Microsoft Azure Cognitive Services

概要

Azure Cognitive Services は、開発者に AI やデータサイエンスに関する直接的なスキルや知識がなくても、インテリジェントなアプリケーションを構築するために使用できる API、SDK、およびサービスです。

Datadog Azure インテグレーションを使用して、Azure Cognitive Services からメトリクスを収集できます。

セットアップ

インストール

Microsoft Azure インテグレーションをまだセットアップしていない場合は、最初にセットアップします。それ以上のインストール手順はありません。

収集データ

メトリクス

azure.cognitiveservices_accounts.action_feature_occurrences
(count)		Number of times each action feature appears.
azure.cognitiveservices_accounts.action_features_per_event
(gauge)		Average number of action features per event.
azure.cognitiveservices_accounts.action_occurences
(count)		Number of times each action appears.
azure.cognitiveservices_accounts.action_namespaces_per_event
(gauge)		Average number of action namespaces per event.
azure.cognitiveservices_accounts.actions_per_event
(gauge)		Number of actions per event.
azure.cognitiveservices_accounts.audio_seconds_transcribed
(count)		Number of seconds transcribed.
azure.cognitiveservices_accounts.audio_seconds_translated
(count)		Number of seconds translated.
azure.cognitiveservices_accounts.baseline_estimator_overall_reward
(gauge)		Baseline estimator overall reward.
azure.cognitiveservices_accounts.baseline_estimator_slot_reward
(gauge)		Baseline estimator reward by slot.
azure.cognitiveservices_accounts.baseline_random_estimator_overall_reward
(gauge)		Baseline random estimator overall reward.
azure.cognitiveservices_accounts.baseline_random_estimator_slot_reward
(gauge)		Baseline random estimator reward by slot.
azure.cognitiveservices_accounts.baseline_random_event_count
(count)		Estimation for baseline random event count.
azure.cognitiveservices_accounts.baseline_random_reward
(count)		Estimation for baseline random reward.
azure.cognitiveservices_accounts.blocked_calls
(count)		Number of calls that exceeded rate or quota limit.
azure.cognitiveservices_accounts.inference_count
(count)		Inference count of carnegie frontdoor service.
azure.cognitiveservices_accounts.characters_trained_deprecated
(count)		Total number of characters trained.
azure.cognitiveservices_accounts.characters_translated_deprecated
(count)		Total number of characters in incoming text request.
azure.cognitiveservices_accounts.client_errors
(count)		Number of calls with client side error (HTTP response code 4xx).
azure.cognitiveservices_accounts.computer_vision_transactions
(count)		Number of computer vision transactions.
azure.cognitiveservices_accounts.context_feature_occurrences
(count)		Number of times each context feature appears.
azure.cognitiveservices_accounts.context_features_per_event
(gauge)		Number of context features per event.
azure.cognitiveservices_accounts.context_namespaces_per_event
(gauge)		Number of context namespaces per event.
azure.cognitiveservices_accounts.custom_vision_training_time
(count)		Custom vision training time.
Shown as second
azure.cognitiveservices_accounts.custom_vision_transactions
(count)		Number of custom vision prediction transactions.
azure.cognitiveservices_accounts.data_in
(count)		Size of incoming data in bytes.
Shown as byte
azure.cognitiveservices_accounts.data_out
(count)		Size of outgoing data in bytes.
Shown as byte
azure.cognitiveservices_accounts.document_characters_translated
(count)		Number of characters in document translation request.
azure.cognitiveservices_accounts.document_custom_characters_translated
(count)		Number of characters in custom document translation request.
azure.cognitiveservices_accounts.face_images_trained
(count)		Number of images trained. 1,000 images trained per transaction.
azure.cognitiveservices_accounts.faces_stored
(count)		Number of faces stored, prorated daily. The number of faces stored is reported daily.
azure.cognitiveservices_accounts.face_transactions
(count)		Number of API calls made to face service.
azure.cognitiveservices_accounts.feature_cardinality_by_action
(gauge)		Feature cardinality based on action.
azure.cognitiveservices_accounts.feature_cardinality_by_context
(gauge)		Feature cardinality based on context.
azure.cognitiveservices_accounts.feature_cardinality_by_slot
(gauge)		Feature cardinality based on slot.
azure.cognitiveservices_accounts.generated_completion_tokens
(count)		Number of Generated Completion Tokens from an OpenAI model.
azure.cognitiveservices_accounts.processed_fine_tuned_training_hours
(count)		Number of training hours processed on an OpenAI finetuned model.
azure.cognitiveservices_accounts.processed_prompt_tokens
(count)		Number of Prompt Tokens Processed on an OpenAI model
azure.cognitiveservices_accounts.images_stored
(count)		Number of custom vision images stored.
azure.cognitiveservices_accounts.latency
(gauge)		Latency in milliseconds.
Shown as millisecond
azure.cognitiveservices_accounts.learned_events
(count)		Number of learned events.
azure.cognitiveservices_accounts.luis_speech_requests
(count)		Number of LUIS speech to intent understanding requests.
azure.cognitiveservices_accounts.luis_text_requests
(count)		Number of LUIS text requests.
azure.cognitiveservices_accounts.matched_rewards
(count)		Number of matched rewards.
azure.cognitiveservices_accounts.non_activated_events
(count)		Number of skipped events.
azure.cognitiveservices_accounts.slots
(gauge)		Number of slots per event.
azure.cognitiveservices_accounts.number_of_speaker_profiles
(count)		Number of speaker profiles enrolled. Prorated hourly.
azure.cognitiveservices_accounts.observed_rewards
(count)		Number of observed rewards.
azure.cognitiveservices_accounts.online_estimator_overall_reward
(gauge)		Online estimator overall reward.
azure.cognitiveservices_accounts.online_estimator_slot_reward
(gauge)		Online estimator reward by slot.
azure.cognitiveservices_accounts.online_event_count
(count)		Estimation for online event count.
azure.cognitiveservices_accounts.online_reward
(count)		Estimation for online reward.
azure.cognitiveservices_accounts.processed_characters
(count)		Number of characters processed by immersive reader.
azure.cognitiveservices_accounts.processed_health_text_records
(count)		Number of health text records processed.
azure.cognitiveservices_accounts.processed_images
(count)		Number of images processed.
azure.cognitiveservices_accounts.processed_pages
(count)		Number of pages processed.
azure.cognitiveservices_accounts.processed_text_records
(count)		Count of text records.
azure.cognitiveservices_accounts.qa_text_records
(count)		Number of text records processed.
azure.cognitiveservices_accounts.ratelimit
(count)		Current rate limit of the ratelimit key.
azure.cognitiveservices_accounts.average_reward_per_event
(gauge)		Average reward per event.
azure.cognitiveservices_accounts.server_errors
(count)		Number of calls with service internal error (HTTP response code 5xx).
azure.cognitiveservices_accounts.slot_feature_occurrences
(count)		Number of times each slot feature appears.
azure.cognitiveservices_accounts.slot_features_per_event
(gauge)		Average number of slot features per event.
azure.cognitiveservices_accounts.slot_occurrences
(count)		Number of times each slot appears.
azure.cognitiveservices_accounts.slot_namespaces_per_event
(gauge)		Average number of slot namespaces per event.
azure.cognitiveservices_accounts.slot_reward
(gauge)		Reward per slot.
azure.cognitiveservices_accounts.speaker_recognition_transactions
(count)		Number of speaker recognition transactions.
azure.cognitiveservices_accounts.speech_model_hosting_hours
(count)		Number of speech model hosting hours.
azure.cognitiveservices_accounts.speech_session_duration_deprecated
(count)		Total duration of speech session in seconds.
Shown as second
azure.cognitiveservices_accounts.successful_calls
(count)		Number of successful calls.
azure.cognitiveservices_accounts.availability
(gauge)		Availability percentage with the following calculation: (total calls - server errors)/total calls. Server errors include any HTTP responses greater than or equal to 500.
Shown as percent
azure.cognitiveservices_accounts.synthesized_characters
(count)		Number of characters.
azure.cognitiveservices_accounts.text_characters_translated
(count)		Number of characters in incoming text translation request.
azure.cognitiveservices_accounts.text_custom_characters_translated
(count)		Number of characters in incoming custom text translation request.
azure.cognitiveservices_accounts.text_trained_characters
(count)		Number of characters trained using text translation.
azure.cognitiveservices_accounts.processed_inference_tokens
(count)		Number of inference tokens processed on an OpenAI model.
azure.cognitiveservices_accounts.total_calls
(count)		Total number of calls.
azure.cognitiveservices_accounts.total_errors
(count)		Total number of calls with error response (HTTP response code 4xx or 5xx).
azure.cognitiveservices_accounts.total_events
(count)		Number of events.
azure.cognitiveservices_accounts.total_token_calls
(count)		Total number of token calls.
azure.cognitiveservices_accounts.total_transactions_deprecated
(count)		Total number of transactions.
azure.cognitiveservices_accounts.user_baseline_event_count
(count)		Estimation for user-defined baseline event count.
azure.cognitiveservices_accounts.user_baseline_reward
(count)		Estimation for user-defined baseline reward.
azure.cognitiveservices_accounts.voice_model_hosting_hours
(count)		Number of hours.
azure.cognitiveservices_accounts.voice_model_training_minutes
(count)		Number of minutes.
azure.cognitiveservices_accounts.count
(gauge)		Count of CognitiveServices accounts.
azure.cognitiveservices_accounts.status
(gauge)		Status of CognitiveServices accounts(deprecated).

イベント

Azure Cognitive Services インテグレーションには、イベントは含まれません。

サービスのチェック

Azure Cognitive Services インテグレーションには、サービスのチェック機能は含まれません。

トラブルシューティング

ご不明な点は、Datadog のサポートチームまでお問合せください。