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--- | ||
title: Envtest Integration Tests | ||
type: docs | ||
weight: 9 | ||
--- | ||
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This document describes what `envtest` integration tests are, why they are valuable for testing Kubernetes controllers, | ||
and how to write them. | ||
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## What is `envtest`? | ||
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`envtest` is a binary that runs an instance of `kube-apiserver` and `etcd`, enabling integration testing of Kubernetes | ||
controllers and its interaction against the Kubernetes control plane. It is part of the [Kubebuilder](https://book.kubebuilder.io/) project, | ||
and the `envtest` docs can be [found here](https://book.kubebuilder.io/reference/envtest.html). | ||
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The Achilles SDK provides a Go wrapper around `envtest`, making it easy to programmatically start, stop, and integrate controllers being tested against | ||
the test environment. | ||
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## Why Use `envtest`? | ||
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The bulk of the implementation of any Kubernetes controller, regardless of business logic, reduces down to CRUD operations | ||
against the Kubernetes API server. Therefore, a controller's core correctness can be exercised as asserting that the | ||
controller instantiates the expected Kubernetes state (i.e. child objects) in response to changes in the declared state (i.e. parent objects). | ||
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Furthermore, the Kubernetes API server imposes a number of constraints that only surface at runtime when the client (i.e. the controller) sends the request to the server. | ||
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Examples of these constraints include: | ||
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1. RBAC control: Is your controller configured with the correct Kubernetes RBAC for CRUDing the resources it needs to? | ||
2. Core API semantics | ||
1. Does your controller respect [Kubernetes naming constraints](https://kubernetes.io/docs/concepts/overview/working-with-objects/names/)? | ||
2. Does your controller send updates correctly? For example, does it specify the [`metadata.resourceVersion`](https://kubernetes.io/docs/reference/using-api/api-concepts/#resource-versions) of the objects it reads and writes? | ||
3. Update semantics: Is your controller serializing Go structs to YAML correctly? | ||
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Lastly, Kubernetes controllers are dynamic processes that communicate asynchronously with the kube-apiserver. The actual | ||
state instantiated by the controller and the kube-apiserver are _eventually consistent_, meaning that the actual state | ||
eventually converges to the desired state. It is difficult to faithfully reproduce an eventually consistent environment | ||
without running these asynchronous processes in your test environment. | ||
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## How to write `envtest` integration tests | ||
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### Exercise a Single Controller Per Test | ||
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We recommend writing a single `envtest` integration test for each controller you write. This test should only exercise | ||
a single controller's logic, and should not test the interaction between multiple controllers. | ||
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If your controller interacts with other controllers or other APIs, your test should _mock_ the behavior of those external | ||
systems, similar to classical unit testing methodology. For instance, if your controller creates a Deployment object | ||
and waits until that Deployment becomes ready, you would insert test logic that emulates the Kubernetes control plane | ||
processing the Deployment and setting its status to `Ready` or `Failed`. | ||
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### Setting Up Your Test | ||
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We use the [Ginkgo](https://onsi.github.io/ginkgo/) testing framework to write our tests. Ginkgo is a BDD-style testing | ||
framework that allows us to write tests in a behavior-driven format. | ||
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We use the [Gomega](https://onsi.github.io/gomega/) matcher library to write assertions in our tests. It's especially | ||
useful for ergonomically making asynchronous assertions, required in eventually consistent systems. In most cases you'll | ||
use the `Eventually` matcher to assert that a condition will eventually be true, and the `Consistently` | ||
matcher to assert that a condition will remain true for a period of time. | ||
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To get started, install the `ginkgo` CLI: | ||
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```shell | ||
go install github.com/onsi/ginkgo/v2/ginkgo@latest | ||
``` | ||
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If ginkgo is already installed, make sure you are running ginkgo v2. If you are running v1, upgrade to ginkgo v2 by following [this guide](https://github.com/onsi/ginkgo/blob/ver2/docs/MIGRATING_TO_V2.md#upgrading-to-ginkgo-20). | ||
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Next, create a new test suite by running: | ||
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```shell | ||
cd /path/to/your/controller/package | ||
ginkgo bootstrap . | ||
``` | ||
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This will create a `*_suite_test.go` file, which will contain the setup for the test suite. | ||
Inside of this file, we scaffold a new `envtest` IT with the following Go code: | ||
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```golang | ||
package mycontroller_test // we recommend using a different package than your controller package so your test exercises only the public interface of the controller package | ||
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import ( | ||
"context" | ||
"path" | ||
"path/filepath" | ||
"testing" | ||
"time" | ||
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"github.com/fgrosse/zaptest" | ||
. "github.com/onsi/ginkgo/v2" | ||
. "github.com/onsi/gomega" | ||
"github.com/prometheus/client_golang/prometheus" | ||
"github.snooguts.net/reddit/achilles-sdk/pkg/fsm/metrics" | ||
"github.snooguts.net/reddit/achilles-sdk/pkg/logging" | ||
libratelimiter "github.snooguts.net/reddit/achilles-sdk/pkg/ratelimiter" | ||
"github.snooguts.net/reddit/achilles-sdk/pkg/test" | ||
"go.uber.org/zap" | ||
"k8s.io/apimachinery/pkg/runtime" | ||
"sigs.k8s.io/controller-runtime/pkg/client" | ||
ctrllog "sigs.k8s.io/controller-runtime/pkg/log" | ||
ctrlzap "sigs.k8s.io/controller-runtime/pkg/log/zap" | ||
"sigs.k8s.io/controller-runtime/pkg/manager" | ||
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"github.snooguts.net/reddit/mycontroller/internal/controllers/mycontroller" | ||
"github.snooguts.net/reddit/mycontroller/internal/controlplane" | ||
libtest "github.snooguts.net/reddit/mycontroller/internal/test" | ||
ctrlscheme "github.snooguts.net/reddit/mycontroller/pkg/scheme" | ||
) | ||
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var ( | ||
ctx context.Context | ||
scheme *runtime.Scheme | ||
log *zap.SugaredLogger | ||
testEnv *test.TestEnv | ||
testClient client.Client | ||
) | ||
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func TestMyController(t *testing.T) { | ||
RegisterFailHandler(Fail) | ||
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log = zaptest.LoggerWriter(GinkgoWriter).Sugar() // wires up the controller output to the Ginkgo test runner so logs show up in the shell output | ||
ctrllog.SetLogger(ctrlzap.New(ctrlzap.WriteTo(GinkgoWriter), ctrlzap.UseDevMode(true))) | ||
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RunSpecs(t, "mycontroller Suite") | ||
} | ||
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var _ = BeforeSuite(func() { | ||
// default timeouts for "eventually" and "consistently" Ginkgo matchers | ||
SetDefaultEventuallyTimeout(40 * time.Second) | ||
SetDefaultEventuallyPollingInterval(200 * time.Millisecond) | ||
SetDefaultConsistentlyDuration(3 * time.Second) | ||
SetDefaultConsistentlyPollingInterval(200 * time.Millisecond) | ||
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ctx = logging.NewContext(context.Background(), log) | ||
rl := libratelimiter.NewDefaultProviderRateLimiter(libratelimiter.DefaultProviderRPS) | ||
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// add test CRD schemes | ||
scheme = ctrlscheme.MustNewScheme() | ||
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// fetch external CRDs. | ||
// TODO: this is optional. You only need this if your controller makes use of | ||
// other codebases' resources. | ||
externalCRDDirectories, err := test.ExternalCRDDirectoryPaths(map[string][]string{ | ||
"github.com/some/other/repo/apis/v1alpha1": { | ||
path.Join("config", "crd", "bases"), | ||
}, | ||
}, libtest.RootDir()) | ||
Expect(err).ToNot(HaveOccurred()) | ||
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testEnv, err = test.NewEnvTestBuilder(ctx). | ||
WithCRDDirectoryPaths( | ||
append(externalCRDDirectories, | ||
// enumerate all directories containing CRD YAMLs | ||
filepath.Join(libtest.RootDir(), "manifests", "base", "crd", "bases"), | ||
)). | ||
WithScheme(scheme). | ||
WithLog(log.Desugar()). | ||
WithManagerSetupFns( | ||
func(mgr manager.Manager) error { | ||
return mycontroller.SetupController( | ||
ctx, | ||
controlplane.Context{ | ||
Metrics: metrics.MustMakeMetrics(scheme, prometheus.NewRegistry()), | ||
}, | ||
mgr, | ||
rl, | ||
) // wires up controller being tested to the kube-apiserver | ||
}, | ||
). | ||
WithKubeConfigFile("./"). // test suite will output a kubeconfig file located in the specified directory | ||
Start() // start invokes the `envtest` binary to start the `kube-apiserver` and `etcd` processes on the host | ||
Expect(err).ToNot(HaveOccurred()) | ||
testClient = testEnv.Client | ||
}) | ||
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// AfterSuite tears down the test environment by terminating the `envtest` processes once the test finishes | ||
// Without this, the host will have orphaned `kube-apiserver` and `etcd` processes that will require manual cleanup | ||
var _ = AfterSuite(func() { | ||
By("tearing down the test environment", func() { | ||
if testEnv != nil { | ||
Expect(testEnv.Stop()).To(Succeed()) | ||
} | ||
}) | ||
}) | ||
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``` | ||
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Now, you can set up envtests in `_test.go` files, just like other Go tests. Here's an example: | ||
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```golang | ||
package mycontroller_test | ||
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import ( | ||
. "github.com/onsi/ginkgo/v2" | ||
. "github.com/onsi/gomega" | ||
) | ||
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// TODO: Put your env tests here. | ||
var _ = Describe("mycontroller", Ordered, func() { | ||
It("should work", func() { | ||
Eventually(func(g Gomega) { | ||
g.Expect(true).To(Equal(true)) | ||
}).Should(Succeed()) | ||
}) | ||
}) | ||
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``` | ||
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When executing this test via `go test`, the `envtest` binary will start the `kube-apiserver` and `etcd` processes on the host. | ||
The controller being tested will be wired up to the `kube-apiserver` and will be able to interact with the Kubernetes control plane. | ||
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### Writing Your Test | ||
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`envtest` ITs should be expressed in a behavioral manner, which is higher level than how you might express a unit test. | ||
For controller automation, the general structure of a test would be to mimic how an actor would use the custom resource: | ||
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1. Actor (human or program) creates the custom resource | ||
2. Test asserts that the controller processes the custom resource and performs the expected actions: | ||
1. Creates expected child resources | ||
2. Updates the custom resource's status | ||
3. Performs expected actions against other integrated external systems (e.g. issues a request to a REST API) | ||
3. Actor updates the custom resource | ||
4. Test asserts that the controller processes the update and performs the expected actions | ||
5. Actor deletes the custom resource | ||
6. Test asserts that the controller performs expected cleanup actions | ||
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Here is an example of a test that exercises the controller's behavior when a custom resource is created: | ||
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```golang | ||
var _ = Describe("MyController", func() { | ||
Context("when a MyResource is created", func() { | ||
It("should create a MyChildResource", func() { | ||
By("creating a MyResource", func() { | ||
myResource := &mycontroller.MyResource{ | ||
ObjectMeta: metav1.ObjectMeta{ | ||
Name: "my-resource", | ||
Namespace: "default", | ||
}, | ||
Spec: mycontroller.MyResourceSpec{ | ||
// fill in the spec fields | ||
}, | ||
} | ||
Expect(orchClient.Create(ctx, myResource)).To(Succeed()) | ||
}) | ||
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By("waiting for the MyChildResource to be created", func() { | ||
expected := &mycontroller.MyChildResource{ | ||
// fill in expected state | ||
} | ||
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Eventually(func(g Gomega) { | ||
actual := &mycontroller.MyChildResource{} | ||
g.Expect(orchClient.Get(ctx, client.ObjectKey{Name: "my-child-resource", Namespace: "default"}, actual)).To(Succeed()) | ||
g.Expect(actual).To(Equal(expected)) | ||
}).Should(Succeed()) | ||
}) | ||
}) | ||
}) | ||
}) | ||
``` | ||
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Notice that we use an "Eventually" assertion. Because Kubernetes is an eventually consistent system, the test assertion | ||
must poll for the expected state, with a user-configured timeout and polling interval. | ||
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`envtest` ITs can also exercise controller failures modes by emulating conditions under which your controller will error | ||
out. | ||
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To see a full example of a `envtest` IT, refer to the [Achilles Federation controller test](https://github.snooguts.net/reddit/achilles/blob/f5f453b25216fd25f68c22b453345eb6777efbf0/orchestration-controller-manager/internal/controllers/federation/federation_reconciler_test.go). | ||
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### Running Your Test | ||
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To run your test, execute the following command: | ||
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```shell | ||
go test ./path/to/your/controller/package | ||
``` | ||
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### Debugging Your Test | ||
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Controllers are more difficult to debug that single-threaded in-memory tests, both because of the asynchronous nature of | ||
the controller and control plane, and because `envtest` runs the control plane as an out-of-band process (rather than embedded | ||
in the test process). | ||
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That being said, we have some extremely helpful methods for debugging controllers. | ||
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#### Manually Interact with the Envtest Control Plane | ||
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By calling `.WithKubeConfigFile(/path/to/kubeconfig)` in your envtest builder, the test suite will output a kubeconfig file that you can | ||
use to interact with the control plane using `kubectl`. As long as the test suite is still running, the envtest control plane | ||
will be accessible via `kubectl`. | ||
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The recommended workflow is to execute the test in a debugger and pause the test execution at the point where you want to | ||
inspect the control plane. Then, pass the kubeconfig to `kubectl` to inspect the state of the control plane: | ||
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```shell | ||
kubectl --kubeconfig /path/to/kubeconfig get pods -A | ||
``` | ||
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This allows the test author to inspect arbitrary state on the control plane, which is much more efficient than | ||
instrumenting the test logic or controller logic to output all relevant state. | ||
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#### Run the Tests in a Debugger | ||
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Running tests in an interactive debugger allows you to pause the test execution and inspect the _in-memory_ state | ||
of the controller, the control plane, and the test environment. | ||
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If using Jetbrains GoLand, you can set breakpoints in your test code and run the test with the debugger. The test will pause | ||
at the breakpoint, and you can inspect the state of the controller, the control plane, and the test environment. |
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