Microsoft Azure Cognitive Services

Microsoft Azure Cognitive Services

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Overview

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.

Setup

Installation

If you haven’t already, set up the Microsoft Azure integration first. There are no other installation steps.

Data Collected

Metrics

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

Events

The Azure Cognitive Services integration does not include any events.

Service Checks

The Azure Cognitive Services integration does not include any service checks.

Troubleshooting

Need help? Contact Datadog support.