Azure Cognitive Services are APIs, SDKs, and services available to help developers without science skills build intelligent applications . The catalog of services within Azure Cognitive Services can be categorized into five areas: vision, speech, language, web search, and decision making.
Use the Azure public cloud integration to discover and collect metrics against the Azure service.
External reference
Azure Monitor - Platform metrics
Setup
To set up the Azure integration and discover the Azure service, go to Azure Integration Discovery Profile and select Cognitive Service Account.
Event support
- Supported
- Configurable in OpsRamp Azure Integration Discovery Profile.
Supported metrics
| OpsRamp Metric | Metric Display Name | Unit | Aggregation Type |
|---|---|---|---|
| azure_total_calls Total number of calls. | Total Calls | Count | Total |
| azure_successful_calls Number of successful calls. | Successful Calls | Count | Total |
| azure_total_errors Total number of calls with error response (HTTP response code 4xx or 5xx). | Total Errors | Count | Total |
| azure_blocked_calls Number of calls that exceeded rate or quota limit. | Blocked Calls | Count | Total |
| azure_server_errors Number of calls with service internal error (HTTP response code 5xx). | Server Errors | Count | Total |
| azure_client_errors Number of calls with client side error (HTTP response code 4xx). | Client Errors | Count | Total |
| azure_data_in Size of incoming data in bytes. | Data In | Bytes | Total |
| azure_data_out Size of outgoing data in bytes. | Data Out | Bytes | Total |
| azure_latency Latency in milliseconds. | Latency | MilliSeconds | Average |
| azure_characters_translated Total number of characters in incoming text request. | Characters Translated | Count | Total |
| azure_speech_session_duration Total duration of speech session in seconds. | Speech Session Duration | Seconds | Total |