Kubeflow integration metrics
The official Datadog integration for monitoring Kubeflow. It collects 48 metrics.
Official summary
Integration for Kubeflow
Metric types
- count (occurrences in the interval): 43
- gauge (value at a point in time): 5
Metrics
Descriptions are the official definitions, unedited.
| Metric | Type | Unit |
|---|---|---|
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 | - |
Official documentation
Metric names and descriptions are the official Datadog integration definitions (Copyright Datadog, Inc., BSD-3-Clause), reproduced unedited. The full license terms are on the About page.