Databricks インテグレーションのメトリクス

Databricks の監視に使う Datadog の公式インテグレーションです。収集するメトリクスは 16 件あります。

公式の紹介文 (英語)

Monitor the reliability and cost of your Databricks environment.

種別の内訳

  • gauge (その時点の値): 16 件

メトリクスの一覧

説明は公式の定義の英文をそのまま載せています。

メトリクス種別単位
databricks.model_serving.cpu_usage_percentageAverage CPU utilization used across all replicas during the last minutegaugepercent
databricks.model_serving.gpu_mem_usage_percentage.avgAverage GPU memory usage used across all GPUs during the minutegaugepercent
databricks.model_serving.gpu_mem_usage_percentage.maxMaximum GPU memory usage used across all GPUs during the minutegaugepercent
databricks.model_serving.gpu_mem_usage_percentage.minMinimum GPU memory usage used across all GPUs during the minutegaugepercent
databricks.model_serving.gpu_usage_percentage.avgAverage GPU utilization used across all GPUs during the minutegaugepercent
databricks.model_serving.gpu_usage_percentage.maxMaximum GPU utilization used across all GPUs during the minutegaugepercent
databricks.model_serving.gpu_usage_percentage.minMinimum GPU utilization used across all GPUs during the minutegaugepercent
databricks.model_serving.mem_usage_percentageAverage memory utilization used across all replicas during the last minutegaugepercent
databricks.model_serving.provisioned_concurrent_requests_totalNumber of provisioned concurrency during the last minutegaugerequest
databricks.model_serving.request_4xx_count_totalNumber of 4xx errors during the last minutegaugerequest
databricks.model_serving.request_5xx_count_totalNumber of 5xx errors during the last minutegaugerequest
databricks.model_serving.request_count_totalNumber of requests during the last minutegaugerequest
databricks.model_serving.request_latency_ms.75percentile75th percentile request latency in milliseconds during the minutegaugemillisecond
databricks.model_serving.request_latency_ms.90percentile90th percentile request latency in milliseconds during the minutegaugemillisecond
databricks.model_serving.request_latency_ms.95percentile95th percentile request latency in milliseconds during the minutegaugemillisecond
databricks.model_serving.request_latency_ms.99percentile99th percentile request latency in milliseconds during the minutegaugemillisecond

公式ドキュメント

Databricks インテグレーションの公式ドキュメント

メトリクスの名前と説明は Datadog の公式インテグレーションの定義 (Copyright Datadog, Inc.・BSD-3-Clause) を英文のまま載せています。利用条件の全文は サイトについてにあります。