setEmailsToAlert(new ArrayList<String>() {{
             add("alertme@alertme.com");
         }})
     .setExternalLink("https://adwiki.azurewebsites.net/articles/howto/alerts/create-hooks.html");

 metricsAdvisorAdminAsyncClient.createHook(emailNotificationHook)
     .subscribe(hook -> {
         EmailNotificationHook createdEmailHook = (EmailNotificationHook) hook;
         System.out.printf("NotificationHook Id: %s%n", createdEmailHook.getId());
         System.out.printf("NotificationHook Name: %s%n", createdEmailHook.getName());
         System.out.printf("NotificationHook Description: %s%n", createdEmailHook.getDescription());
         System.out.printf("NotificationHook External Link: %s%n", createdEmailHook.getExternalLink());
         System.out.printf("NotificationHook Emails: %s%n", String.join(",",
             createdEmailHook.getEmailsToAlert()));
     });

Parameters:

notificationHook - The notificationHook.

Returns:

A Mono containing the created NotificationHook.

createHookWithResponse

public Mono> createHookWithResponse(NotificationHook notificationHook)

Creates a notificationHook that receives anomaly incident alerts.

Code sample

NotificationHook emailNotificationHook = new EmailNotificationHook("email hook")
     .setDescription("my email hook")
     .setEmailsToAlert(new ArrayList<String>() {{
             add("alertme@alertme.com");
         }})
     .setExternalLink("https://adwiki.azurewebsites.net/articles/howto/alerts/create-hooks.html");

 metricsAdvisorAdminAsyncClient.createHookWithResponse(emailNotificationHook)
     .subscribe(response -> {
         System.out.printf("Response statusCode: %d%n", response.getStatusCode());
         EmailNotificationHook createdEmailHook = (EmailNotificationHook) response.getValue();
         System.out.printf("NotificationHook Id: %s%n", createdEmailHook.getId());
         System.out.printf("NotificationHook Name: %s%n", createdEmailHook.getName());
         System.out.printf("NotificationHook Description: %s%n", createdEmailHook.getDescription());
         System.out.printf("NotificationHook External Link: %s%n", createdEmailHook.getExternalLink());
         System.out.printf("NotificationHook Emails: %s%n", String.join(",",
             createdEmailHook.getEmailsToAlert()));
     });

Parameters:

notificationHook - The notificationHook.

Returns:

A Response<T> of a Mono containing the created NotificationHook.

deleteAlertConfig

public Mono deleteAlertConfig(String alertConfigurationId)

Deletes the anomaly alert configuration identified by alertConfigurationId.

Code sample

String alertConfigId = "1p0f8er30-6e6e-4391-b78f-bpfdfee1e6f5";
 metricsAdvisorAdminAsyncClient.deleteAlertConfig(alertConfigId);

Parameters:

alertConfigurationId - The anomaly alert configuration id.

Returns:

An empty Mono.

deleteAlertConfigWithResponse

public Mono> deleteAlertConfigWithResponse(String alertConfigurationId)

Deletes the anomaly alert configuration identified by alertConfigurationId.

Code sample

String alertConfigId = "1p0f8er30-6e6e-4391-b78f-bpfdfee1e6f5";

 metricsAdvisorAdminAsyncClient.deleteAlertConfigWithResponse(alertConfigId)
     .subscribe(response -> {
         System.out.printf("DataPoint  Anomaly alert config delete operation status : %s%n",
             response.getStatusCode());
     });

Parameters:

alertConfigurationId - The anomaly alert configuration id.

Returns:

A response containing status code and headers returned after the operation.

deleteDataFeed

public Mono deleteDataFeed(String dataFeedId)

Delete a data feed.

Code sample

final String dataFeedId = "t00853f1-9080-447f-bacf-8dccf2e86f";
 metricsAdvisorAdminAsyncClient.deleteDataFeed(dataFeedId);

Parameters:

dataFeedId - The data feed unique id.

Returns:

An empty Mono.

deleteDataFeedWithResponse

public Mono> deleteDataFeedWithResponse(String dataFeedId)

Delete a data feed with REST response.

Code sample

final String dataFeedId = "eh0854f1-8927-447f-bacf-8dccf2e86fwe";
 metricsAdvisorAdminAsyncClient.deleteDataFeedWithResponse(dataFeedId)
     .subscribe(response ->
         System.out.printf("Data feed delete operation status : %s%n", response.getStatusCode()));

Parameters:

dataFeedId - The data feed unique id.

Returns:

A response containing status code and headers returned after the operation.

deleteDataSourceCredential

public Mono deleteDataSourceCredential(String credentialId)

Deletes the data source credential entity identified by credentialId.

Code sample

final String datasourceCredentialId = "t00853f1-9080-447f-bacf-8dccf2e86f";
 metricsAdvisorAdminAsyncClient.deleteDataFeed(datasourceCredentialId);

Parameters:

credentialId - The data source credential entity id.

Returns:

An empty Mono.

deleteDataSourceCredentialWithResponse

public Mono> deleteDataSourceCredentialWithResponse(String credentialId)

Deletes the data source credential entity identified by credentialId.

Code sample

final String datasourceCredentialId = "eh0854f1-8927-447f-bacf-8dccf2e86fwe";
 metricsAdvisorAdminAsyncClient.deleteDataSourceCredentialWithResponse(datasourceCredentialId)
     .subscribe(response ->
         System.out.printf("Datasource credential delete operation status : %s%n", response.getStatusCode()));

Parameters:

credentialId - The data source credential entity id.

Returns:

A response containing status code and headers returned after the operation.

deleteDetectionConfig

public Mono deleteDetectionConfig(String detectionConfigurationId)

Delete a metric anomaly detection configuration.

Parameters:

detectionConfigurationId - The metric anomaly detection configuration unique id. Code sample
 final String detectionConfigId = "7b8069a1-1564-46da-9f50-b5d0dd9129ab";
 metricsAdvisorAdminAsyncClient
     .deleteDetectionConfig(detectionConfigId)
     .subscribe();
 

Returns:

An empty Mono.

deleteDetectionConfigWithResponse

public Mono> deleteDetectionConfigWithResponse(String detectionConfigurationId)

Delete a metric anomaly detection configuration.

Code sample

final String detectionConfigId = "7b8069a1-1564-46da-9f50-b5d0dd9129ab";
 metricsAdvisorAdminAsyncClient
     .deleteDetectionConfigWithResponse(detectionConfigId)
     .subscribe(response ->
         System.out.printf("Response statusCode: %d%n", response.getStatusCode()));

Parameters:

detectionConfigurationId - The metric anomaly detection configuration unique id.

Returns:

A Response<T> of a Mono.

deleteHook

public Mono deleteHook(String hookId)

Delete a hook.

Code sample

final String emailHookId = "f00853f1-6627-447f-bacf-8dccf2e86fed";
 metricsAdvisorAdminAsyncClient.deleteHook(emailHookId);

Parameters:

hookId - The hook unique id.

Returns:

An empty Mono.

deleteHookWithResponse

public Mono> deleteHookWithResponse(String hookId)

Delete a hook.

Code sample

final String emailHookId = "f00853f1-6627-447f-bacf-8dccf2e86fed";
 metricsAdvisorAdminAsyncClient.deleteHookWithResponse(emailHookId)
     .subscribe(response -> {
         System.out.printf("Response statusCode: %d%n", response.getStatusCode());
     });

Parameters:

hookId - The hook unique id.

Returns:

A Response<T> of a Mono.

getAlertConfig

public Mono getAlertConfig(String alertConfigurationId)

Get the anomaly alert configuration identified by alertConfigurationId.

Code sample

String alertConfigId = "1p0f8er30-6e6e-4391-b78f-bpfdfee1e6f5";

 metricsAdvisorAdminAsyncClient.getAlertConfig(alertConfigId)
     .subscribe(anomalyAlertConfiguration -> {
         System.out.printf("DataPoint Anomaly alert configuration Id: %s%n", anomalyAlertConfiguration.getId());
         System.out.printf("DataPoint Anomaly alert configuration description: %s%n",
             anomalyAlertConfiguration.getDescription());
         System.out.printf("DataPoint Anomaly alert configuration hook ids: %s%n",
             anomalyAlertConfiguration.getHookIdsToAlert());
         System.out.printf("DataPoint Anomaly alert configuration cross metrics operator: %s%n",
             anomalyAlertConfiguration.getCrossMetricsOperator().toString());
     });

Parameters:

alertConfigurationId - The anomaly alert configuration id.

Returns:

A Mono containing the AnomalyAlertConfiguration identified by the given id.

getAlertConfigWithResponse

public Mono> getAlertConfigWithResponse(String alertConfigurationId)

Get the anomaly alert configuration identified by alertConfigurationId.

Code sample

String alertConfigId = "1p0f8er30-6e6e-4391-b78f-bpfdfee1e6f5";

 metricsAdvisorAdminAsyncClient.getAlertConfigWithResponse(alertConfigId)
     .subscribe(alertConfigurationResponse -> {
         System.out.printf("DataPointAnomaly alert creation operation status: %s%n",
             alertConfigurationResponse.getStatusCode());
         final AnomalyAlertConfiguration anomalyAlertConfiguration = alertConfigurationResponse.getValue();
         System.out.printf("DataPoint Anomaly alert configuration Id: %s%n", anomalyAlertConfiguration.getId());
         System.out.printf("DataPoint Anomaly alert configuration description: %s%n",
             anomalyAlertConfiguration.getDescription());
         System.out.printf("DataPoint Anomaly alert configuration hook ids: %s%n",
             anomalyAlertConfiguration.getHookIdsToAlert());
         System.out.printf("DataPoint Anomaly alert configuration cross metrics operator: %s%n",
             anomalyAlertConfiguration.getCrossMetricsOperator().toString());
     });

Parameters:

alertConfigurationId - The anomaly alert configuration id.

Returns:

A Response<T> of a Mono containing the AnomalyAlertConfiguration identified by the given id.

getDataFeed

public Mono getDataFeed(String dataFeedId)

Get a data feed by its id.

Code sample

final String dataFeedId = "r47053f1-9080-09lo-bacf-8dccf2e86f";
 metricsAdvisorAdminAsyncClient.getDataFeed(dataFeedId)
     .subscribe(dataFeed -> {
         System.out.printf("Data feed Id: %s%n", dataFeed.getId());
         System.out.printf("Data feed description: %s%n", dataFeed.getOptions().getDescription());
         System.out.printf("Data feed source type: %s%n", dataFeed.getSourceType());
         System.out.printf("Data feed creator: %s%n", dataFeed.getCreator());
     });

Parameters:

dataFeedId - The data feed unique id.

Returns:

The data feed for the provided id.

getDataFeedIngestionProgress

public Mono getDataFeedIngestionProgress(String dataFeedId)

Retrieve the ingestion progress of a data feed.

Code sample

final String dataFeedId = "4957a2f7-a0f4-4fc0-b8d7-d866c1df0f4c";
 metricsAdvisorAdminAsyncClient.getDataFeedIngestionProgress(dataFeedId)
     .subscribe(ingestionProgress -> {
         System.out.printf("Latest active timestamp: %s%n", ingestionProgress.getLatestActiveTimestamp());
         System.out.printf("Latest successful timestamp: %s%n", ingestionProgress.getLatestSuccessTimestamp());
     });

Parameters:

dataFeedId - The data feed id.

Returns:

A Mono containing DataFeedIngestionProgress of the data feed.

getDataFeedIngestionProgressWithResponse

public Mono> getDataFeedIngestionProgressWithResponse(String dataFeedId)

Retrieve the ingestion progress of a data feed.

Code sample

final String dataFeedId = "4957a2f7-a0f4-4fc0-b8d7-d866c1df0f4c";
 metricsAdvisorAdminAsyncClient.getDataFeedIngestionProgressWithResponse(dataFeedId, Context.NONE)
     .subscribe(response -> {
         System.out.printf("Response statusCode: %d%n", response.getStatusCode());
         DataFeedIngestionProgress ingestionProgress = response.getValue();
         System.out.printf("Latest active timestamp: %s%n", ingestionProgress.getLatestActiveTimestamp());
         System.out.printf("Latest successful timestamp: %s%n", ingestionProgress.getLatestSuccessTimestamp());
     });

Parameters:

dataFeedId - The data feed id.

Returns:

A Response<T> of a Mono containing DataFeedIngestionProgress of the data feed.

getDataFeedWithResponse

public Mono> getDataFeedWithResponse(String dataFeedId)

Get a data feed by its id with REST response.

Code sample

final String dataFeedId = "r47053f1-9080-09lo-bacf-8dccf2e86f";
 metricsAdvisorAdminAsyncClient.getDataFeedWithResponse(dataFeedId)
     .subscribe(dataFeedResponse -> {
         System.out.printf("Data feed get operation status: %s%n", dataFeedResponse.getStatusCode());
         DataFeed dataFeed = dataFeedResponse.getValue();
         System.out.printf("Data feed Id: %s%n", dataFeed.getId());
         System.out.printf("Data feed description: %s%n", dataFeed.getOptions().getDescription());
         System.out.printf("Data feed source type: %s%n", dataFeed.getSourceType());
         System.out.printf("Data feed creator: %s%n", dataFeed.getCreator());
     });

Parameters:

dataFeedId - The data feed unique id.

Returns:

The data feed for the provided id.

getDataSourceCredential

public Mono getDataSourceCredential(String credentialId)

Get a data source credential entity by its id.

Code sample

final String datasourceCredentialId = "f45668b2-bffa-11eb-8529-0246ac130003";

 metricsAdvisorAdminAsyncClient.getDataSourceCredential(datasourceCredentialId)
     .subscribe(credentialEntity -> {
         if (credentialEntity instanceof DataSourceServicePrincipalInKeyVault) {
             DataSourceServicePrincipalInKeyVault actualCredentialSPInKV
                 = (DataSourceServicePrincipalInKeyVault) credentialEntity;
             System.out
                 .printf("Actual credential entity key vault endpoint: %s%n",
                     actualCredentialSPInKV.getKeyVaultEndpoint());
             System.out.printf("Actual credential entity key vault client Id: %s%n",
                 actualCredentialSPInKV.getKeyVaultClientId());
             System.out.printf("Actual credential entity key vault secret name for data source: %s%n",
                 actualCredentialSPInKV.getSecretNameForDataSourceClientId());
             System.out.printf("Actual credential entity key vault secret for data source: %s%n",
                 actualCredentialSPInKV.getSecretNameForDataSourceClientSecret());
         }
     });

Parameters:

credentialId - The data source credential entity unique id.

Returns:

The data source credential entity for the provided id.

getDataSourceCredentialWithResponse

public Mono> getDataSourceCredentialWithResponse(String credentialId)

Get a data source credential entity by its id with REST response.

Code sample

final String datasourceCredentialId = "f45668b2-bffa-11eb-8529-0246ac130003";

 metricsAdvisorAdminAsyncClient.getDataSourceCredentialWithResponse(datasourceCredentialId)
     .subscribe(credentialEntityWithResponse -> {
         System.out.printf("Credential Entity creation operation status: %s%n",
             credentialEntityWithResponse.getStatusCode());
         if (credentialEntityWithResponse.getValue() instanceof DataSourceServicePrincipalInKeyVault) {
             DataSourceServicePrincipalInKeyVault actualCredentialSPInKV
                 = (DataSourceServicePrincipalInKeyVault) credentialEntityWithResponse.getValue();
             System.out
                 .printf("Actual credential entity key vault endpoint: %s%n",
                     actualCredentialSPInKV.getKeyVaultEndpoint());
             System.out.printf("Actual credential entity key vault client Id: %s%n",
                 actualCredentialSPInKV.getKeyVaultClientId());
             System.out.printf("Actual credential entity key vault secret name for data source: %s%n",
                 actualCredentialSPInKV.getSecretNameForDataSourceClientId());
             System.out.printf("Actual credential entity key vault secret for data source: %s%n",
                 actualCredentialSPInKV.getSecretNameForDataSourceClientSecret());
         }
     });

Parameters:

credentialId - The data source credential entity unique id.

Returns:

The data source credential entity for the provided id.

getDetectionConfig

public Mono getDetectionConfig(String detectionConfigurationId)

Get the anomaly detection configuration by its id.

Code sample

final String detectionConfigId = "7b8069a1-1564-46da-9f50-b5d0dd9129ab";
 metricsAdvisorAdminAsyncClient
     .getDetectionConfig(detectionConfigId)
     .subscribe(detectionConfig -> {
         System.out.printf("Detection config Id: %s%n", detectionConfig.getId());
         System.out.printf("Name: %s%n", detectionConfig.getName());
         System.out.printf("Description: %s%n", detectionConfig.getDescription());
         System.out.printf("MetricId: %s%n", detectionConfig.getMetricId());

         System.out.printf("Detection conditions specified for configuration...%n");

         System.out.printf("Whole Series Detection Conditions:%n");
         MetricWholeSeriesDetectionCondition wholeSeriesDetectionCondition
             = detectionConfig.getWholeSeriesDetectionCondition();

         System.out.printf("- Use %s operator for multiple detection conditions:%n",
             wholeSeriesDetectionCondition.getConditionOperator());

         System.out.printf("- Smart Detection Condition:%n");
         System.out.printf(" - Sensitivity: %s%n",
             wholeSeriesDetectionCondition.getSmartDetectionCondition()
                 .getSensitivity());
         System.out.printf(" - Detection direction: %s%n",
             wholeSeriesDetectionCondition.getSmartDetectionCondition()
                 .getAnomalyDetectorDirection());
         System.out.printf(" - Suppress conditions: minimum number: %s; minimum ratio: %s%n",
             wholeSeriesDetectionCondition.getSmartDetectionCondition()
                 .getSuppressCondition().getMinNumber(),
             wholeSeriesDetectionCondition.getSmartDetectionCondition()
                 .getSuppressCondition().getMinRatio());

         System.out.printf("- Hard Threshold Condition:%n");
         System.out.printf(" - Lower bound: %s%n",
             wholeSeriesDetectionCondition.getHardThresholdCondition()
                 .getLowerBound());
         System.out.printf(" - Upper bound: %s%n",
             wholeSeriesDetectionCondition.getHardThresholdCondition()
                 .getUpperBound());
         System.out.printf(" - Suppress conditions: minimum number: %s; minimum ratio: %s%n",
             wholeSeriesDetectionCondition.getHardThresholdCondition()
                 .getSuppressCondition().getMinNumber(),
             wholeSeriesDetectionCondition.getHardThresholdCondition()
                 .getSuppressCondition().getMinRatio());

         System.out.printf("- Change Threshold Condition:%n");
         System.out.printf(" - Change percentage: %s%n",
             wholeSeriesDetectionCondition.getChangeThresholdCondition()
                 .getChangePercentage());
         System.out.printf(" - Shift point: %s%n",
             wholeSeriesDetectionCondition.getChangeThresholdCondition()
                 .getShiftPoint());
         System.out.printf(" - Detect anomaly if within range: %s%n",
             wholeSeriesDetectionCondition.getChangeThresholdCondition()
                 .isWithinRange());
         System.out.printf(" - Suppress conditions: minimum number: %s; minimum ratio: %s%n",
             wholeSeriesDetectionCondition.getChangeThresholdCondition()
                 .getSuppressCondition().getMinNumber(),
             wholeSeriesDetectionCondition.getChangeThresholdCondition()
                 .getSuppressCondition().getMinRatio());

         List<MetricSingleSeriesDetectionCondition> seriesDetectionConditions
             = detectionConfig.getSeriesDetectionConditions();
         System.out.printf("Series Detection Conditions:%n");
         for (MetricSingleSeriesDetectionCondition seriesDetectionCondition : seriesDetectionConditions) {
             DimensionKey seriesKey = seriesDetectionCondition.getSeriesKey();
             final String seriesKeyStr
                 = Arrays.toString(seriesKey.asMap().entrySet().stream().toArray());
             System.out.printf("- Series Key: %s%n", seriesKeyStr);
             System.out.printf(" - Use %s operator for multiple detection conditions:%n",
                 seriesDetectionCondition.getConditionOperator());

             System.out.printf(" - Smart Detection Condition:%n");
             System.out.printf("  - Sensitivity: %s%n",
                 seriesDetectionCondition.getSmartDetectionCondition()
                     .getSensitivity());
             System.out.printf("  - Detection direction: %s%n",
                 seriesDetectionCondition.getSmartDetectionCondition()
                     .getAnomalyDetectorDirection());
             System.out.printf("  - Suppress conditions: minimum number: %s; minimum ratio: %s%n",
                 seriesDetectionCondition.getSmartDetectionCondition()
                     .getSuppressCondition().getMinNumber(),
                 seriesDetectionCondition.getSmartDetectionCondition()
                     .getSuppressCondition().getMinRatio());

             System.out.printf(" - Hard Threshold Condition:%n");
             System.out.printf("  -  Lower bound: %s%n",
                 seriesDetectionCondition.getHardThresholdCondition()
                     .getLowerBound());
             System.out.printf("  -  Upper bound: %s%n",
                 seriesDetectionCondition.getHardThresholdCondition()
                     .getUpperBound());
             System.out.printf("  -  Suppress conditions: minimum number: %s; minimum ratio: %s%n",
                 seriesDetectionCondition.getHardThresholdCondition()
                     .getSuppressCondition().getMinNumber(),
                 seriesDetectionCondition.getHardThresholdCondition()
                     .getSuppressCondition().getMinRatio());

             System.out.printf(" - Change Threshold Condition:%n");
             System.out.printf("  -  Change percentage: %s%n",
                 seriesDetectionCondition.getChangeThresholdCondition()
                     .getChangePercentage());
             System.out.printf("  -  Shift point: %s%n",
                 seriesDetectionCondition.getChangeThresholdCondition()
                     .getShiftPoint());
             System.out.printf("  -  Detect anomaly if within range: %s%n",
                 seriesDetectionCondition.getChangeThresholdCondition()
                     .isWithinRange());
             System.out.printf("  -  Suppress conditions: minimum number: %s; minimum ratio: %s%n",
                 seriesDetectionCondition.getChangeThresholdCondition()
                     .getSuppressCondition().getMinNumber(),
                 seriesDetectionCondition.getChangeThresholdCondition()
                     .getSuppressCondition().getMinRatio());
         }

         List<MetricSeriesGroupDetectionCondition> seriesGroupDetectionConditions
             = detectionConfig.getSeriesGroupDetectionConditions();
         System.out.printf("Series Group Detection Conditions:%n");
         for (MetricSeriesGroupDetectionCondition seriesGroupDetectionCondition
             : seriesGroupDetectionConditions) {
             DimensionKey seriesGroupKey = seriesGroupDetectionCondition.getSeriesGroupKey();
             final String seriesGroupKeyStr
                 = Arrays.toString(seriesGroupKey.asMap().entrySet().stream().toArray());
             System.out.printf("- Series Group Key: %s%n", seriesGroupKeyStr);
             System.out.printf(" - Use %s operator for multiple detection conditions:%n",
                 seriesGroupDetectionCondition.getConditionOperator());

             System.out.printf(" - Smart Detection Condition:%n");
             System.out.printf("  - Sensitivity: %s%n",
                 seriesGroupDetectionCondition.getSmartDetectionCondition()
                     .getSensitivity());
             System.out.printf("  - Detection direction: %s%n",
                 seriesGroupDetectionCondition.getSmartDetectionCondition()
                     .getAnomalyDetectorDirection());
             System.out.printf("  - Suppress conditions: minimum number: %s; minimum ratio: %s%n",
                 seriesGroupDetectionCondition.getSmartDetectionCondition()
                     .getSuppressCondition().getMinNumber(),
                 seriesGroupDetectionCondition.getSmartDetectionCondition()
                     .getSuppressCondition().getMinRatio());

             System.out.printf(" - Hard Threshold Condition:%n");
             System.out.printf("  -  Lower bound: %s%n",
                 seriesGroupDetectionCondition.getHardThresholdCondition()
                     .getLowerBound());
             System.out.printf("  -  Upper bound: %s%n",
                 seriesGroupDetectionCondition.getHardThresholdCondition()
                     .getUpperBound());
             System.out.printf("  -  Suppress conditions: minimum number: %s; minimum ratio: %s%n",
                 seriesGroupDetectionCondition.getHardThresholdCondition()
                     .getSuppressCondition().getMinNumber(),
                 seriesGroupDetectionCondition.getHardThresholdCondition()
                     .getSuppressCondition().getMinRatio());

             System.out.printf(" - Change Threshold Condition:%n");
             System.out.printf("  -  Change percentage: %s%n",
                 seriesGroupDetectionCondition.getChangeThresholdCondition()
                     .getChangePercentage());
             System.out.printf("  -  Shift point: %s%n",
                 seriesGroupDetectionCondition.getChangeThresholdCondition()
                     .getShiftPoint());
             System.out.printf("  -  Detect anomaly if within range: %s%n",
                 seriesGroupDetectionCondition.getChangeThresholdCondition()
                     .isWithinRange());
             System.out.printf("  -  Suppress conditions: minimum number: %s; minimum ratio: %s%n",
                 seriesGroupDetectionCondition.getChangeThresholdCondition()
                     .getSuppressCondition().getMinNumber(),
                 seriesGroupDetectionCondition.getChangeThresholdCondition()
                     .getSuppressCondition().getMinRatio());
         }
     });

Parameters:

detectionConfigurationId - The anomaly detection configuration id.

Returns:

A Mono containing the AnomalyDetectionConfiguration for the provided id.

getDetectionConfigWithResponse

public Mono> getDetectionConfigWithResponse(String detectionConfigurationId)

Get the anomaly detection configuration by its id.

Code sample

final String detectionConfigId = "7b8069a1-1564-46da-9f50-b5d0dd9129ab";
 metricsAdvisorAdminAsyncClient
     .getDetectionConfigWithResponse(detectionConfigId)
     .subscribe(response -> {
         System.out.printf("Response statusCode: %d%n", response.getStatusCode());

         AnomalyDetectionConfiguration detectionConfig = response.getValue();
         System.out.printf("Detection config Id: %s%n", detectionConfig.getId());
         System.out.printf("Name: %s%n", detectionConfig.getName());
         System.out.printf("Description: %s%n", detectionConfig.getDescription());
         System.out.printf("MetricId: %s%n", detectionConfig.getMetricId());

         System.out.printf("Detection conditions specified for configuration...%n");

         System.out.printf("Whole Series Detection Conditions:%n");
         MetricWholeSeriesDetectionCondition wholeSeriesDetectionCondition
             = detectionConfig.getWholeSeriesDetectionCondition();

         System.out.printf("- Use %s operator for multiple detection conditions:%n",
             wholeSeriesDetectionCondition.getConditionOperator());

         System.out.printf("- Smart Detection Condition:%n");
         System.out.printf(" - Sensitivity: %s%n",
             wholeSeriesDetectionCondition.getSmartDetectionCondition()
                 .getSensitivity());
         System.out.printf(" - Detection direction: %s%n",
             wholeSeriesDetectionCondition.getSmartDetectionCondition()
                 .getAnomalyDetectorDirection());
         System.out.printf(" - Suppress conditions: minimum number: %s; minimum ratio: %s%n",
             wholeSeriesDetectionCondition.getSmartDetectionCondition()
                 .getSuppressCondition().getMinNumber(),
             wholeSeriesDetectionCondition.getSmartDetectionCondition()
                 .getSuppressCondition().getMinRatio());

         System.out.printf("- Hard Threshold Condition:%n");
         System.out.printf(" - Lower bound: %s%n",
             wholeSeriesDetectionCondition.getHardThresholdCondition()
                 .getLowerBound());
         System.out.printf(" - Upper bound: %s%n",
             wholeSeriesDetectionCondition.getHardThresholdCondition()
                 .getUpperBound());
         System.out.printf(" - Suppress conditions: minimum number: %s; minimum ratio: %s%n",
             wholeSeriesDetectionCondition.getHardThresholdCondition()
                 .getSuppressCondition().getMinNumber(),
             wholeSeriesDetectionCondition.getHardThresholdCondition()
                 .getSuppressCondition().getMinRatio());

         System.out.printf("- Change Threshold Condition:%n");
         System.out.printf(" - Change percentage: %s%n",
             wholeSeriesDetectionCondition.getChangeThresholdCondition()
                 .getChangePercentage());
         System.out.printf(" - Shift point: %s%n",
             wholeSeriesDetectionCondition.getChangeThresholdCondition()
                 .getShiftPoint());
         System.out.printf(" - Detect anomaly if within range: %s%n",
             wholeSeriesDetectionCondition.getChangeThresholdCondition()
                 .isWithinRange());
         System.out.printf(" - Suppress conditions: minimum number: %s; minimum ratio: %s%n",
             wholeSeriesDetectionCondition.getChangeThresholdCondition()
                 .getSuppressCondition().getMinNumber(),
             wholeSeriesDetectionCondition.getChangeThresholdCondition()
                 .getSuppressCondition().getMinRatio());

         List<MetricSingleSeriesDetectionCondition> seriesDetectionConditions
             = detectionConfig.getSeriesDetectionConditions();
         System.out.printf("Series Detection Conditions:%n");
         for (MetricSingleSeriesDetectionCondition seriesDetectionCondition : seriesDetectionConditions) {
             DimensionKey seriesKey = seriesDetectionCondition.getSeriesKey();
             final String seriesKeyStr
                 = Arrays.toString(seriesKey.asMap().entrySet().stream().toArray());
             System.out.printf("- Series Key: %s%n", seriesKeyStr);
             System.out.printf(" - Use %s operator for multiple detection conditions:%n",
                 seriesDetectionCondition.getConditionOperator());

             System.out.printf(" - Smart Detection Condition:%n");
             System.out.printf("  - Sensitivity: %s%n",
                 seriesDetectionCondition.getSmartDetectionCondition()
                     .getSensitivity());
             System.out.printf("  - Detection direction: %s%n",
                 seriesDetectionCondition.getSmartDetectionCondition()
                     .getAnomalyDetectorDirection());
             System.out.printf("  - Suppress conditions: minimum number: %s; minimum ratio: %s%n",
                 seriesDetectionCondition.getSmartDetectionCondition()
                     .getSuppressCondition().getMinNumber(),
                 seriesDetectionCondition.getSmartDetectionCondition()
                     .getSuppressCondition().getMinRatio());

             System.out.printf(" - Hard Threshold Condition:%n");
             System.out.printf("  -  Lower bound: %s%n",
                 seriesDetectionCondition.getHardThresholdCondition()
                     .getLowerBound());
             System.out.printf("  -  Upper bound: %s%n",
                 seriesDetectionCondition.getHardThresholdCondition()
                     .getUpperBound());
             System.out.printf("  -  Suppress conditions: minimum number: %s; minimum ratio: %s%n",
                 seriesDetectionCondition.getHardThresholdCondition()
                     .getSuppressCondition().getMinNumber(),
                 seriesDetectionCondition.getHardThresholdCondition()
                     .getSuppressCondition().getMinRatio());

             System.out.printf(" - Change Threshold Condition:%n");
             System.out.printf("  -  Change percentage: %s%n",
                 seriesDetectionCondition.getChangeThresholdCondition()
                     .getChangePercentage());
             System.out.printf("  -  Shift point: %s%n",
                 seriesDetectionCondition.getChangeThresholdCondition()
                     .getShiftPoint());
             System.out.printf("  -  Detect anomaly if within range: %s%n",
                 seriesDetectionCondition.getChangeThresholdCondition()
                     .isWithinRange());
             System.out.printf("  -  Suppress conditions: minimum number: %s; minimum ratio: %s%n",
                 seriesDetectionCondition.getChangeThresholdCondition()
                     .getSuppressCondition().getMinNumber(),
                 seriesDetectionCondition.getChangeThresholdCondition()
                     .getSuppressCondition().getMinRatio());
         }

         List<MetricSeriesGroupDetectionCondition> seriesGroupDetectionConditions
             = detectionConfig.getSeriesGroupDetectionConditions();
         System.out.printf("Series Group Detection Conditions:%n");
         for (MetricSeriesGroupDetectionCondition seriesGroupDetectionCondition
             : seriesGroupDetectionConditions) {
             DimensionKey seriesGroupKey = seriesGroupDetectionCondition.getSeriesGroupKey();
             final String seriesGroupKeyStr
                 = Arrays.toString(seriesGroupKey.asMap().entrySet().stream().toArray());
             System.out.printf("- Series Group Key: %s%n", seriesGroupKeyStr);
             System.out.printf(" - Use %s operator for multiple detection conditions:%n",
                 seriesGroupDetectionCondition.getConditionOperator());

             System.out.printf(" - Smart Detection Condition:%n");
             System.out.printf("  - Sensitivity: %s%n",
                 seriesGroupDetectionCondition.getSmartDetectionCondition()
                     .getSensitivity());
             System.out.printf("  - Detection direction: %s%n",
                 seriesGroupDetectionCondition.getSmartDetectionCondition()
                     .getAnomalyDetectorDirection());
             System.out.printf("  - Suppress conditions: minimum number: %s; minimum ratio: %s%n",
                 seriesGroupDetectionCondition.getSmartDetectionCondition()
                     .getSuppressCondition().getMinNumber(),
                 seriesGroupDetectionCondition.getSmartDetectionCondition()
                     .getSuppressCondition().getMinRatio());

             System.out.printf(" - Hard Threshold Condition:%n");
             System.out.printf("  -  Lower bound: %s%n",
                 seriesGroupDetectionCondition.getHardThresholdCondition()
                     .getLowerBound());
             System.out.printf("  -  Upper bound: %s%n",
                 seriesGroupDetectionCondition.getHardThresholdCondition()
                     .getUpperBound());
             System.out.printf("  -  Suppress conditions: minimum number: %s; minimum ratio: %s%n",
                 seriesGroupDetectionCondition.getHardThresholdCondition()
                     .getSuppressCondition().getMinNumber(),
                 seriesGroupDetectionCondition.getHardThresholdCondition()
                     .getSuppressCondition().getMinRatio());

             System.out.printf(" - Change Threshold Condition:%n");
             System.out.printf("  -  Change percentage: %s%n",
                 seriesGroupDetectionCondition.getChangeThresholdCondition()
                     .getChangePercentage());
             System.out.printf("  -  Shift point: %s%n",
                 seriesGroupDetectionCondition.getChangeThresholdCondition()
                     .getShiftPoint());
             System.out.printf("  -  Detect anomaly if within range: %s%n",
                 seriesGroupDetectionCondition.getChangeThresholdCondition()
                     .isWithinRange());
             System.out.printf("  -  Suppress conditions: minimum number: %s; minimum ratio: %s%n",
                 seriesGroupDetectionCondition.getChangeThresholdCondition()
                     .getSuppressCondition().getMinNumber(),
                 seriesGroupDetectionCondition.getChangeThresholdCondition()
                     .getSuppressCondition().getMinRatio());
         }
     });

Parameters:

detectionConfigurationId - The anomaly detection configuration id.

Returns:

A Response<T> of a Mono containing the AnomalyDetectionConfiguration for the provided id.

getHook

public Mono getHook(String hookId)

Get a hook by its id.

Code sample

final String hookId = "f00853f1-6627-447f-bacf-8dccf2e86fed";
 metricsAdvisorAdminAsyncClient.getHook(hookId)
     .subscribe(hook -> {
         if (hook instanceof EmailNotificationHook) {
             EmailNotificationHook emailHook = (EmailNotificationHook) hook;
             System.out.printf("Email Hook Id: %s%n", emailHook.getId());
             System.out.printf("Email Hook Name: %s%n", emailHook.getName());
             System.out.printf("Email Hook Description: %s%n", emailHook.getDescription());
             System.out.printf("Email Hook External Link: %s%n", emailHook.getExternalLink());
             System.out.printf("Email Hook Emails: %s%n", String.join(",",
                 emailHook.getEmailsToAlert()));
         } else if (hook instanceof WebNotificationHook) {
             WebNotificationHook webHook = (WebNotificationHook) hook;
             System.out.printf("Web Hook Id: %s%n", webHook.getId());
             System.out.printf("Web Hook Name: %s%n", webHook.getName());
             System.out.printf("Web Hook Description: %s%n", webHook.getDescription());
             System.out.printf("Web Hook External Link: %s%n", webHook.getExternalLink());
             System.out.printf("Web Hook Endpoint: %s%n", webHook.getEndpoint());
             System.out.printf("Web Hook Headers: %s%n", webHook.getHttpHeaders());
         }
     });

Parameters:

hookId - The hook unique id.

Returns:

A Mono containing the NotificationHook for the provided id.

getHookWithResponse

public Mono> getHookWithResponse(String hookId)

Get a hook by its id.

Code sample

final String hookId = "f00853f1-6627-447f-bacf-8dccf2e86fed";
 metricsAdvisorAdminAsyncClient.getHookWithResponse(hookId)
     .subscribe(response -> {
         System.out.printf("Response status code: %d%n", response.getStatusCode());
         NotificationHook notificationHook = response.getValue();
         if (notificationHook instanceof EmailNotificationHook) {
             EmailNotificationHook emailHook = (EmailNotificationHook) notificationHook;
             System.out.printf("Email Hook Id: %s%n", emailHook.getId());
             System.out.printf("Email Hook Name: %s%n", emailHook.getName());
             System.out.printf("Email Hook Description: %s%n", emailHook.getDescription());
             System.out.printf("Email Hook External Link: %s%n", emailHook.getExternalLink());
             System.out.printf("Email Hook Emails: %s%n", String.join(",", emailHook.getEmailsToAlert()));
         } else if (notificationHook instanceof WebNotificationHook) {
             WebNotificationHook webHook = (WebNotificationHook) notificationHook;
             System.out.printf("Web Hook Id: %s%n", webHook.getId());
             System.out.printf("Web Hook Name: %s%n", webHook.getName());
             System.out.printf("Web Hook Description: %s%n", webHook.getDescription());
             System.out.printf("Web Hook External Link: %s%n", webHook.getExternalLink());
             System.out.printf("Web Hook Endpoint: %s%n", webHook.getEndpoint());
             System.out.printf("Web Hook Headers: %s%n", webHook.getHttpHeaders());
         }
     });

Parameters:

hookId - The hook unique id.

Returns:

A Response<T> of a Mono containing the NotificationHook for the provided id.

listAlertConfigs

public PagedFlux listAlertConfigs(String detectionConfigurationId, ListAnomalyAlertConfigsOptions listAnomalyAlertConfigsOptions)

Fetch the anomaly alert configurations associated with a detection configuration.

Code sample

String detectionConfigId = "3rt98er30-6e6e-4391-b78f-bpfdfee1e6f5";
 metricsAdvisorAdminAsyncClient.listAlertConfigs(detectionConfigId, new ListAnomalyAlertConfigsOptions())
     .subscribe(anomalyAlertConfiguration -> {
         System.out.printf("DataPoint Anomaly alert configuration Id: %s%n", anomalyAlertConfiguration.getId());
         System.out.printf("DataPoint Anomaly alert configuration description: %s%n",
             anomalyAlertConfiguration.getDescription());
         System.out.printf("DataPoint Anomaly alert configuration hook ids: %s%n",
             anomalyAlertConfiguration.getHookIdsToAlert());
         System.out.printf("DataPoint Anomaly alert configuration cross metrics operator: %s%n",
             anomalyAlertConfiguration.getCrossMetricsOperator().toString());
     });

Parameters:

detectionConfigurationId - The id of the detection configuration.
listAnomalyAlertConfigsOptions - th e additional configurable options to specify when querying the result.

Returns:

A PagedFlux<T> containing information of all the AnomalyAlertConfiguration for the specified detection configuration.

listDataFeedIngestionStatus

public PagedFlux listDataFeedIngestionStatus(String dataFeedId, ListDataFeedIngestionOptions listDataFeedIngestionOptions)

Fetch the ingestion status of a data feed.

Code sample

final String dataFeedId = "4957a2f7-a0f4-4fc0-b8d7-d866c1df0f4c";
 final OffsetDateTime startTime = OffsetDateTime.parse("2020-01-01T00:00:00Z");
 final OffsetDateTime endTime = OffsetDateTime.parse("2020-09-09T00:00:00Z");
 final ListDataFeedIngestionOptions options = new ListDataFeedIngestionOptions(startTime, endTime);
 metricsAdvisorAdminAsyncClient.listDataFeedIngestionStatus(dataFeedId, options)
     .subscribe(ingestionStatus -> {
         System.out.printf("Timestamp: %s%n", ingestionStatus.getTimestamp());
         System.out.printf("Status: %s%n", ingestionStatus.getStatus());
         System.out.printf("Message: %s%n", ingestionStatus.getMessage());
     });

Parameters:

dataFeedId - The data feed id.
listDataFeedIngestionOptions - The additional parameters.

Returns:

The ingestion statuses.

listDataFeeds

public PagedFlux listDataFeeds()

List information of all data feeds on the metrics advisor account.

Code sample

metricsAdvisorAdminAsyncClient.listDataFeeds()
     .subscribe(dataFeed -> {
         System.out.printf("Data feed Id: %s%n", dataFeed.getId());
         System.out.printf("Data feed description: %s%n", dataFeed.getOptions().getDescription());
         System.out.printf("Data feed source type: %s%n", dataFeed.getSourceType());
         System.out.printf("Data feed creator: %s%n", dataFeed.getCreator());
     });

Returns:

A PagedFlux<T> containing information of all the DataFeed in the account.

listDataFeeds

public PagedFlux listDataFeeds(ListDataFeedOptions listDataFeedOptions)

List information of all data feeds on the metrics advisor account.

Code sample

metricsAdvisorAdminAsyncClient.listDataFeeds(
     new ListDataFeedOptions()
         .setListDataFeedFilter(
             new ListDataFeedFilter()
                 .setDataFeedStatus(DataFeedStatus.ACTIVE)
                 .setDataFeedGranularityType(DataFeedGranularityType.DAILY))
         .setMaxPageSize(3))
     .subscribe(dataFeed -> {
         System.out.printf("Data feed Id: %s%n", dataFeed.getId());
         System.out.printf("Data feed description: %s%n", dataFeed.getOptions().getDescription());
         System.out.printf("Data feed source type: %s%n", dataFeed.getSourceType());
         System.out.printf("Data feed creator: %s%n", dataFeed.getCreator());
         System.out.printf("Data feed status: %s%n", dataFeed.getStatus());
         System.out.printf("Data feed granularity type: %s%n", dataFeed.getGranularity().getGranularityType());
     });

Parameters:

listDataFeedOptions - The configurable ListDataFeedOptions to pass for filtering the output result.

Returns:

A PagedFlux<T> containing information of all the DataFeed in the account.

listDataSourceCredentials

public PagedFlux listDataSourceCredentials()

List information of all data source credential entities on the metrics advisor account.

Code sample

metricsAdvisorAdminAsyncClient.listDataSourceCredentials()
     .subscribe(datasourceCredentialEntity -> {
         if (datasourceCredentialEntity instanceof DataSourceServicePrincipalInKeyVault) {
             DataSourceServicePrincipalInKeyVault actualCredentialSPInKV
                 = (DataSourceServicePrincipalInKeyVault) datasourceCredentialEntity;
             System.out
                 .printf("Actual credential entity key vault endpoint: %s%n",
                     actualCredentialSPInKV.getKeyVaultEndpoint());
             System.out.printf("Actual credential entity key vault client Id: %s%n",
                 actualCredentialSPInKV.getKeyVaultClientId());
             System.out.printf("Actual credential entity key vault secret name for data source: %s%n",
                 actualCredentialSPInKV.getSecretNameForDataSourceClientId());
             System.out.printf("Actual credential entity key vault secret for data source: %s%n",
                 actualCredentialSPInKV.getSecretNameForDataSourceClientSecret());
         }
     });

Returns:

A PagedFlux<T> containing information of all the DataSourceCredentialEntity in the account.

listDataSourceCredentials

public PagedFlux listDataSourceCredentials(ListCredentialEntityOptions listCredentialEntityOptions)

List information of all data source credential entities on the metrics advisor account.

Code sample

metricsAdvisorAdminAsyncClient.listDataSourceCredentials(
     new ListCredentialEntityOptions()
         .setMaxPageSize(3))
     .subscribe(datasourceCredentialEntity -> {
         if (datasourceCredentialEntity instanceof DataSourceServicePrincipalInKeyVault) {
             DataSourceServicePrincipalInKeyVault actualCredentialSPInKV
                 = (DataSourceServicePrincipalInKeyVault) datasourceCredentialEntity;
             System.out
                 .printf("Actual credential entity key vault endpoint: %s%n",
                     actualCredentialSPInKV.getKeyVaultEndpoint());
             System.out.printf("Actual credential entity key vault client Id: %s%n",
                 actualCredentialSPInKV.getKeyVaultClientId());
             System.out.printf("Actual credential entity key vault secret name for data source: %s%n",
                 actualCredentialSPInKV.getSecretNameForDataSourceClientId());
             System.out.printf("Actual credential entity key vault secret for data source: %s%n",
                 actualCredentialSPInKV.getSecretNameForDataSourceClientSecret());
         }
     });

Parameters:

listCredentialEntityOptions - The configurable ListCredentialEntityOptions to pass for filtering the output result.

Returns:

A PagedFlux<T> containing information of all the DataSourceCredentialEntity in the account.

listDetectionConfigs

public PagedFlux listDetectionConfigs(String metricId)

Given a metric id, retrieve all anomaly detection configurations applied to it.

Code sample

final String metricId = "0b836da8-10e6-46cd-8f4f-28262e113a62";
 metricsAdvisorAdminAsyncClient.listDetectionConfigs(metricId)
     .subscribe(detectionConfig -> {
         System.out.printf("Detection config Id: %s%n", detectionConfig.getId());
         System.out.printf("Name: %s%n", detectionConfig.getName());
         System.out.printf("Description: %s%n", detectionConfig.getDescription());
         System.out.printf("MetricId: %s%n", detectionConfig.getMetricId());
     });

Parameters:

metricId - The metric id.

Returns:

The anomaly detection configurations.

listDetectionConfigs

public PagedFlux listDetectionConfigs(String metricId, ListDetectionConfigsOptions listDetectionConfigsOptions)

Given a metric id, retrieve all anomaly detection configurations applied to it.

Code sample

final String metricId = "0b836da8-10e6-46cd-8f4f-28262e113a62";
 metricsAdvisorAdminAsyncClient.listDetectionConfigs(metricId,
     new ListDetectionConfigsOptions())
     .subscribe(detectionConfig -> {
         System.out.printf("Detection config Id: %s%n", detectionConfig.getId());
         System.out.printf("Name: %s%n", detectionConfig.getName());
         System.out.printf("Description: %s%n", detectionConfig.getDescription());
         System.out.printf("MetricId: %s%n", detectionConfig.getMetricId());
     });

Parameters:

metricId - The metric id.
listDetectionConfigsOptions - the additional configurable options to specify when querying the result.

Returns:

The anomaly detection configurations.

listHooks

public PagedFlux listHooks()

List information of hooks on the metrics advisor account.

Code sample

metricsAdvisorAdminAsyncClient.listHooks()
     .subscribe(hook -> {
         if (hook instanceof EmailNotificationHook) {
             EmailNotificationHook emailHook = (EmailNotificationHook) hook;
             System.out.printf("Email Hook Id: %s%n", emailHook.getId());
             System.out.printf("Email Hook Name: %s%n", emailHook.getName());
             System.out.printf("Email Hook Description: %s%n", emailHook.getDescription());
             System.out.printf("Email Hook External Link: %s%n", emailHook.getExternalLink());
             System.out.printf("Email Hook Emails: %s%n", String.join(",", emailHook.getEmailsToAlert()));
         } else if (hook instanceof WebNotificationHook) {
             WebNotificationHook webHook = (WebNotificationHook) hook;
             System.out.printf("Web Hook Id: %s%n", webHook.getId());
             System.out.printf("Web Hook Name: %s%n", webHook.getName());
             System.out.printf("Web Hook Description: %s%n", webHook.getDescription());
             System.out.printf("Web Hook External Link: %s%n", webHook.getExternalLink());
             System.out.printf("Web Hook Endpoint: %s%n", webHook.getEndpoint());
             System.out.printf("Web Hook Headers: %s%n", webHook.getHttpHeaders());
         }
     });

Returns:

A PagedFlux<T> containing information of all the NotificationHook in the account.

listHooks

public PagedFlux listHooks(ListHookOptions listHookOptions)

List information of hooks.

Code sample

ListHookOptions options = new ListHookOptions()
     .setSkip(100)
     .setMaxPageSize(20);
 int[] pageCount = new int[1];
 metricsAdvisorAdminAsyncClient.listHooks(options).byPage()
     .subscribe(hookPage -> {
         System.out.printf("Page: %d%n", pageCount[0]++);
         for (NotificationHook notificationHook : hookPage.getElements()) {
             if (notificationHook instanceof EmailNotificationHook) {
                 EmailNotificationHook emailHook = (EmailNotificationHook) notificationHook;
                 System.out.printf("Email Hook Id: %s%n", emailHook.getId());
                 System.out.printf("Email Hook Name: %s%n", emailHook.getName());
                 System.out.printf("Email Hook Description: %s%n", emailHook.getDescription());
                 System.out.printf("Email Hook External Link: %s%n", emailHook.getExternalLink());
                 System.out.printf("Email Hook Emails: %s%n", String.join(",", emailHook.getEmailsToAlert()));
                 System.out.printf("Email Hook Admins: %s%n", String.join(",", emailHook.getAdmins()));
             } else if (notificationHook instanceof WebNotificationHook) {
                 WebNotificationHook webHook = (WebNotificationHook) notificationHook;
                 System.out.printf("Web Hook Id: %s%n", webHook.getId());
                 System.out.printf("Web Hook Name: %s%n", webHook.getName());
                 System.out.printf("Web Hook Description: %s%n", webHook.getDescription());
                 System.out.printf("Web Hook External Link: %s%n", webHook.getExternalLink());
                 System.out.printf("Web Hook Endpoint: %s%n", webHook.getEndpoint());
                 System.out.printf("Web Hook Headers: %s%n", webHook.getHttpHeaders());
                 System.out.printf("Web Hook Admins: %s%n", String.join(",", webHook.getAdmins()));
             }
         }
     });

Parameters:

listHookOptions - the additional configurable options to specify when listing hooks.

Returns:

A PagedFlux<T> containing information of the NotificationHook resources.

refreshDataFeedIngestion

public Mono refreshDataFeedIngestion(String dataFeedId, OffsetDateTime startTime, OffsetDateTime endTime)

Refresh data ingestion for a period.

The data in the data source for the given period will be re-ingested and any ingested data for the same period will be overwritten.

Code sample

final String dataFeedId = "4957a2f7-a0f4-4fc0-b8d7-d866c1df0f4c";
 final OffsetDateTime startTime = OffsetDateTime.parse("2020-01-01T00:00:00Z");
 final OffsetDateTime endTime = OffsetDateTime.parse("2020-03-03T00:00:00Z");
 metricsAdvisorAdminAsyncClient.refreshDataFeedIngestion(dataFeedId,
     startTime,
     endTime).subscribe();

Parameters:

dataFeedId - The data feed id.
startTime - The start point of the period.
endTime - The end point of the period.

Returns:

A Mono indicating ingestion reset success or failure.

refreshDataFeedIngestionWithResponse

public Mono> refreshDataFeedIngestionWithResponse(String dataFeedId, OffsetDateTime startTime, OffsetDateTime endTime)

Refresh data ingestion for a period.

The data in the data source for the given period will be re-ingested and any ingested data for the same period will be overwritten.

Code sample

final String dataFeedId = "4957a2f7-a0f4-4fc0-b8d7-d866c1df0f4c";
 final OffsetDateTime startTime = OffsetDateTime.parse("2020-01-01T00:00:00Z");
 final OffsetDateTime endTime = OffsetDateTime.parse("2020-03-03T00:00:00Z");
 metricsAdvisorAdminAsyncClient.refreshDataFeedIngestionWithResponse(dataFeedId,
     startTime,
     endTime)
     .subscribe(response -> {
         System.out.printf("Response statusCode: %d%n", response.getStatusCode());
     });

Parameters:

dataFeedId - The data feed id.
startTime - The start point of the period.
endTime - The end point of the period.

Returns:

A Response<T> of a Mono with result of reset request.

updateAlertConfig

public Mono updateAlertConfig(AnomalyAlertConfiguration alertConfiguration)

Update anomaly alert configuration.

Code sample

String alertConfigId = "1p0f8er30-6e6e-4391-b78f-bpfdfee1e6f5";
 String additionalHookId = "2gh8er30-6e6e-4391-b78f-bpfdfee1e6f5";

 metricsAdvisorAdminAsyncClient.getAlertConfig(alertConfigId)
     .flatMap(existingAnomalyConfig -> {
         List<String> hookIds = new ArrayList<>(existingAnomalyConfig.getHookIdsToAlert());
         hookIds.add(additionalHookId);
         return metricsAdvisorAdminAsyncClient.updateAlertConfig(
             existingAnomalyConfig
                 .setHookIdsToAlert(hookIds)
                 .setDescription("updated to add more hook ids"));
     }).subscribe(updateAnomalyAlertConfiguration -> {
         System.out.printf("Updated anomaly alert configuration Id: %s%n",
             updateAnomalyAlertConfiguration.getId());
         System.out.printf("Updated anomaly alert configuration description: %s%n",
             updateAnomalyAlertConfiguration.getDescription());
         System.out.printf("Updated anomaly alert configuration hook ids: %s%n",
             updateAnomalyAlertConfiguration.getHookIdsToAlert());
     });

Parameters:

alertConfiguration - The anomaly alert configuration to update.

Returns:

A Mono containing the AnomalyAlertConfiguration that was updated.

updateAlertConfigWithResponse

public Mono> updateAlertConfigWithResponse(AnomalyAlertConfiguration alertConfiguration)

Update anomaly alert configuration.

Code sample

String alertConfigId = "1p0f8er30-6e6e-4391-b78f-bpfdfee1e6f5";
 String additionalHookId = "2gh8er30-6e6e-4391-b78f-bpfdfee1e6f5";

 metricsAdvisorAdminAsyncClient.getAlertConfig(alertConfigId)
     .flatMap(existingAnomalyConfig -> {
         List<String> hookIds = new ArrayList<>(existingAnomalyConfig.getHookIdsToAlert());
         hookIds.add(additionalHookId);
         return metricsAdvisorAdminAsyncClient.updateAlertConfigWithResponse(
             existingAnomalyConfig
                 .setHookIdsToAlert(hookIds)
                 .setDescription("updated to add more hook ids"));
     }).subscribe(alertConfigurationResponse -> {
         System.out.printf("Update anomaly alert operation status: %s%n",
             alertConfigurationResponse.getStatusCode());
         final AnomalyAlertConfiguration updatedAnomalyAlertConfiguration
             = alertConfigurationResponse.getValue();
         System.out.printf("Updated anomaly alert configuration Id: %s%n",
             updatedAnomalyAlertConfiguration.getId());
         System.out.printf("Updated anomaly alert configuration description: %s%n",
             updatedAnomalyAlertConfiguration.getDescription());
         System.out.printf("Updated anomaly alert configuration hook ids: %s%n",
             updatedAnomalyAlertConfiguration.getHookIdsToAlert());
     });

Parameters:

alertConfiguration - The anomaly alert configuration to update.

Returns:

A Response<T> of a Mono containing the AnomalyAlertConfiguration that was updated.

updateDataFeed

public Mono updateDataFeed(DataFeed dataFeed)

Update an existing data feed.

Code sample

final String dataFeedId = "r47053f1-9080-09lo-bacf-8dccf2e86f";
 metricsAdvisorAdminAsyncClient.getDataFeed(dataFeedId)
     .flatMap(existingDataFeed -> {
         return metricsAdvisorAdminAsyncClient.updateDataFeed(
             existingDataFeed
                .setOptions(new DataFeedOptions()
                    .setDescription("set updated description"))
        );
     })
     .subscribe(updatedDataFeed -> {
         System.out.printf("Data feed Id: %s%n", updatedDataFeed.getId());
         System.out.printf("Data feed updated description: %s%n", updatedDataFeed.getOptions().getDescription());
     });

Parameters:

dataFeed - the data feed that needs to be updated.

Returns:

the updated data feed.

updateDataFeedWithResponse

public Mono> updateDataFeedWithResponse(DataFeed dataFeed)

Update an existing data feed with REST response.

Code sample

final String dataFeedId = "r47053f1-9080-09lo-bacf-8dccf2e86f";
 metricsAdvisorAdminAsyncClient.getDataFeed(dataFeedId)
     .flatMap(existingDataFeed -> {
         return metricsAdvisorAdminAsyncClient.updateDataFeedWithResponse(
             existingDataFeed
                 .setOptions(new DataFeedOptions()
                     .setDescription("set updated description"))
         );
     })
     .subscribe(dataFeedResponse -> {
         System.out.printf("Data feed update operation status: %s%n", dataFeedResponse.getStatusCode());
         DataFeed updatedDataFeed = dataFeedResponse.getValue();
         System.out.printf("Data feed Id: %s%n", updatedDataFeed.getId());
         System.out.printf("Data feed updated description: %s%n", updatedDataFeed.getOptions().getDescription());
     });

Parameters:

dataFeed - the data feed that needs to be updated.

Returns:

the Response<T> of a Mono containing the updated DataFeed.

updateDataSourceCredential

public Mono updateDataSourceCredential(DataSourceCredentialEntity dataSourceCredential)

Update a data source credential entity.

Code sample

String credentialId = "";
 metricsAdvisorAdminAsyncClient.getDataSourceCredential(credentialId)
     .flatMap(existingDatasourceCredential -> {
         DataSourceServicePrincipalInKeyVault actualCredentialSPInKV = null;
         if (existingDatasourceCredential instanceof DataSourceServicePrincipalInKeyVault) {
             actualCredentialSPInKV  = (DataSourceServicePrincipalInKeyVault) existingDatasourceCredential;
         }
         return metricsAdvisorAdminAsyncClient.updateDataSourceCredential(
             actualCredentialSPInKV.setDescription("set updated description"));
     })
     .subscribe(credentialEntity -> {
         if (credentialEntity instanceof DataSourceServicePrincipalInKeyVault) {
             DataSourceServicePrincipalInKeyVault actualCredentialSPInKV
                 = (DataSourceServicePrincipalInKeyVault) credentialEntity;
             System.out.printf("Actual credential entity key vault endpoint: %s%n",
                     actualCredentialSPInKV.getKeyVaultEndpoint());
             System.out.printf("Actual credential entity key vault updated description: %s%n",
                 actualCredentialSPInKV.getDescription());
         }
     });

Parameters:

dataSourceCredential - The credential entity.

Returns:

A Mono containing the updated DataSourceCredentialEntity.

updateDataSourceCredentialWithResponse

public Mono> updateDataSourceCredentialWithResponse(DataSourceCredentialEntity dataSourceCredential)

Update a data source credential entity with REST response.

Code sample

String credentialId = "";
 metricsAdvisorAdminAsyncClient.getDataSourceCredential(credentialId)
     .flatMap(existingDatasourceCredential -> {
         DataSourceServicePrincipalInKeyVault actualCredentialSPInKV = null;
         if (existingDatasourceCredential instanceof DataSourceServicePrincipalInKeyVault) {
             actualCredentialSPInKV  = (DataSourceServicePrincipalInKeyVault) existingDatasourceCredential;
         }
         return metricsAdvisorAdminAsyncClient.updateDataSourceCredentialWithResponse(
             actualCredentialSPInKV.setDescription("set updated description"));
     })
     .subscribe(credentialEntityWithResponse -> {
         System.out.printf("Credential Entity creation operation status: %s%n",
             credentialEntityWithResponse.getStatusCode());
         if (credentialEntityWithResponse.getValue() instanceof DataSourceServicePrincipalInKeyVault) {
             DataSourceServicePrincipalInKeyVault actualCredentialSPInKV
                 = (DataSourceServicePrincipalInKeyVault) credentialEntityWithResponse.getValue();
             System.out.printf("Actual credential entity key vault endpoint: %s%n",
                 actualCredentialSPInKV.getKeyVaultEndpoint());
             System.out.printf("Actual credential entity key vault updated description: %s%n",
                 actualCredentialSPInKV.getDescription());
         }
     });

Parameters:

dataSourceCredential - The credential entity.

Returns:

A Mono containing the updated DataSourceCredentialEntity.

updateDetectionConfig

public Mono updateDetectionConfig(AnomalyDetectionConfiguration detectionConfiguration)

Update a configuration to detect anomalies in the time series of a metric.

Code sample

final String detectionConfigId = "7b8069a1-1564-46da-9f50-b5d0dd9129ab";
 metricsAdvisorAdminAsyncClient
     .getDetectionConfig(detectionConfigId)
     .flatMap(detectionConfig -> {
         detectionConfig.setName("updated config name");
         detectionConfig.setDescription("updated with more detection conditions");

         DimensionKey seriesGroupKey = new DimensionKey()
             .put("city", "Seoul");
         detectionConfig.addSeriesGroupDetectionCondition(
             new MetricSeriesGroupDetectionCondition(seriesGroupKey)
                 .setSmartDetectionCondition(new SmartDetectionCondition(
                     10.0,
                     AnomalyDetectorDirection.UP,
                     new SuppressCondition(2, 2))));
         return metricsAdvisorAdminAsyncClient
             .updateDetectionConfig(detectionConfig);
     })
     .subscribe(updatedDetectionConfig -> {
         System.out.printf("Detection config Id: %s%n", updatedDetectionConfig.getId());
         System.out.printf("Name: %s%n", updatedDetectionConfig.getName());
         System.out.printf("Description: %s%n", updatedDetectionConfig.getDescription());
         System.out.printf("MetricId: %s%n", updatedDetectionConfig.getMetricId());
     });

Parameters:

detectionConfiguration - The anomaly detection configuration.

Returns:

A Mono containing the updated AnomalyDetectionConfiguration.

updateDetectionConfigWithResponse

public Mono> updateDetectionConfigWithResponse(AnomalyDetectionConfiguration detectionConfiguration)

Update a configuration to detect anomalies in the time series of a metric.

Code sample

final String detectionConfigId = "7b8069a1-1564-46da-9f50-b5d0dd9129ab";
 metricsAdvisorAdminAsyncClient
     .getDetectionConfigWithResponse(detectionConfigId)
     .flatMap(response -> {
         AnomalyDetectionConfiguration detectionConfig = response.getValue();
         detectionConfig.setName("updated config name");
         detectionConfig.setDescription("updated with more detection conditions");
         DimensionKey seriesGroupKey = new DimensionKey()
             .put("city", "Seoul");
         detectionConfig.addSeriesGroupDetectionCondition(
             new MetricSeriesGroupDetectionCondition(seriesGroupKey)
                 .setSmartDetectionCondition(new SmartDetectionCondition(
                     10.0,
                     AnomalyDetectorDirection.UP,
                     new SuppressCondition(2, 2))));
         return metricsAdvisorAdminAsyncClient
             .updateDetectionConfigWithResponse(detectionConfig);
     })
     .subscribe(response -> {
         AnomalyDetectionConfiguration updatedDetectionConfig = response.getValue();
         System.out.printf("Detection config Id: %s%n", updatedDetectionConfig.getId());
         System.out.printf("Name: %s%n", updatedDetectionConfig.getName());
         System.out.printf("Description: %s%n", updatedDetectionConfig.getDescription());
         System.out.printf("MetricId: %s%n", updatedDetectionConfig.getMetricId());
     });

Parameters:

detectionConfiguration - The anomaly detection configuration.

Returns:

A Response<T> of a Mono containing the updated AnomalyDetectionConfiguration.

updateHook

public Mono updateHook(NotificationHook notificationHook)

Update an existing notificationHook.

Code sample

final String emailHookId = "f00853f1-6627-447f-bacf-8dccf2e86fed";
 metricsAdvisorAdminAsyncClient.getHook(emailHookId)
     .flatMap(hook -> {
         EmailNotificationHook emailHook = (EmailNotificationHook) hook;
         List<String> emailsToUpdate = new ArrayList<>(emailHook.getEmailsToAlert());
         emailsToUpdate.remove("alertme@alertme.com");
         emailsToUpdate.add("alertme2@alertme.com");
         emailsToUpdate.add("alertme3@alertme.com");
         emailHook.setEmailsToAlert(emailsToUpdate);
         return metricsAdvisorAdminAsyncClient.updateHook(emailHook);
     })
     .subscribe(hook -> {
         EmailNotificationHook emailHook = (EmailNotificationHook) hook;
         System.out.printf("Email Hook Id: %s%n", emailHook.getId());
         System.out.printf("Email Hook Name: %s%n", emailHook.getName());
         System.out.printf("Email Hook Description: %s%n", emailHook.getDescription());
         System.out.printf("Email Hook External Link: %s%n", emailHook.getExternalLink());
         System.out.printf("Email Hook Emails: %s%n", String.join(",", emailHook.getEmailsToAlert()));
     });

Parameters:

notificationHook - The notificationHook to update.

Returns:

A Mono containing the updated NotificationHook.

updateHookWithResponse

public Mono> updateHookWithResponse(NotificationHook notificationHook)

Update an existing notification hook.

Code sample

final String emailHookId = "f00853f1-6627-447f-bacf-8dccf2e86fed";
 metricsAdvisorAdminAsyncClient.getHookWithResponse(emailHookId)
     .flatMap(response -> {
         EmailNotificationHook emailHook = (EmailNotificationHook) response.getValue();
         List<String> emailsToUpdate = new ArrayList<>(emailHook.getEmailsToAlert());
         emailsToUpdate.remove("alertme@alertme.com");
         emailsToUpdate.add("alertme2@alertme.com");
         emailsToUpdate.add("alertme3@alertme.com");
         emailHook.setEmailsToAlert(emailsToUpdate);
         return metricsAdvisorAdminAsyncClient.updateHookWithResponse(emailHook);
     })
     .subscribe(response -> {
         System.out.printf("Response statusCode: %d%n", response.getStatusCode());
         EmailNotificationHook emailHook = (EmailNotificationHook) response.getValue();
         System.out.printf("Email Hook Id: %s%n", emailHook.getId());
         System.out.printf("Email Hook Name: %s%n", emailHook.getName());
         System.out.printf("Email Hook Description: %s%n", emailHook.getDescription());
         System.out.printf("Email Hook External Link: %s%n", emailHook.getExternalLink());
         System.out.printf("Email Hook Emails: %s%n", String.join(",", emailHook.getEmailsToAlert()));
     });

Parameters:

notificationHook - The notificationHook to update.

Returns:

A Response<T> of a Mono containing the updated NotificationHook.

Applies to