Kubeflow インテグレーションのメトリクス
Kubeflow 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 48 件あります。
公式の紹介文 (英語)
Integration for Kubeflow
種別の内訳
- count (集計間隔内の発生回数): 43 件
- gauge (その時点の値): 5 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 |
|---|---|---|
kubeflow.Number of reconcile loops executed by the Katib controller | count | - |
kubeflow.Duration of reconcile loops executed by the Katib controller(bucket) | count | - |
kubeflow.Duration of reconcile loops executed by the Katib controller(count) | count | - |
kubeflow.Duration of reconcile loops executed by the Katib controller(sum) | count | second |
kubeflow.Total number of experiments created | count | - |
kubeflow.Duration of experiments from start to completion(bucket) | count | - |
kubeflow.Duration of experiments from start to completion(count) | count | - |
kubeflow.Duration of experiments from start to completion(sum) | count | second |
kubeflow.Number of experiments that have failed | count | - |
kubeflow.Number of experiments currently running | gauge | - |
kubeflow.Number of experiments that have successfully completed | count | - |
kubeflow.Total number of suggestions made | count | - |
kubeflow.Duration of suggestion processes from start to completion(bucket) | count | - |
kubeflow.Duration of suggestion processes from start to completion(count) | count | - |
kubeflow.Duration of suggestion processes from start to completion(sum) | count | second |
kubeflow.Number of suggestions that have failed | count | - |
kubeflow.Number of suggestions currently being processed | gauge | - |
kubeflow.Number of suggestions that have successfully completed | count | - |
kubeflow.Total number of trials created | count | - |
kubeflow.Duration of trials from start to completion(bucket) | count | - |
kubeflow.Duration of trials from start to completion(count) | count | - |
kubeflow.Duration of trials from start to completion(sum) | count | second |
kubeflow.Number of trials that have failed | count | - |
kubeflow.Number of trials currently running | gauge | - |
kubeflow.Number of trials that have successfully completed | count | - |
kubeflow.Duration of inference requests(bucket) | count | - |
kubeflow.Duration of inference requests(count) | count | - |
kubeflow.Duration of inference requests(sum) | count | second |
kubeflow.Number of errors encountered during inference | count | - |
kubeflow.Size of inference request payloads(bucket) | count | - |
kubeflow.Size of inference request payloads(count) | count | - |
kubeflow.Size of inference request payloads(sum) | count | byte |
kubeflow.Size of inference response payloads(bucket) | count | - |
kubeflow.Size of inference response payloads(count) | count | - |
kubeflow.Size of inference response payloads(sum) | count | byte |
kubeflow.Total number of inferences made | count | - |
kubeflow.Total number of notebook servers created | count | - |
kubeflow.Number of notebook servers that have failed | count | - |
kubeflow.Number of reconcile loops executed by the notebook controller | count | - |
kubeflow.Duration of reconcile loops executed by the notebook controller(bucket) | count | - |
kubeflow.Duration of reconcile loops executed by the notebook controller(count) | count | - |
kubeflow.Duration of reconcile loops executed by the notebook controller(sum) | count | second |
kubeflow.Number of notebook servers currently running | gauge | - |
kubeflow.Number of notebook servers that have successfully completed | count | - |
kubeflow.Duration of pipeline runs(bucket) | count | - |
kubeflow.Duration of pipeline runs(count) | count | - |
kubeflow.Duration of pipeline runs(sum) | count | second |
kubeflow.Status of pipeline runs | gauge | - |
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。