Introduction
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.
Note
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 Metric | Metric Display Name | Unit | Aggregation Type | Description |
|---|---|---|---|---|
| azure_total_calls | Total Calls | Count | Total | Total number of calls. |
| azure_successful_calls | Successful Calls | Count | Total | Number of successful calls. |
| azure_total_errors | Total Errors | Count | Total | Total number of calls with error response (HTTP response code 4xx or 5xx). |
| azure_blocked_calls | Blocked Calls | Count | Total | Number of calls that exceeded rate or quota limit. |
| azure_server_errors | Server Errors | Count | Total | Number of calls with service internal error (HTTP response code 5xx). |
| azure_client_errors | Client Errors | Count | Total | Number of calls with client side error (HTTP response code 4xx). |
| azure_data_in | Data In | Bytes | Total | Size of incoming data in bytes. |
| azure_data_out | Data Out | Bytes | Total | Size of outgoing data in bytes. |
| azure_latency | Latency | MilliSeconds | Average | Latency in milliseconds. |
| azure_characters_translated | Characters Translated | Count | Total | Total number of characters in incoming text request. |
| azure_speech_session_duration | Speech Session Duration | Seconds | Total | Total duration of speech session in seconds. |
Event support
- Supported
- Configurable in OpsRamp Azure Integration Discovery Profile.