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+---
+title: "Monitoring Kubernetes Health"
+weight: 14
+description: |
+ Guidelines for finding and reporting failing tests in Kubernetes.
+---
+
+## Monitoring Kubernetes Health
+
+### Table of Contents
+
+- [Monitoring the health of Kubernetes with TestGrid](#monitoring-the-health-of-kubernetes-with-testgrid)
+- [What dashboards should I monitor?](#what-dashboards-should-i-monitor)
+- [Test failures that block my Pull Request](#pr-test-failures)
+- [What do I do when I see a TestGrid alert?](#what-do-i-do-when-i-see-a-testgrid-alert)
+- [Communicate your findings](#communicate-your-findings)
+- [Fill out the issue](#fill-out-the-issue)
+- [Iterate](#iterate)
+
+## Overview
+
+This document describes the tools used to monitor CI jobs that check the
+correctness of changes made to core Kubernetes.
+
+## Monitoring the health of Kubernetes CI Jobs with TestGrid
+
+TestGrid is a highly-configurable, interactive dashboard for viewing your test
+results in a grid. TestGrid's back end components are open sourced and can be
+viewed in the [TestGrid repo] The front-end code
+that renders the dashboard is not currently open sourced.
+
+The Kubernetes community has its own [TestGrid instance] which we use to monitor and observe the health of the project.
+
+Each Special Interest Group or [SIG] has its own set of dashboards. Each
+dashboard is composed of different jobs (build, unit test, integration test,
+end-to-end (e2e) test, etc.) These dashboards allow different teams to monitor
+and understand how their areas are doing.
+
+End-to-End test (e2e) jobs are in turn made up of test stages (e.g.,
+bootstrapping a Kubernetes cluster, tearing down a Kubernetes cluster) and e2e
+tests are organized hierarchically per Component and Subcategory within that
+component. e.g., the [Kubectl client component tests]
+ have tests that describe the expected behavior of [Kubectl logs],
+one of which is described as [should be able to retrieve and filter logs].
+
+This hierarchy is not currently reflected in TestGrid so a test row will contain
+a flattened name which concatenates all of these strings in to a single string.
+
+We highly encourage SIGs to periodically monitor the dashboards related to the
+sub-projects that they own. If you see that a job or test has been failing,
+please raise an issue with the corresponding SIG in either their mailing list or
+in Slack.
+
+In particular, we always welcome the following contributions:
+
+- [Triage Flaky Tests]
+- [Fix Flaky Tests]
+
+**Note**: It is important that all SIGs periodically monitor their jobs and
+tests. Furthermore, if jobs or tests are failing or flaking, then pull requests
+will take a lot longer to be merged. For more information on how flaking tests
+disrupt PR merging and how to eliminate them see [Flaky Tests]
+
+### What dashboards should I monitor?
+
+This depends on what areas of Kubernetes you want to contribute to. You should
+monitor the dashboards owned by the SIG you are working with.
+
+Additionally, you should check:
+
+- [sig-release-master-blocking]
+- [sig-release-master-informing]
+
+since these jobs run tests that are used by SIG Release to determine the overall
+quality of Kubernetes and whether or not the commit on master can be considered
+suitable for release. Failing tests on a job in sig-release-master-blocking
+block a release from taking place.
+
+If your contributions involve code for past releases of kubernetes (e.g.
+cherry-picks or backports), we recommend you periodically check on the
+*blocking* and *informing* dashboards for [past releases]
+
+---
+
+## Pull request test failures caused by tests unrelated to your change
+
+If a test fails on your Pull Request, and it's clearly not related to the code
+your wrote, this presents an opportunity to improve the signal delivered by CI.
+
+Find any open issues that appear related (have the name of the test in them,
+describe a similar error, etc.). You can link the open issue in a comment you
+use to retrigger jobs, either calling the job out specifically:
+
+```markdown
+./test pull-kubernetes-foo
+https://github.com/kubernetes/kubernetes/issues/foo
+```
+
+or even if just invoking retest
+
+```markdown
+./retest
+https://github.com/kubernetes/kubernetes/issues/foo
+```
+
+(Note the . prefixes are so you don't actually trigger Prow)
+
+You can back-link from the issue to your PR that encountered it, to bump the
+issue's last updated date.
+
+When you do this you are adding evidence to support the need to fix the issue by
+documenting the pain contributors are experiencing.
+
+## What do I do when I see a TestGrid alert?
+
+If you are part of a SIG's mailing list, occasionally you may see emails from
+TestGrid reporting that a job or a test has recently failed.
+
+Alerts are also displayed on the Summary Page of TestGrid dashboards when you
+click on the Show All Alerts button at the top of the Summary or Show Alerts
+for an individual Job.
+
+However, if you are viewing the summary page of a Testgrid dashboard alerts are
+only of secondary interest as the current status of the jobs that are part of
+the dashboard are displayed more prominently as follows :
+
+- Passing jobs look like this
+
+- Flaky jobs like this
+
+- Failing job with alert shown
+
+
+Taken from [sig-release-master-blocking]
+
+Note the metadata on the right hand side showing job run times, the commit id of
+the last green (passing) job run and the time at which the summary page was
+loaded (refreshing the browser updates the browser and the update time)
+
+### Communicate your findings
+
+The number one thing to do is to communicate your findings: a test or job has
+been flaking or failing. If you saw a TestGrid alert on a mailing list, please
+reply to the thread and mention that you are looking into it.
+
+First, check GitHub to see if an issue has already been logged by checking the
+following:
+
+- [Issues logged as Flaky Tests - not triaged]
+- [Issues logged as Flaky Tests - triaged]
+- [CI Signal Board] flaky tests issues segmented by problem resolution workflow.
+
+If an issue has already been opened for the test, you can add any new findings
+that are not already documented in the issue.
+
+For example, if a test is flaking intermittently and you have found another
+incident where the test has failed that has not been recorded in the issue, then
+add the new information to the existing issue.
+
+You can:
+
+- Add a link to the Prow job where the latest test failure has occurred, and
+- Note the error message
+
+New evidence is especially useful if the root cause of the problem with the test
+has not yet been determined and the issue still has a *needs-triage* label.
+
+If the issue has not already been logged, please [create a new issue] in the
+kubernetes/kubernetes repo, and choose the appropriate issue template.
+
+You can jump to create either test issue type using the following links :
+
+- [create a new issue - Failing Test]
+- [create a new issue - Flaking Test]
+
+#### Filling out an issue
+
+Both test issue templates are reasonably self-explanatory, what follows are
+guidelines and tips on filling out the templates.
+
+When logging a Flaking or Failing test please:
+
+- use plain text when referring to test names and job names. Inconsistent
+ formatting of names makes it harder to process issues via automation.
+- keep an eye out for test names that contain markdown parse-able formatting.
+
+If you are a test maintainer, refrain from including markdown in strings that
+are used to name your tests and test components.
+
+#### Fill out the issue for a Flaking Test
+
+1 **Which jobs are flaking**
+
+The example below was taken from the SIG Release dashboard:
+
+
+
+We can see that the following jobs were flaky at the time this screenshot was taken:
+
+- [conformance-ga-only]
+- [skew-cluster-latest-kubectl-stable1-gce]
+- [gci-gce-ingress]
+- [kind-master-parallel]
+
+1. **Which tests are flaking**
+
+Let's grab an example from the SIG release dashboards and look at the
+`node-kubelet-features-master` job in sig-release-master-informing [node-kubelet-features-master].
+
+
+
+Here we see that at 16.07 EDT and 15:07 EDT the tests
+
+```text
+[k8s.io] NodeProblemDetector [NodeFeature:NodeProblemDetector]
+[k8s.io] SystemLogMonitor should generate node condition and events for corresponding errors [ubuntu]
+```
+
+Failed for Kubernetes commit `9af86e8db` (3)
+The corresponding test-infra commit was `11cb57d36`
+
+At 15:07 EDT, the test
+
+```text
+[k8s.io] NodeProblemDetector [NodeFeature:NodeProblemDetector]
+[k8s.io] SystemLogMonitor should generate node condition and events for corresponding errors [cos-stable2]
+```
+
+failed as well.
+
+3. **Since when has it been flaking**
+
+You can get the start time of a flake from the header of the TestGrid page
+showing you all the tests. The red numbers in the screen shot above annotate the
+grid headings.
+
+They are:
+
+- 1 This row has the times each Prow job was started, each column on the grid
+ represents a single run of the Prow job
+- 2 This row is the Prow job run id number
+- 3 This is the kubernetes/kubernetes commit id that was tested
+- 4 Theses are the kubernetes/test-infra commit ids that were used to build and
+run the Prow Job; kubernetes/test-infra contains CI job definition yaml, builds
+for container images used in CI on the Kubernetes project, and also code that
+implements a lot of the components used to deliver CI, such as Prow, SpyGlass
+and other components.
+
+Click on a cell in the grid to take you to SpyGlass which displays the Prow job
+results.
+
+You can also find this data in Triage (see below).
+
+4. **Reason for failure**
+
+Logging an issue brings the flake or failure to the attention of the wider
+community, as the issue reporter you do not have to find the reason for failure
+right away (nor the solution). You can just log the error reported by the test
+when the job was run.
+
+Click on the failed runs (the red cells in the grid) to see the results in
+SpyGlass.
+
+For `node-kubelet-features-master`, we see the following:
+
+
+
+Here we see that 2 tests failed (both related to the node problem detector) and
+the `e2e.go: Node Tests` stage was marked as failed (because the node problem
+detector tests failed).
+
+You will often see "stages" (steps in an e2e job) as mixed with the tests
+themselves. The stages tell you what was going on in the e2e job when an error
+occurred.
+
+If we click on the first test error, we will see logs that will (hopefully) help
+us figure out why the test failed.
+
+
+Further down the page you will see all the logs for the entire test run.
+Please copy any information you think may be useful from here into the issue.
+
+You can reference a specific line in the logs by click on the line number and
+then copying the URL which will now include an anchor to the specific line.
+
+5. **Anything else we need to know**
+
+It is important to review the behavior of the flaking test across a range of
+jobs using [Triage].
+
+We can use the Triage tool to see if a test we see failing in a given job has
+been failing in others and to understand how jobs are behaving.
+
+For example, we can see how the job we have been looking at has been behaving
+recently.
+
+There is one important detail is that the job names you see on TestGrid are
+often aliases.
+
+For example, when we clicked on a test run for [node-kubelet-features-master],
+the job name can be found at the top left corner of the Spyglass page
+`ci-kubernetes-node-kubelet-features` (notice the "ci-kubernetes-" prefix).
+
+Then we can run a query on Triage using [ci-kubernetes-node-kubelet-features in
+the job field] Note the Triage query can be bookmarked and can be used as a
+deep link for use in issues.
+
+At the time of this writing we saw the following:
+
+
+
+**Note**: notice that you can also improve your query by filtering or excluding
+results based on test name or failure text.
+
+Sometimes, Triage will help you find patterns to figure out the root cause of
+the problem. In this instance, we can also see that this job has been failing
+about 2 times per hour.
+
+### Iterate
+
+Once you have filled out the issue, please mention it in the appropriate mailing
+list thread (if you see an email from TestGrid mentioning a job or test failure)
+and share it with the appropriate SIG in the Kubernetes Slack.
+
+Don't worry if you are not sure how to debug further or how to resolve the
+issue! All issues are unique and require a bit of experience to figure out how
+to work on them. For the time being, reach out to people in Slack or the mailing
+list.
+
+[TestGrid repo]: https://github.com/GoogleCloudPlatform/testgrid
+[TestGrid instance]: https://testgrid.k8s.io/
+
+[SIG]: https://github.com/kubernetes/community/blob/master/sig-list.md
+
+[Kubectl client component tests]: https://github.com/kubernetes/kubernetes/blob/master/test/e2e/kubectl/kubectl.go#L229
+[Kubectl logs]:https://github.com/kubernetes/kubernetes/blob/master/test/e2e/kubectl/kubectl.go#L1389
+[should be able to retrieve and filter logs]:https://github.com/kubernetes/kubernetes/blob/master/test/e2e/kubectl/kubectl.go#L1412
+
+[Triage Flaky Tests]:https://github.com/kubernetes/kubernetes/issues?q=is%3Aissue+is%3Aopen+kind%2Fflake
+[Fix Flaky Tests]:https://github.com/kubernetes/kubernetes/issues?q=is%3Aissue+is%3Aopen+kind%2Fflake+-label%3Aneeds-triage+
+
+[Flaky Tests]:https://github.com/kubernetes/community/blob/master/contributors/devel/sig-testing/flaky-tests.md#flaky-tests
+
+[sig-release-master-blocking]:https://testgrid.k8s.io/sig-release-master-blocking
+[sig-release-master-informing]:https://testgrid.k8s.io/sig-release-master-informing
+
+[past releases]:https://testgrid.k8s.io/sig-release
+
+[create a new issue]:https://github.com/kubernetes/kubernetes/issues/new/choose
+[create a new issue - Failing Test]:https://github.com/kubernetes/kubernetes/issues/new?assignees=&labels=kind%2Ffailing-test&template=failing-test.md
+[create a new issue - Flaking Test]:https://github.com/kubernetes/kubernetes/issues/new?assignees=&labels=kind%2Fflake&template=flaking-test.md
+
+[Issues logged as Flaky Tests - not triaged]:https://github.com/kubernetes/kubernetes/issues?q=is%3Aissue+is%3Aopen+kind%2Fflake
+[Issues logged as Flaky Tests - triaged]:https://github.com/kubernetes/kubernetes/issues?q=is%3Aissue+is%3Aopen+kind%2Fflake+-label%3Aneeds-triage+
+
+[CI Signal Board]:https://github.com/orgs/kubernetes/projects/11
+
+[conformance-ga-only]:https://testgrid.k8s.io/sig-release-master-blocking#conformance-ga-only
+[skew-cluster-latest-kubectl-stable1-gce]:https://testgrid.k8s.io/sig-release-master-blocking#skew-cluster-latest-kubectl-stable1-gce
+[gci-gce-ingress]:https://testgrid.k8s.io/sig-release-master-blocking#gci-gce-ingress
+[kind-master-parallel]:https://testgrid.k8s.io/sig-release-master-blocking#kind-master-parallel
+[node-kubelet-features-master]:https://testgrid.k8s.io/sig-release-master-informing#node-kubelet-features-master
+
+[Triage]:https://go.k8s.io/triage
+[ci-kubernetes-node-kubelet-features in the job field]:https://go.k8s.io/triage?pr=1&job=ci-kubernetes-node-kubelet-features
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