How do you deploy from within Kubernetes container - using CI/CD?
Senario:
I am building within Kubernetes using Kaniko
Now how to run kubectl within Kuberneters. And I do have the right serviceAccount for it. First problem is to have a container ready for executing kubectl.
Note: - /bin/cat
I found this, but it give errors:
apiVersion: v1
kind: Pod
metadata:
name: kubectl-deploy
spec:
containers:
- name: kubectl
image: bitnami/kubectl:latest
imagePullPolicy: Always
command:
- /bin/cat
tty: true
Errors:
Events:
Type Reason Age From Message
---- ------ ---- ---- -------
Normal Scheduled 78s default-scheduler Successfully assigned default/kubectl-deploy to master
Normal Pulled 76s kubelet Successfully pulled image "bitnami/kubectl:latest" in 874.059036ms
Normal Pulled 74s kubelet Successfully pulled image "bitnami/kubectl:latest" in 860.59161ms
Normal Pulled 60s kubelet Successfully pulled image "bitnami/kubectl:latest" in 859.31958ms
Normal Pulling 33s (x4 over 77s) kubelet Pulling image "bitnami/kubectl:latest"
Normal Created 32s (x4 over 76s) kubelet Created container kubectl
Normal Started 32s (x4 over 76s) kubelet Started container kubectl
Normal Pulled 32s kubelet Successfully pulled image "bitnami/kubectl:latest" in 849.398179ms
Warning BackOff 7s (x7 over 73s) kubelet Back-off restarting failed container
I found this, but it give errors
When you run a Pod in Kubernetes, by default, it expect it to be a long running service. But in your case, you run a one-off command that terminates immediately. To run one-off commands in Kubernetes, it is easiest to run them as Kubernetes Jobs.
First problem is to have a container ready for executing kubectl.
Since you are using Tekton, have a look at the "deploy task" from Tekton Hub, it is configured with an image that includes kubectl.
I am trying to pull an image locally from a gitlab repository.
The yaml file looks like this:
apiVersion: v1
kind: Pod
metadata:
name: private-reg
spec:
containers:
- name: tester
image: registry.gitlab.com/<my-project>/<components>
imagePullPolicy: Always
securityContext:
privileged: true
imagePullSecrets:
- name: my-token
---
apiVersion: v1
data:
.dockerconfigjson: <my-key>
kind: Secret
type: kubernetes.io/dockerconfigjson
metadata:
name: my-token
labels:
app: tester
Then I execute: kubectl apply -f pullImage.yaml
The kubectl describe pod private-reg returns:
Events:
Type Reason Age From Message
---- ------ ---- ---- -------
Normal Scheduled 8m1s default-scheduler Successfully assigned default/private-reg to antonis-dell
Normal Pulled 6m46s kubelet Successfully pulled image "registry.gitlab.com/<my-project>/<components>" in 1m14.136699854s
Normal Pulled 6m43s kubelet Successfully pulled image "registry.gitlab.com/<my-project>/<components>" in 1.808412857s
Normal Pulled 6m27s kubelet Successfully pulled image "registry.gitlab.com/<my-project>/<components>" in 3.046153429s
Normal Pulled 5m56s kubelet Successfully pulled image "registry.gitlab.com/<my-project>/<components>" in 4.143342874s
Normal Created 5m56s (x4 over 6m46s) kubelet Created container ches
Normal Started 5m56s (x4 over 6m46s) kubelet Started container ches
Normal Pulling 5m16s (x5 over 8m1s) kubelet Pulling image "registry.gitlab.com/<my-project>/<components>"
Normal Pulled 5m13s kubelet Successfully pulled image "regregistry.gitlab.com/<my-project>/<components>" in 2.783360345s
Warning BackOff 2m54s (x19 over 6m42s) kubelet Back-off restarting failed container
However I cannot find the image locally.
The docker image ls returns:
REPOSITORY TAG IMAGE ID CREATED SIZE
moby/buildkit buildx-stable-1 440639846006 6 days ago 142MB
registry 2 1fd8e1b0bb7e 12 months ago 26.2MB
I excpect that image registry.gitlab.com/<my-project>/<components> would be there.
Am I missing something here?
I created a cronjob with the following spec in GKE:
# cronjob.yaml
apiVersion: batch/v1beta1
kind: CronJob
metadata:
name: collect-data-cj-111
spec:
schedule: "*/5 * * * *"
concurrencyPolicy: Allow
startingDeadlineSeconds: 100
suspend: false
successfulJobsHistoryLimit: 3
failedJobsHistoryLimit: 1
jobTemplate:
spec:
template:
spec:
containers:
- name: collect-data-cj-111
image: collect_data:1.3
restartPolicy: OnFailure
I create the cronjob with the following command:
kubectl apply -f collect_data.yaml
When I later watch if it is running or not (as I scheduled it to run every 5th minute for for the sake of testing), here is what I see:
$ kubectl get pods --watch
NAME READY STATUS RESTARTS AGE
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX 0/1 Pending 0 0s
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX 0/1 Pending 0 1s
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX 0/1 ContainerCreating 0 1s
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX 0/1 ErrImagePull 0 3s
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX 0/1 ImagePullBackOff 0 17s
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX 0/1 ErrImagePull 0 30s
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX 0/1 ImagePullBackOff 0 44s
It does not seem to be able to pull the image from Artifact Registry. I have both GKE and Artifact Registry created under the same project.
What can be the reason? After spending several hours in docs, I still could not make progress and I am quite new in the world of GKE.
If you happen to recommend me to check anything, I really appreciate if you also describe where in GCP I should check/control your recommendation.
ADDENDUM:
When I run the following command:
kubectl describe pods
The output is quite large but I guess the following message should indicate the problem.
Failed to pull image "collect_data:1.3": rpc error: code = Unknown
desc = failed to pull and unpack image "docker.io/library/collect_data:1.3":
failed to resolve reference "docker.io/library/collect_data:1.3": pull
access denied, repository does not exist or may require authorization:
server message: insufficient_scope: authorization failed
How do I solve this problem step by step?
From the error shared, I can tell that the image is not being pulled from Artifact Registry, and the reason for failure is because, by default, GKE pulls it directly from Docker Hub unless specified otherwise. Since there is no collect_data image there, hence the error.
The correct way to specify an image stored in Artifact Registry is as follows:
image: <location>-docker.pkg.dev/<project>/<repo-name>/<image-name:tag>
Be aware that the registry format has to be set to "docker" if you are using a docker-containerized image.
Take a look at the Quickstart for Docker guide, where it is specified how to pull and push docker images to Artifact Registry along with the permissions required.
I am at the initial stage of Kubernetes. I've just created a pod using the command:
kubectl apply -f posts.yaml
It returns me the following:
pod/posts created
After that when I run kubectl get pods
I found the result as following:
NAME READY STATUS RESTARTS AGE
posts 0/1 ErrImagePull 0 2m4s
Here is my posts.yaml file in below:
apiVersion: v1
kind: Pod
metadata:
name: posts
spec:
containers:
- name: posts
image: bappa/posts:0.0.1
This means that kubernetes could not pull the image from the repository. Does the repo maybe need some authorization to allow image pull?
You can do
kubectl describe pod posts
to get some more info.
After applying yaml and looking into the kubectl describe pod posts you can clearly see below error:
Normal BackOff 21s kubelet Back-off pulling image "bappa/posts:0.0.1"
Warning Failed 21s kubelet Error: ImagePullBackOff
Normal Pulling 9s (x2 over 24s) kubelet Pulling image "bappa/posts:0.0.1"
Warning Failed 8s (x2 over 22s) kubelet Failed to pull image "bappa/posts:0.0.1": rpc error: code = Unknown desc = Error response from daemon: pull access denied for bappa/posts, repository does not exist or may require 'docker login'
Warning Failed 8s (x2 over 22s) kubelet Error: ErrImagePull
Failed to pull image "bappa/posts:0.0.1": rpc error: code = Unknown desc = Error response from daemon: pull access denied for bappa/posts, repository does not exist or may require 'docker login'
That means either you have posts image in your PRIVATE bappa repository, or you use non-exist image at all. So if this is your private repo - you should be authorized.
Maybe you wanted to use cleptes/posts:0.01 ?
apiVersion: v1
kind: Pod
metadata:
name: posts
spec:
containers:
- name: posts
image: cleptes/posts:0.01
kubectl get pods posts
NAME READY STATUS RESTARTS AGE
posts 1/1 Running 0 26m10s
kubectl describe pod posts
Normal Pulling 20s kubelet Pulling image "cleptes/posts:0.01"
Normal Pulled 13s kubelet Successfully pulled image "cleptes/posts:0.01"
Normal Created 13s kubelet Created container posts
Normal Started 12s kubelet Started container posts
Basically ErrImagePull means kubernetes is unable to locate the image, bappa/posts:0.0.1 This could either be the registry settings are not correct in the worker nodes or your image name or tags are not correct.
Just like #Henry explained issue a 'kubectl describe pod posts and inspect (and share) the error messages.
If you are using private repository you need to be authorized. If you are authorized and you can't reach the repository I think it might be related you using free account on docker hub and you have more private repositories than one which is for free. If you try to push your repository again you should get an error 'denied: requested access to the resource is denied'.
If you make your repository public it should solve your issue.
I am using kubernetes on a single machine for testing, I have built a custom image from the nginx docker image, but when I try to use the image in kubernetes I get an image pull error?????
MY POD YAML
kind: Pod
apiVersion: v1
metadata:
name: yumserver
labels:
name: frontendhttp
spec:
containers:
- name: myfrontend
image: my/nginx:latest
ports:
- containerPort: 80
name: "http-server"
volumeMounts:
- mountPath: "/usr/share/nginx/html"
name: mypd
imagePullSecrets:
- name: myregistrykey
volumes:
- name: mypd
persistentVolumeClaim:
claimName: myclaim-1
MY KUBERNETES COMMAND
kubectl create -f pod-yumserver.yaml
THE ERROR
kubectl describe pod yumserver
Name: yumserver
Namespace: default
Image(s): my/nginx:latest
Node: 127.0.0.1/127.0.0.1
Start Time: Tue, 26 Apr 2016 16:31:42 +0100
Labels: name=frontendhttp
Status: Pending
Reason:
Message:
IP: 172.17.0.2
Controllers: <none>
Containers:
myfrontend:
Container ID:
Image: my/nginx:latest
Image ID:
QoS Tier:
memory: BestEffort
cpu: BestEffort
State: Waiting
Reason: ErrImagePull
Ready: False
Restart Count: 0
Environment Variables:
Conditions:
Type Status
Ready False
Volumes:
mypd:
Type: PersistentVolumeClaim (a reference to a PersistentVolumeClaim in the same namespace)
ClaimName: myclaim-1
ReadOnly: false
default-token-64w08:
Type: Secret (a secret that should populate this volume)
SecretName: default-token-64w08
Events:
FirstSeen LastSeen Count From SubobjectPath Type Reason Message
--------- -------- ----- ---- ------------- -------- ------ -------
13s 13s 1 {default-scheduler } Normal Scheduled Successfully assigned yumserver to 127.0.0.1
13s 13s 1 {kubelet 127.0.0.1} Warning MissingClusterDNS kubelet does not have ClusterDNS IP configured and cannot create Pod using "ClusterFirst" policy. Falling back to DNSDefault policy.
12s 12s 1 {kubelet 127.0.0.1} spec.containers{myfrontend} Normal Pulling pulling image "my/nginx:latest"
8s 8s 1 {kubelet 127.0.0.1} spec.containers{myfrontend} Warning Failed Failed to pull image "my/nginx:latest": Error: image my/nginx:latest not found
8s 8s 1 {kubelet 127.0.0.1} Warning FailedSync Error syncing pod, skipping: failed to "StartContainer" for "myfrontend" with ErrImagePull: "Error: image my/nginx:latest not found"
So you have the image on your machine aready. It still tries to pull the image from Docker Hub, however, which is likely not what you want on your single-machine setup. This is happening because the latest tag sets the imagePullPolicy to Always implicitly. You can try setting it to IfNotPresent explicitly or change to a tag other than latest. – Timo Reimann Apr 28 at 7:16
For some reason Timo Reimann did only post this above as a comment, but it definitely should be the official answer to this question, so I'm posting it again.
Run eval $(minikube docker-env) before building your image.
Full answer here: https://stackoverflow.com/a/40150867
This should work irrespective of whether you are using minikube or not :
Start a local registry container:
docker run -d -p 5000:5000 --restart=always --name registry registry:2
Do docker images to find out the REPOSITORY and TAG of your local image. Then create a new tag for your local image :
docker tag <local-image-repository>:<local-image-tag> localhost:5000/<local-image-name>
If TAG for your local image is <none>, you can simply do:
docker tag <local-image-repository> localhost:5000/<local-image-name>
Push to local registry :
docker push localhost:5000/<local-image-name>
This will automatically add the latest tag to localhost:5000/<local-image-name>.
You can check again by doing docker images.
In your yaml file, set imagePullPolicy to IfNotPresent :
...
spec:
containers:
- name: <name>
image: localhost:5000/<local-image-name>
imagePullPolicy: IfNotPresent
...
That's it. Now your ImagePullError should be resolved.
Note: If you have multiple hosts in the cluster, and you want to use a specific one to host the registry, just replace localhost in all the above steps with the hostname of the host where the registry container is hosted. In that case, you may need to allow HTTP (non-HTTPS) connections to the registry:
5 (optional). Allow connection to insecure registry in worker nodes:
sudo echo '{"insecure-registries":["<registry-hostname>:5000"]}' > /etc/docker/daemon.json
just add imagePullPolicy to your deployment file
it worked for me
spec:
containers:
- name: <name>
image: <local-image-name>
imagePullPolicy: Never
The easiest way to further analysis ErrImagePull problems is to ssh into the node and try to pull the image manually by doing docker pull my/nginx:latest. I've never set up Kubernetes on a single machine but could imagine that the Docker daemon isn't reachable from the node for some reason. A handish pull attempt should provide more information.
If you are using a vm driver, you will need to tell Kubernetes to use the Docker daemon running inside of the single node cluster instead of the host.
Run the following command:
eval $(minikube docker-env)
Note - This command will need to be repeated anytime you close and restart the terminal session.
Afterward, you can build your image:
docker build -t USERNAME/REPO .
Update, your pod manifest as shown above and then run:
kubectl apply -f myfile.yaml
in your case your yaml file should have
imagePullPolicy: Never
see below
kind: Pod
apiVersion: v1
metadata:
name: yumserver
labels:
name: frontendhttp
spec:
containers:
- name: myfrontend
image: my/nginx:latest
imagePullPolicy: Never
ports:
- containerPort: 80
name: "http-server"
volumeMounts:
- mountPath: "/usr/share/nginx/html"
name: mypd
imagePullSecrets:
- name: myregistrykey
volumes:
- name: mypd
persistentVolumeClaim:
claimName: myclaim-1
found this here
https://keepforyourself.com/docker/run-a-kubernetes-pod-locally/
Are you using minikube on linux? You need to install docker ( I think), but you don't need to start it. Minikube will do that. Try using the KVM driver with this command:
minikube start --vm-driver kvm
Then run the eval $(minikube docker-env) command to make sure you use the minikube docker environment. build your container with a tag build -t mycontainername:version .
if you then type docker ps you should see a bunch of minikube containers already running.
kvm utils are probably already on your machine, but they can be installed like this on centos/rhel:
yum install qemu-kvm qemu-img virt-manager libvirt libvirt-python
Make sure that your "Kubernetes Context" in Docker Desktop is actually a "docker-desktop" (i.e. not a remote cluster).
(Right click on Docker icon, then select "Kubernetes" in menu)
All you need to do is just do a docker build from your dockerfile, or get all the images on the nodes of your cluster, do a suitable docker tag and create the manifest.
Kubernetes doesn't directly pull from the registry. First it searches for the image on local storage and then docker registry.
Pull latest nginx image
docker pull nginx
docker tag nginx:latest test:test8970
Create a deployment
kubectl run test --image=test:test8970
It won't go to docker registry to pull the image. It will bring up the pod instantly.
And if image is not present on local machine it will try to pull from docker registry and fail with ErrImagePull error.
Also if you change the imagePullPolicy: Never. It will never look for the registry to pull the image and will fail if image is not found with error ErrImageNeverPull.
kind: Deployment
metadata:
labels:
run: test
name: test
spec:
replicas: 1
selector:
matchLabels:
run: test
template:
metadata:
creationTimestamp: null
labels:
run: test
spec:
containers:
- image: test:test8070
name: test
imagePullPolicy: Never
Adding another answer here as the above gave me enough to figure out the cause of my particular instance of this issue. Turns out that my build process was missing the tagging needed to make :latest work. As soon as I added a <tags> section to my docker-maven-plugin configuration in my pom.xml, everything was hunky-dory. Here's some example configuration:
<plugin>
<groupId>io.fabric8</groupId>
<artifactId>docker-maven-plugin</artifactId>
<version>0.27.2</version>
<configuration>
<images>
<image>
<name>akka-cluster-demo:${docker.image.version}</name>
<build>
<from>openjdk:8-jre-alpine</from>
Adding this:
<tags>
<tag>latest</tag>
<tag>${git.commit.version}</tag>
</tags>
The rest continues as before:
<ports>
<port>8080</port>
<port>8558</port>
<port>2552</port>
</ports>
<entryPoint>
<exec>
<args>/bin/sh</args>
<args>-c</args>
<args>java -jar /maven/cluster-sharding-kubernetes.jar</args>
</exec>
</entryPoint>
<assembly>
<inline>
<dependencySets>
<dependencySet>
<useProjectAttachments>true</useProjectAttachments>
<includes>
<include>akka-java:cluster-sharding-kubernetes:jar:allinone</include>
</includes>
<outputFileNameMapping>cluster-sharding-kubernetes.jar</outputFileNameMapping>
</dependencySet>
</dependencySets>
</inline>
</assembly>
</build>
</image>
</images>
</configuration>
</plugin>
ContainerD (and Windows)
I had the same error, while trying to run a custom windows container on a node. I had imagePullPolicy set to Never and a locally existing image present on the node. The image also wasn't tagged with latest, so the comment from Timo Reimann wasn't relevant.
Also, on the node machine, the image showed up when using nerdctl image. However they didn't show up in crictl images.
Thanks to a comment on Github, I found out that the actual problem is a different namespace of ContainerD.
As shown by the following two commands, images are not automatically build in the correct namespace:
ctr -n default images ls # shows the application images (wrong namespace)
ctr -n k8s.io images ls # shows the base images
To solve the problem, export and reimport the images to the correct namespace k8s.io by using the following command:
ctr --namespace k8s.io image import exported-app-image.tar
I was facing similar issue .Image was present in local but k8s was not able to pick it up.
So I went to terminal ,deleted the old image and ran eval $(minikube -p minikube docker-env) command.
Rebuilt the image and the redeployed the deployment yaml ,and it worked