BentoML インテグレーションのメトリクス
BentoML 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 11 件あります。
公式の紹介文 (英語)
BentoML is an open-source framework for ML model deployment. This integration collects BentoML service metrics.
種別の内訳
- count (集計間隔内の発生回数): 7 件
- gauge (その時点の値): 4 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 |
|---|---|---|
bentoml.A liveness probe endpoint that checks if the Service is still alive and needs to restart. This metrics reports a 1 if the endpoint is healthy, 0 otherwise. | gauge | - |
bentoml.A readiness probe endpoint that indicates if the Service is ready to accept traffic. This metrics reports a 1 if the endpoint is healthy, 0 otherwise. | gauge | - |
bentoml.The number of observations since last data collection that fall within a specific upper_bound tag for adaptive batch sizes used during Service execution histogram measurements. | count | - |
bentoml.The number of observations since last data collection for adaptive batch sizes used during Service execution histogram measurements. | count | - |
bentoml.The total batch size units across all observations since last data collection for adaptive batch sizes used during Service execution histogram measurements. | count | - |
bentoml.The number of new requests that a Service has processed since last submission | count | request |
bentoml.The number of observations since last data collection that fall within a specific upper_bound tag for request processing duration histogram measurements. | count | - |
bentoml.The number of requests processed since last data collection histogram measurements. | count | - |
bentoml.The total sum of request processing time in seconds across all observations since last data collection histogram measurements. | count | second |
bentoml.The number of requests that are currently being processed by a Service. | gauge | request |
bentoml.The amount of time in seconds since the last request was processed by a Service. | gauge | second |
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。