Azure Cognitive Services are APIs, SDKs, and services available to help developers build intelligent applications without having direct AI or data science skills or knowledge. Azure Cognitive Services enable developers to easily add cognitive features into their applications. The goal of Azure Cognitive Services is to help developers create applications that can see, hear, speak, understand, and even begin to reason. The catalog of services within Azure Cognitive Services can be categorized into five main pillars - vision, speech, language, web search, and decision.

Use the OpsRamp Azure public cloud integration to discover and collect metrics against the Azure service.

Setup

To set up the OpsRamp Azure integration and discover the Azure service, go to Azure Integration Discovery Profile and select Cognitive Service Account.

Metrics

OpsRamp MetricMetric Display NameUnitAggregation TypeDescription
azure_total_callsTotal CallsCountTotalTotal number of calls.
azure_successful_callsSuccessful CallsCountTotalNumber of successful calls.
azure_total_errorsTotal ErrorsCountTotalTotal number of calls with error response (HTTP response code 4xx or 5xx).
azure_blocked_callsBlocked CallsCountTotalNumber of calls that exceeded rate or quota limit.
azure_server_errorsServer ErrorsCountTotalNumber of calls with service internal error (HTTP response code 5xx).
azure_client_errorsClient ErrorsCountTotalNumber of calls with client side error (HTTP response code 4xx).
azure_data_inData InBytesTotalSize of incoming data in bytes.
azure_data_outData OutBytesTotalSize of outgoing data in bytes.
azure_latencyLatencyMilliSecondsAverageLatency in milliseconds.
azure_characters_translatedCharacters TranslatedCountTotalTotal number of characters in incoming text request.
azure_speech_session_durationSpeech Session DurationSecondsTotalTotal duration of speech session in seconds.

Event support

  • Supported
  • Configurable in OpsRamp Azure Integration Discovery Profile.

External reference