관리-도구

편집 파일: cognitive_services.yaml

---
display_name: Azure Cognitive Services
resource_type: Microsoft.CognitiveServices/accounts
metrics:
  - id: success_rate
    azure_name: SuccessRate
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: total_calls
    azure_name: TotalCalls
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: successful_calls
    azure_name: SuccessfulCalls
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: blocked_calls
    azure_name: BlockedCalls
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: total_errors
    azure_name: TotalErrors
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: client_errors
    azure_name: ClientErrors
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: server_errors
    azure_name: ServerErrors
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: total_token_calls
    azure_name: TotalTokenCalls
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: latency
    azure_name: Latency
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: data_in
    azure_name: DataIn
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: data_out
    azure_name: DataOut
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: ratelimit
    azure_name: Ratelimit
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: azure_open_ai_availability_rate
    azure_name: AzureOpenAIAvailabilityRate
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: azure_open_ai_requests
    azure_name: AzureOpenAIRequests
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: azure_open_ai_normalized_tbt_in_ms
    azure_name: AzureOpenAINormalizedTBTInMS
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: azure_open_ai_normalized_ttft_in_ms
    azure_name: AzureOpenAINormalizedTTFTInMS
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: azure_open_ai_time_to_response
    azure_name: AzureOpenAITimeToResponse
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: azure_open_ai_token_per_second
    azure_name: AzureOpenAITokenPerSecond
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: azure_open_aittlt_in_ms
    azure_name: AzureOpenAITTLTInMS
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: active_tokens
    azure_name: ActiveTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: audio_completion_tokens
    azure_name: AudioCompletionTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: audio_prompt_tokens
    azure_name: AudioPromptTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: azure_open_ai_context_tokens_cache_match_rate
    azure_name: AzureOpenAIContextTokensCacheMatchRate
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: azure_open_ai_provisioned_managed_utilization_v2
    azure_name: AzureOpenAIProvisionedManagedUtilizationV2
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: fine_tuned_training_hours
    azure_name: FineTunedTrainingHours
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: generated_tokens
    azure_name: GeneratedTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: processed_prompt_tokens
    azure_name: ProcessedPromptTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: realtime_usage_time
    azure_name: RealtimeUsageTime
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: token_transaction
    azure_name: TokenTransaction
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: model_availability_rate
    azure_name: ModelAvailabilityRate
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: model_requests
    azure_name: ModelRequests
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: normalized_time_between_tokens
    azure_name: NormalizedTimeBetweenTokens
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: normalized_time_to_first_token
    azure_name: NormalizedTimeToFirstToken
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: time_to_last_byte
    azure_name: TimeToLastByte
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: time_to_response
    azure_name: TimeToResponse
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: tokens_per_second
    azure_name: TokensPerSecond
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: annotated_pages
    azure_name: AnnotatedPages
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: audio_input_tokens
    azure_name: AudioInputTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: audio_output_tokens
    azure_name: AudioOutputTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: cache_read_input_tokens
    azure_name: cacheReadInputTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: ephemeral1h_input_tokens
    azure_name: ephemeral1hInputTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: ephemeral5m_input_tokens
    azure_name: ephemeral5mInputTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: generated_images
    azure_name: GeneratedImages
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: input_tokens
    azure_name: InputTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: output_tokens
    azure_name: OutputTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: provisioned_utilization
    azure_name: ProvisionedUtilization
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: total_pages
    azure_name: TotalPages
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: total_tokens
    azure_name: TotalTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: rai_abusive_users_count
    azure_name: RAIAbusiveUsersCount
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: rai_harmful_requests
    azure_name: RAIHarmfulRequests
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: rai_rejected_requests
    azure_name: RAIRejectedRequests
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: rai_system_event
    azure_name: RAISystemEvent
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: rai_total_requests
    azure_name: RAITotalRequests
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: content_safety_image_analyze_request_count
    azure_name: ContentSafetyImageAnalyzeRequestCount
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: content_safety_text_analyze_request_count
    azure_name: ContentSafetyTextAnalyzeRequestCount
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: job_duration
    azure_name: JobDuration
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: action_id_occurrences
    azure_name: ActionIdOccurrences
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: actions_per_event
    azure_name: ActionsPerEvent
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: action_feature_id_occurrences
    azure_name: ActionFeatureIdOccurrences
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: context_feature_id_occurrences
    azure_name: ContextFeatureIdOccurrences
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: slot_feature_id_occurrences
    azure_name: SlotFeatureIdOccurrences
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: feature_cardinality_action
    azure_name: FeatureCardinality_Action
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: feature_cardinality_context
    azure_name: FeatureCardinality_Context
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: feature_cardinality_slot
    azure_name: FeatureCardinality_Slot
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: action_features_per_event
    azure_name: ActionFeaturesPerEvent
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: context_features_per_event
    azure_name: ContextFeaturesPerEvent
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: slot_features_per_event
    azure_name: SlotFeaturesPerEvent
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: action_namespaces_per_event
    azure_name: ActionNamespacesPerEvent
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: context_namespaces_per_event
    azure_name: ContextNamespacesPerEvent
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: slot_namespaces_per_event
    azure_name: SlotNamespacesPerEvent
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: reward
    azure_name: Reward
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: slot_reward
    azure_name: SlotReward
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: baseline_estimator_overall_reward
    azure_name: BaselineEstimatorOverallReward
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: baseline_estimator_slot_reward
    azure_name: BaselineEstimatorSlotReward
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: baseline_random_estimator_overall_reward
    azure_name: BaselineRandomEstimatorOverallReward
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: baseline_random_estimator_slot_reward
    azure_name: BaselineRandomEstimatorSlotReward
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: number_of_slots
    azure_name: NumberOfSlots
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: online_estimator_overall_reward
    azure_name: OnlineEstimatorOverallReward
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: online_estimator_slot_reward
    azure_name: OnlineEstimatorSlotReward
    time_grain: PT1M
    series:
      - aggregation: average
        kind: gauge
  - id: slot_id_occurrences
    azure_name: SlotIdOccurrences
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: baseline_random_event_count
    azure_name: BaselineRandomEventCount
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: baseline_random_reward
    azure_name: BaselineRandomReward
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: online_event_count
    azure_name: OnlineEventCount
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: online_reward
    azure_name: OnlineReward
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: user_baseline_event_count
    azure_name: UserBaselineEventCount
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: user_baseline_reward
    azure_name: UserBaselineReward
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: audio_seconds_transcribed
    azure_name: AudioSecondsTranscribed
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: audio_seconds_batch_transcribed
    azure_name: AudioSecondsBatchTranscribed
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: audio_seconds_batch_whisper_transcribed
    azure_name: AudioSecondsBatchWhisperTranscribed
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: audio_seconds_fast_transcribed
    azure_name: AudioSecondsFastTranscribed
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: audio_seconds_fast_whisper_transcribed
    azure_name: AudioSecondsFastWhisperTranscribed
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: audio_seconds_translated
    azure_name: AudioSecondsTranslated
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: avatar_model_hosting_seconds
    azure_name: AvatarModelHostingSeconds
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: avatar_model_training_seconds
    azure_name: AvatarModelTrainingSeconds
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: numberof_speaker_profiles
    azure_name: NumberofSpeakerProfiles
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: speaker_recognition_transactions
    azure_name: SpeakerRecognitionTransactions
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: speech_model_hosting_hours
    azure_name: SpeechModelHostingHours
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: synthesized_characters
    azure_name: SynthesizedCharacters
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: video_seconds_synthesized
    azure_name: VideoSecondsSynthesized
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: voice_live_audio_input_tokens
    azure_name: VoiceLiveAudioInputTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: voice_live_audio_output_tokens
    azure_name: VoiceLiveAudioOutputTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: voice_live_cached_audio_input_tokens
    azure_name: VoiceLiveCachedAudioInputTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: voice_live_cached_text_input_tokens
    azure_name: VoiceLiveCachedTextInputTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: voice_live_text_input_tokens
    azure_name: VoiceLiveTextInputTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: voice_live_text_output_tokens
    azure_name: VoiceLiveTextOutputTokens
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: voice_model_hosting_hours
    azure_name: VoiceModelHostingHours
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: voice_model_training_minutes
    azure_name: VoiceModelTrainingMinutes
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: document_characters_translated
    azure_name: DocumentCharactersTranslated
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: document_custom_characters_translated
    azure_name: DocumentCustomCharactersTranslated
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: one_document_characters_translated
    azure_name: OneDocumentCharactersTranslated
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: one_document_custom_characters_translated
    azure_name: OneDocumentCustomCharactersTranslated
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: text_characters_translated
    azure_name: TextCharactersTranslated
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: text_custom_characters_translated
    azure_name: TextCustomCharactersTranslated
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: text_trained_characters
    azure_name: TextTrainedCharacters
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: translator_pro_app_seconds
    azure_name: TranslatorProAppSeconds
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: carnegie_inference_count
    azure_name: CarnegieInferenceCount
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: computer_vision_transactions
    azure_name: ComputerVisionTransactions
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: custom_vision_training_time
    azure_name: CustomVisionTrainingTime
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: custom_vision_transactions
    azure_name: CustomVisionTransactions
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: face_images_trained
    azure_name: FaceImagesTrained
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: faces_stored
    azure_name: FacesStored
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: face_transactions
    azure_name: FaceTransactions
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: images_stored
    azure_name: ImagesStored
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: learned_events
    azure_name: LearnedEvents
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: luis_speech_requests
    azure_name: LUISSpeechRequests
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: luis_text_requests
    azure_name: LUISTextRequests
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: matched_rewards
    azure_name: MatchedRewards
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: non_activated_events
    azure_name: NonActivatedEvents
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: observed_rewards
    azure_name: ObservedRewards
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: processed_characters
    azure_name: ProcessedCharacters
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: processed_health_text_records
    azure_name: ProcessedHealthTextRecords
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: processed_images
    azure_name: ProcessedImages
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: processed_pages
    azure_name: ProcessedPages
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: processed_text_records
    azure_name: ProcessedTextRecords
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: question_answering_text_records
    azure_name: QuestionAnsweringTextRecords
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
  - id: total_events
    azure_name: TotalEvents
    time_grain: PT1M
    series:
      - aggregation: total
        kind: counter
template:
  family: Azure Cognitive Services
  context_namespace: cognitive_services
  chart_defaults:
    label_promotion:
      - resource_name
      - resource_group
      - region
      - resource_type
      - profile
    instances:
      by_labels:
        - resource_uid
  charts:
    - id: am_azure_cognitive_services__availability
      title: Azure Cognitive Services Availability
      context: availability
      family: Availability
      type: line
      units: percentage
      algorithm: absolute
      dimensions:
        - selector: success_rate_average
          name: availability
    - id: am_azure_cognitive_services__calls
      title: Azure Cognitive Services Calls
      context: calls
      family: HTTP Requests
      type: line
      units: calls/s
      algorithm: incremental
      dimensions:
        - selector: total_calls_total
          name: total
        - selector: successful_calls_total
          name: successful
        - selector: blocked_calls_total
          name: blocked
        - selector: total_token_calls_total
          name: token
    - id: am_azure_cognitive_services__errors
      title: Azure Cognitive Services Errors
      context: errors
      family: HTTP Requests
      type: line
      units: errors/s
      algorithm: incremental
      dimensions:
        - selector: total_errors_total
          name: total
        - selector: client_errors_total
          name: client
        - selector: server_errors_total
          name: server
    - id: am_azure_cognitive_services__latency
      title: Azure Cognitive Services Latency
      context: latency
      family: Performance
      type: line
      units: milliseconds
      algorithm: absolute
      dimensions:
        - selector: latency_average
          name: average
    - id: am_azure_cognitive_services__data_transfer
      title: Azure Cognitive Services Data Transfer
      context: data_transfer
      family: HTTP Requests
      type: line
      units: bytes/s
      algorithm: incremental
      dimensions:
        - selector: data_in_total
          name: in
        - selector: data_out_total
          name: out
    - id: am_azure_cognitive_services__rate_limit
      title: Azure Cognitive Services Rate Limit
      context: rate_limit
      family: HTTP Requests
      type: line
      units: requests/s
      algorithm: incremental
      dimensions:
        - selector: ratelimit_total
          name: rate_limit
    - id: am_azure_cognitive_services__openai_availability
      title: Azure OpenAI Availability
      context: openai_availability
      family: Azure OpenAI
      type: line
      units: percentage
      algorithm: absolute
      dimensions:
        - selector: azure_open_ai_availability_rate_average
          name: availability
    - id: am_azure_cognitive_services__openai_requests
      title: Azure OpenAI Requests
      context: openai_requests
      family: Azure OpenAI
      type: line
      units: requests/s
      algorithm: incremental
      dimensions:
        - selector: azure_open_ai_requests_total
          name: requests
    - id: am_azure_cognitive_services__openai_latency
      title: Azure OpenAI Latency
      context: openai_latency
      family: Azure OpenAI
      type: line
      units: milliseconds
      algorithm: absolute
      dimensions:
        - selector: azure_open_ai_time_to_response_average
          name: time_to_response
        - selector: azure_open_ai_normalized_ttft_in_ms_average
          name: time_to_first_token
        - selector: azure_open_ai_normalized_tbt_in_ms_average
          name: time_between_tokens
        - selector: azure_open_aittlt_in_ms_average
          name: time_to_last_byte
    - id: am_azure_cognitive_services__openai_generation_speed
      title: Azure OpenAI Token Generation Speed
      context: openai_generation_speed
      family: Azure OpenAI
      type: line
      units: tokens/s
      algorithm: absolute
      dimensions:
        - selector: azure_open_ai_token_per_second_average
          name: tokens_per_second
    - id: am_azure_cognitive_services__openai_token_usage
      title: Azure OpenAI Token Usage
      context: openai_token_usage
      family: Azure OpenAI
      type: line
      units: tokens/s
      algorithm: incremental
      dimensions:
        - selector: token_transaction_total
          name: total
        - selector: processed_prompt_tokens_total
          name: prompt
        - selector: generated_tokens_total
          name: generated
        - selector: active_tokens_total
          name: active
    - id: am_azure_cognitive_services__openai_audio_tokens
      title: Azure OpenAI Audio Tokens
      context: openai_audio_tokens
      family: Azure OpenAI
      type: line
      units: tokens/s
      algorithm: incremental
      dimensions:
        - selector: audio_prompt_tokens_total
          name: prompt
        - selector: audio_completion_tokens_total
          name: completion
    - id: am_azure_cognitive_services__openai_cache_match_rate
      title: Azure OpenAI Prompt Token Cache Match Rate
      context: openai_cache_match_rate
      family: Azure OpenAI
      type: line
      units: percentage
      algorithm: absolute
      dimensions:
        - selector: azure_open_ai_context_tokens_cache_match_rate_average
          name: cache_match_rate
    - id: am_azure_cognitive_services__openai_provisioned_utilization
      title: Azure OpenAI Provisioned-managed Utilization
      context: openai_provisioned_utilization
      family: Azure OpenAI
      type: line
      units: percentage
      algorithm: absolute
      dimensions:
        - selector: azure_open_ai_provisioned_managed_utilization_v2_average
          name: utilization
    - id: am_azure_cognitive_services__openai_finetuning
      title: Azure OpenAI Fine-Tuning Training Hours
      context: openai_finetuning
      family: Azure OpenAI
      type: line
      units: hours/s
      algorithm: incremental
      dimensions:
        - selector: fine_tuned_training_hours_total
          name: training_hours
    - id: am_azure_cognitive_services__openai_realtime_usage
      title: Azure OpenAI Realtime API Usage
      context: openai_realtime_usage
      family: Azure OpenAI
      type: line
      units: seconds/s
      algorithm: incremental
      dimensions:
        - selector: realtime_usage_time_total
          name: seconds_used
    - id: am_azure_cognitive_services__model_availability
      title: Azure Cognitive Services Model Availability
      context: model_availability
      family: Models
      type: line
      units: percentage
      algorithm: absolute
      dimensions:
        - selector: model_availability_rate_average
          name: availability
    - id: am_azure_cognitive_services__model_requests
      title: Azure Cognitive Services Model Requests
      context: model_requests
      family: Models
      type: line
      units: requests/s
      algorithm: incremental
      dimensions:
        - selector: model_requests_total
          name: requests
    - id: am_azure_cognitive_services__model_latency
      title: Azure Cognitive Services Model Latency
      context: model_latency
      family: Models
      type: line
      units: milliseconds
      algorithm: absolute
      dimensions:
        - selector: time_to_response_average
          name: time_to_response
        - selector: normalized_time_to_first_token_average
          name: time_to_first_token
        - selector: normalized_time_between_tokens_average
          name: time_between_tokens
        - selector: time_to_last_byte_average
          name: time_to_last_byte
    - id: am_azure_cognitive_services__model_generation_speed
      title: Azure Cognitive Services Model Token Generation Speed
      context: model_generation_speed
      family: Models
      type: line
      units: tokens/s
      algorithm: absolute
      dimensions:
        - selector: tokens_per_second_average
          name: tokens_per_second
    - id: am_azure_cognitive_services__model_token_usage
      title: Azure Cognitive Services Model Token Usage
      context: model_token_usage
      family: Models
      type: line
      units: tokens/s
      algorithm: incremental
      dimensions:
        - selector: total_tokens_total
          name: total
        - selector: input_tokens_total
          name: input
        - selector: output_tokens_total
          name: output
    - id: am_azure_cognitive_services__model_audio_tokens
      title: Azure Cognitive Services Model Audio Tokens
      context: model_audio_tokens
      family: Models
      type: line
      units: tokens/s
      algorithm: incremental
      dimensions:
        - selector: audio_input_tokens_total
          name: input
        - selector: audio_output_tokens_total
          name: output
    - id: am_azure_cognitive_services__model_cache_tokens
      title: Azure Cognitive Services Model Cache Tokens
      context: model_cache_tokens
      family: Models
      type: line
      units: tokens/s
      algorithm: incremental
      dimensions:
        - selector: cache_read_input_tokens_total
          name: cache_read
        - selector: ephemeral1h_input_tokens_total
          name: cache_write_1h
        - selector: ephemeral5m_input_tokens_total
          name: cache_write_5m
    - id: am_azure_cognitive_services__model_provisioned_utilization
      title: Azure Cognitive Services Model Provisioned Utilization
      context: model_provisioned_utilization
      family: Models
      type: line
      units: percentage
      algorithm: absolute
      dimensions:
        - selector: provisioned_utilization_average
          name: utilization
    - id: am_azure_cognitive_services__model_pages
      title: Azure Cognitive Services Model Pages Processed
      context: model_pages
      family: Models
      type: line
      units: pages/s
      algorithm: incremental
      dimensions:
        - selector: total_pages_total
          name: total
        - selector: annotated_pages_total
          name: annotated
    - id: am_azure_cognitive_services__model_generated_images
      title: Azure Cognitive Services Generated Images
      context: model_generated_images
      family: Models
      type: line
      units: images/s
      algorithm: incremental
      dimensions:
        - selector: generated_images_total
          name: generated
    - id: am_azure_cognitive_services__content_safety_requests
      title: Azure Cognitive Services Content Safety Requests
      context: content_safety_requests
      family: Content Safety
      type: line
      units: requests/s
      algorithm: incremental
      dimensions:
        - selector: rai_total_requests_total
          name: total
        - selector: rai_harmful_requests_total
          name: harmful
        - selector: rai_rejected_requests_total
          name: blocked
    - id: am_azure_cognitive_services__content_safety_abusive_users
      title: Azure Cognitive Services Potentially Abusive Users
      context: content_safety_abusive_users
      family: Content Safety
      type: line
      units: users/s
      algorithm: incremental
      dimensions:
        - selector: rai_abusive_users_count_total
          name: abusive_users
    - id: am_azure_cognitive_services__content_safety_system_events
      title: Azure Cognitive Services Safety System Events
      context: content_safety_system_events
      family: Content Safety
      type: line
      units: events
      algorithm: absolute
      dimensions:
        - selector: rai_system_event_average
          name: events
    - id: am_azure_cognitive_services__content_safety_moderation
      title: Azure Cognitive Services Content Moderation Calls
      context: content_safety_moderation
      family: Content Safety
      type: line
      units: requests/s
      algorithm: incremental
      dimensions:
        - selector: content_safety_text_analyze_request_count_total
          name: text
        - selector: content_safety_image_analyze_request_count_total
          name: image
    - id: am_azure_cognitive_services__job_duration
      title: Azure Cognitive Services Job Duration
      context: job_duration
      family: Language
      type: line
      units: milliseconds
      algorithm: absolute
      dimensions:
        - selector: job_duration_average
          name: average
    - id: am_azure_cognitive_services__personalizer_actions
      title: Azure Cognitive Services Personalizer Action Occurrences
      context: personalizer_actions
      family: Personalizer
      type: line
      units: occurrences/s
      algorithm: incremental
      dimensions:
        - selector: action_id_occurrences_total
          name: occurrences
    - id: am_azure_cognitive_services__personalizer_actions_per_event
      title: Azure Cognitive Services Personalizer Actions Per Event
      context: personalizer_actions_per_event
      family: Personalizer
      type: line
      units: actions
      algorithm: absolute
      dimensions:
        - selector: actions_per_event_average
          name: average
    - id: am_azure_cognitive_services__personalizer_feature_occurrences
      title: Azure Cognitive Services Personalizer Feature Occurrences
      context: personalizer_feature_occurrences
      family: Personalizer
      type: line
      units: occurrences/s
      algorithm: incremental
      dimensions:
        - selector: action_feature_id_occurrences_total
          name: action
        - selector: context_feature_id_occurrences_total
          name: context
        - selector: slot_feature_id_occurrences_total
          name: slot
    - id: am_azure_cognitive_services__personalizer_feature_cardinality
      title: Azure Cognitive Services Personalizer Feature Cardinality
      context: personalizer_feature_cardinality
      family: Personalizer
      type: line
      units: features
      algorithm: absolute
      dimensions:
        - selector: feature_cardinality_action_average
          name: action
        - selector: feature_cardinality_context_average
          name: context
        - selector: feature_cardinality_slot_average
          name: slot
    - id: am_azure_cognitive_services__personalizer_features_per_event
      title: Azure Cognitive Services Personalizer Features Per Event
      context: personalizer_features_per_event
      family: Personalizer
      type: line
      units: features
      algorithm: absolute
      dimensions:
        - selector: action_features_per_event_average
          name: action
        - selector: context_features_per_event_average
          name: context
        - selector: slot_features_per_event_average
          name: slot
    - id: am_azure_cognitive_services__personalizer_namespaces_per_event
      title: Azure Cognitive Services Personalizer Namespaces Per Event
      context: personalizer_namespaces_per_event
      family: Personalizer
      type: line
      units: namespaces
      algorithm: absolute
      dimensions:
        - selector: action_namespaces_per_event_average
          name: action
        - selector: context_namespaces_per_event_average
          name: context
        - selector: slot_namespaces_per_event_average
          name: slot
    - id: am_azure_cognitive_services__personalizer_rewards
      title: Azure Cognitive Services Personalizer Rewards
      context: personalizer_rewards
      family: Personalizer
      type: line
      units: reward
      algorithm: absolute
      dimensions:
        - selector: reward_average
          name: average
        - selector: slot_reward_average
          name: slot
    - id: am_azure_cognitive_services__personalizer_estimator_rewards
      title: Azure Cognitive Services Personalizer Estimator Rewards
      context: personalizer_estimator_rewards
      family: Personalizer
      type: line
      units: reward
      algorithm: absolute
      dimensions:
        - selector: online_estimator_overall_reward_average
          name: online
        - selector: baseline_estimator_overall_reward_average
          name: baseline
        - selector: baseline_random_estimator_overall_reward_average
          name: baseline_random
    - id: am_azure_cognitive_services__personalizer_estimator_slot_rewards
      title: Azure Cognitive Services Personalizer Estimator Slot Rewards
      context: personalizer_estimator_slot_rewards
      family: Personalizer
      type: line
      units: reward
      algorithm: absolute
      dimensions:
        - selector: online_estimator_slot_reward_average
          name: online
        - selector: baseline_estimator_slot_reward_average
          name: baseline
        - selector: baseline_random_estimator_slot_reward_average
          name: baseline_random
    - id: am_azure_cognitive_services__personalizer_slots
      title: Azure Cognitive Services Personalizer Slots
      context: personalizer_slots
      family: Personalizer
      type: line
      units: slots
      algorithm: absolute
      dimensions:
        - selector: number_of_slots_average
          name: average
    - id: am_azure_cognitive_services__personalizer_slot_occurrences
      title: Azure Cognitive Services Personalizer Slot Occurrences
      context: personalizer_slot_occurrences
      family: Personalizer
      type: line
      units: occurrences/s
      algorithm: incremental
      dimensions:
        - selector: slot_id_occurrences_total
          name: occurrences
    - id: am_azure_cognitive_services__personalizer_event_counts
      title: Azure Cognitive Services Personalizer Event Counts
      context: personalizer_event_counts
      family: Personalizer
      type: line
      units: events/s
      algorithm: incremental
      dimensions:
        - selector: online_event_count_total
          name: online
        - selector: baseline_random_event_count_total
          name: baseline_random
        - selector: user_baseline_event_count_total
          name: user_baseline
    - id: am_azure_cognitive_services__personalizer_estimated_rewards
      title: Azure Cognitive Services Personalizer Estimated Rewards
      context: personalizer_estimated_rewards
      family: Personalizer
      type: line
      units: reward/s
      algorithm: incremental
      dimensions:
        - selector: online_reward_total
          name: online
        - selector: baseline_random_reward_total
          name: baseline_random
        - selector: user_baseline_reward_total
          name: user_baseline
    - id: am_azure_cognitive_services__speech_transcription
      title: Azure Cognitive Services Speech Transcription
      context: speech_transcription
      family: Speech Services
      type: line
      units: seconds/s
      algorithm: incremental
      dimensions:
        - selector: audio_seconds_transcribed_total
          name: realtime
        - selector: audio_seconds_batch_transcribed_total
          name: batch
        - selector: audio_seconds_batch_whisper_transcribed_total
          name: batch_whisper
        - selector: audio_seconds_fast_transcribed_total
          name: fast
        - selector: audio_seconds_fast_whisper_transcribed_total
          name: fast_whisper
    - id: am_azure_cognitive_services__speech_translation
      title: Azure Cognitive Services Speech Translation
      context: speech_translation
      family: Speech Services
      type: line
      units: seconds/s
      algorithm: incremental
      dimensions:
        - selector: audio_seconds_translated_total
          name: translated
    - id: am_azure_cognitive_services__speech_synthesis
      title: Azure Cognitive Services Speech Synthesis
      context: speech_synthesis
      family: Speech Services
      type: line
      units: characters/s
      algorithm: incremental
      dimensions:
        - selector: synthesized_characters_total
          name: synthesized
    - id: am_azure_cognitive_services__speech_video_synthesis
      title: Azure Cognitive Services Video Synthesis
      context: speech_video_synthesis
      family: Speech Services
      type: line
      units: seconds/s
      algorithm: incremental
      dimensions:
        - selector: video_seconds_synthesized_total
          name: synthesized
    - id: am_azure_cognitive_services__speech_avatar
      title: Azure Cognitive Services Avatar Usage
      context: speech_avatar
      family: Speech Services
      type: line
      units: seconds/s
      algorithm: incremental
      dimensions:
        - selector: avatar_model_hosting_seconds_total
          name: hosting
        - selector: avatar_model_training_seconds_total
          name: training
    - id: am_azure_cognitive_services__speech_speaker_recognition
      title: Azure Cognitive Services Speaker Recognition
      context: speech_speaker_recognition
      family: Speech Services
      type: line
      units: transactions/s
      algorithm: incremental
      dimensions:
        - selector: speaker_recognition_transactions_total
          name: transactions
    - id: am_azure_cognitive_services__speech_speaker_profiles
      title: Azure Cognitive Services Speaker Profiles
      context: speech_speaker_profiles
      family: Speech Services
      type: line
      units: profiles/s
      algorithm: incremental
      dimensions:
        - selector: numberof_speaker_profiles_total
          name: profiles
    - id: am_azure_cognitive_services__speech_model_hosting
      title: Azure Cognitive Services Speech Model Hosting
      context: speech_model_hosting
      family: Speech Services
      type: line
      units: hours/s
      algorithm: incremental
      dimensions:
        - selector: speech_model_hosting_hours_total
          name: hosting
    - id: am_azure_cognitive_services__speech_voice_live_tokens
      title: Azure Cognitive Services Voice Live Tokens
      context: speech_voice_live_tokens
      family: Speech Services
      type: line
      units: tokens/s
      algorithm: incremental
      dimensions:
        - selector: voice_live_audio_input_tokens_total
          name: audio_input
        - selector: voice_live_audio_output_tokens_total
          name: audio_output
        - selector: voice_live_cached_audio_input_tokens_total
          name: cached_audio_input
        - selector: voice_live_text_input_tokens_total
          name: text_input
        - selector: voice_live_text_output_tokens_total
          name: text_output
        - selector: voice_live_cached_text_input_tokens_total
          name: cached_text_input
    - id: am_azure_cognitive_services__speech_voice_model
      title: Azure Cognitive Services Voice Model Usage
      context: speech_voice_model
      family: Speech Services
      type: line
      units: hours/s
      algorithm: incremental
      dimensions:
        - selector: voice_model_hosting_hours_total
          name: hosting
    - id: am_azure_cognitive_services__speech_voice_training
      title: Azure Cognitive Services Voice Model Training
      context: speech_voice_training
      family: Speech Services
      type: line
      units: minutes/s
      algorithm: incremental
      dimensions:
        - selector: voice_model_training_minutes_total
          name: training
    - id: am_azure_cognitive_services__translator_text
      title: Azure Cognitive Services Translator Text Characters
      context: translator_text
      family: Translator
      type: line
      units: characters/s
      algorithm: incremental
      dimensions:
        - selector: text_characters_translated_total
          name: standard
        - selector: text_custom_characters_translated_total
          name: custom
        - selector: text_trained_characters_total
          name: trained
    - id: am_azure_cognitive_services__translator_document
      title: Azure Cognitive Services Translator Document Characters
      context: translator_document
      family: Translator
      type: line
      units: characters/s
      algorithm: incremental
      dimensions:
        - selector: document_characters_translated_total
          name: standard
        - selector: document_custom_characters_translated_total
          name: custom
    - id: am_azure_cognitive_services__translator_document_sync
      title: Azure Cognitive Services Translator Document Sync Characters
      context: translator_document_sync
      family: Translator
      type: line
      units: characters/s
      algorithm: incremental
      dimensions:
        - selector: one_document_characters_translated_total
          name: standard
        - selector: one_document_custom_characters_translated_total
          name: custom
    - id: am_azure_cognitive_services__translator_pro_app
      title: Azure Cognitive Services Translator Pro App Usage
      context: translator_pro_app
      family: Translator
      type: line
      units: seconds/s
      algorithm: incremental
      dimensions:
        - selector: translator_pro_app_seconds_total
          name: seconds
    - id: am_azure_cognitive_services__vision_transactions
      title: Azure Cognitive Services Vision Transactions
      context: vision_transactions
      family: Vision
      type: line
      units: transactions/s
      algorithm: incremental
      dimensions:
        - selector: computer_vision_transactions_total
          name: computer_vision
        - selector: custom_vision_transactions_total
          name: custom_vision
    - id: am_azure_cognitive_services__vision_training
      title: Azure Cognitive Services Custom Vision Training
      context: vision_training
      family: Vision
      type: line
      units: seconds/s
      algorithm: incremental
      dimensions:
        - selector: custom_vision_training_time_total
          name: training_time
    - id: am_azure_cognitive_services__vision_images_stored
      title: Azure Cognitive Services Images Stored
      context: vision_images_stored
      family: Vision
      type: line
      units: images/s
      algorithm: incremental
      dimensions:
        - selector: images_stored_total
          name: stored
    - id: am_azure_cognitive_services__face_transactions
      title: Azure Cognitive Services Face Transactions
      context: face_transactions
      family: Face
      type: line
      units: transactions/s
      algorithm: incremental
      dimensions:
        - selector: face_transactions_total
          name: transactions
    - id: am_azure_cognitive_services__face_images_trained
      title: Azure Cognitive Services Face Images Trained
      context: face_images_trained
      family: Face
      type: line
      units: images/s
      algorithm: incremental
      dimensions:
        - selector: face_images_trained_total
          name: trained
    - id: am_azure_cognitive_services__faces_stored
      title: Azure Cognitive Services Faces Stored
      context: faces_stored
      family: Face
      type: line
      units: faces/s
      algorithm: incremental
      dimensions:
        - selector: faces_stored_total
          name: stored
    - id: am_azure_cognitive_services__luis_requests
      title: Azure Cognitive Services LUIS Requests
      context: luis_requests
      family: LUIS
      type: line
      units: requests/s
      algorithm: incremental
      dimensions:
        - selector: luis_speech_requests_total
          name: speech
        - selector: luis_text_requests_total
          name: text
    - id: am_azure_cognitive_services__text_processing
      title: Azure Cognitive Services Text Processing
      context: text_processing
      family: Text Processing
      type: line
      units: records/s
      algorithm: incremental
      dimensions:
        - selector: processed_text_records_total
          name: text
        - selector: processed_health_text_records_total
          name: health_text
        - selector: question_answering_text_records_total
          name: question_answering
    - id: am_azure_cognitive_services__processed_characters
      title: Azure Cognitive Services Processed Characters
      context: processed_characters
      family: Text Processing
      type: line
      units: characters/s
      algorithm: incremental
      dimensions:
        - selector: processed_characters_total
          name: characters
    - id: am_azure_cognitive_services__processed_images
      title: Azure Cognitive Services Processed Images
      context: processed_images
      family: Text Processing
      type: line
      units: images/s
      algorithm: incremental
      dimensions:
        - selector: processed_images_total
          name: images
    - id: am_azure_cognitive_services__processed_pages
      title: Azure Cognitive Services Processed Pages
      context: processed_pages
      family: Text Processing
      type: line
      units: pages/s
      algorithm: incremental
      dimensions:
        - selector: processed_pages_total
          name: pages
    - id: am_azure_cognitive_services__carnegie_inference
      title: Azure Cognitive Services Carnegie Inference
      context: carnegie_inference
      family: Content Safety
      type: line
      units: inferences/s
      algorithm: incremental
      dimensions:
        - selector: carnegie_inference_count_total
          name: inferences
    - id: am_azure_cognitive_services__personalizer_events
      title: Azure Cognitive Services Personalizer Events
      context: personalizer_events
      family: Personalizer
      type: line
      units: events/s
      algorithm: incremental
      dimensions:
        - selector: total_events_total
          name: total
        - selector: learned_events_total
          name: learned
        - selector: non_activated_events_total
          name: non_activated
    - id: am_azure_cognitive_services__personalizer_reward_tracking
      title: Azure Cognitive Services Personalizer Reward Tracking
      context: personalizer_reward_tracking
      family: Personalizer
      type: line
      units: rewards/s
      algorithm: incremental
      dimensions:
        - selector: matched_rewards_total
          name: matched
        - selector: observed_rewards_total
          name: observed