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.
Use the Datadog Azure integration to collect metrics from Azure Cognitive Services.
If you haven’t already, set up the Microsoft Azure integration first. There are no other installation steps.
| azure.cognitiveservices_accounts.blocked_calls (count) | Number of calls that exceeded rate or quota limit. Shown as request |
| azure.cognitiveservices_accounts.characters_trained (count) | Total number of characters trained. Shown as item |
| azure.cognitiveservices_accounts.characters_translated (count) | Total number of characters in incoming text request. Shown as item |
| azure.cognitiveservices_accounts.client_errors (count) | Number of calls with client side error (HTTP response code 4xx). Shown as error |
| azure.cognitiveservices_accounts.count (gauge) | The count of all Cognitive Services resources |
| azure.cognitiveservices_accounts.data_in (gauge) | Size of incoming data in bytes. Shown as byte |
| azure.cognitiveservices_accounts.data_out (gauge) | Size of outgoing data in bytes. Shown as byte |
| azure.cognitiveservices_accounts.latency (gauge) | Latency in milliseconds. Shown as millisecond |
| azure.cognitiveservices_accounts.learned_events (count) | Number of Learned Events. Shown as event |
| azure.cognitiveservices_accounts.matched_rewards (count) | Number of Matched Rewards. Shown as item |
| azure.cognitiveservices_accounts.observed_rewards (count) | Number of Observed Rewards. Shown as item |
| azure.cognitiveservices_accounts.processed_characters (count) | Number of Characters. Shown as item |
| azure.cognitiveservices_accounts.processed_text_record (count) | Count of Text Records. Shown as item |
| azure.cognitiveservices_accounts.server_errors (count) | Number of calls with service internal error (HTTP response code 5xx). Shown as error |
| azure.cognitiveservices_accounts.speech_session_duration (gauge) | Total duration of speech session in seconds. Shown as second |
| azure.cognitiveservices_accounts.successful_calls (count) | Number of successful calls. Shown as request |
| azure.cognitiveservices_accounts.synthesized_characters (count) | Number of Characters. Shown as item |
| azure.cognitiveservices_accounts.total_calls (count) | Total number of calls. Shown as request |
| azure.cognitiveservices_accounts.total_errors (count) | Total number of calls with error response (HTTP response code 4xx or 5xx). Shown as error |
| azure.cognitiveservices_accounts.total_token_calls (count) | Total number of token calls. Shown as request |
| azure.cognitiveservices_accounts.total_transactions (count) | Total number of transactions. Shown as transaction |
| azure.cognitiveservices_accounts.voice_model_hosting_hours (count) | Number of Hours. Shown as hour |
| azure.cognitiveservices_accounts.voice_model_training_minutes (count) | Number of Minutes. Shown as minute |
The Azure Cognitive Services integration does not include any events.
The Azure Cognitive Services integration does not include any service checks.
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