Validation - End-to-end Testing
This page will outline how to ensure that a Juju-deployed Kubernetes cluster has stood up correctly and is ready to accept workloads.
Before you begin
This page assumes you have a working Juju deployed cluster.
End-to-end testing
End-to-end (e2e) tests for Kubernetes provide a mechanism to test end-to-end behavior of the system, and is the last signal to ensure end user operations match developer specifications. Although unit and integration tests provide a good signal, in a distributed system like Kubernetes it is not uncommon that a minor change may pass all unit and integration tests, but cause unforeseen changes at the system level.
The primary objectives of the e2e tests are to ensure a consistent and reliable behavior of the kubernetes code base, and to catch hard-to-test bugs before users do, when unit and integration tests are insufficient.
Deploy kubernetes-e2e charm
To deploy the end-to-end test suite, you need to relate the kubernetes-e2e charm
to your existing kubernetes-master nodes and easyrsa:
juju deploy cs:~containers/kubernetes-e2e
juju add-relation kubernetes-e2e easyrsa
juju add-relation kubernetes-e2e:kubernetes-master kubernetes-master:kube-api-endpoint
juju add-relation kubernetes-e2e:kube-control kubernetes-master:kube-control
Once the relations have settled, you can do juju status until the workload status results in
Ready to test. - you may then kick off an end to end validation test.
Running the e2e test
The e2e test is encapsulated as an action to ensure consistent runs of the end to end test. The defaults are sensible for most deployments.
juju run-action kubernetes-e2e/0 test
Tuning the e2e test
The e2e test is configurable. By default it will focus on or skip the declared conformance tests in a cloud agnostic way. Default behaviors are configurable. This allows the operator to test only a subset of the conformance tests, or to test more behaviors not enabled by default. You can see all tunable options on the charm by inspecting the schema output of the actions:
juju actions kubernetes-e2e --format=yaml --schema
Output:
test:
description: Run end-to-end validation test suite
properties:
focus:
default: \[Conformance\]
description: Regex focus for executing the test
type: string
skip:
default: \[Flaky\]
description: Regex of tests to skip
type: string
timeout:
default: 30000
description: Timeout in nanoseconds
type: integer
title: test
type: object
As an example, you can run a more limited set of tests for rapid validation of
a deployed cluster. The following example will skip the Flaky, Slow, and
Feature labeled tests:
juju run-action kubernetes-e2e/0 test skip='\[(Flaky|Slow|Feature:.*)\]'
Note: the escaping of the regex due to how bash handles brackets.
To see the different types of tests the Kubernetes end-to-end charm has access to, we encourage you to see the upstream documentation on the different types of tests, and to thoroughly understand what subsets of the tests you are running.
More information on end-to-end testing
Along with the above descriptions, end-to-end testing is a much larger subject than this readme can encapsulate. There is far more information in the end-to-end testing guide.
Evaluating end-to-end results
It is not enough to just simply run the test. Result output is stored in two
places. The raw output of the e2e run is available in the juju show-action-output
command, as well as a flat file on disk on the kubernetes-e2e unit that
executed the test.
Note: The results will only be available once the action has completed the test run. End-to-end testing can be quite time consuming, often taking more than 1 hour, depending on configuration.
Accessing the results in a flat file
Here’s how to copy the output out as a file:
juju run-action kubernetes-e2e/0 test
Output:
Action queued with id: 4ceed33a-d96d-465a-8f31-20d63442e51b
Copy output to your local machine:
juju scp kubernetes-e2e/0:4ceed33a-d96d-465a-8f31-20d63442e51b.log .
Action result output
Or you can just show the output inline:
juju run-action kubernetes-e2e/0 test
Output:
Action queued with id: 4ceed33a-d96d-465a-8f31-20d63442e51b
Show the results in your terminal:
juju show-action-output 4ceed33a-d96d-465a-8f31-20d63442e51b
Known issues
The e2e test suite assumes egress network access. It will pull container
images from gcr.io. You will need to have this registry unblocked in your
firewall to successfully run e2e test results. Or you may use the exposed
proxy settings properly configured
on the kubernetes-worker units.
Upgrading the e2e tests
The e2e tests are always expanding; you can see if there’s an upgrade
available by running juju status kubernetes-e2e.
When an upgrade is available, upgrade your deployment:
juju upgrade-charm kubernetes-e2e