# Kubectl

Command line tool for communicating with a Kubernetes cluster's control plane using the Kubernetes API.

Resource types are case **in**sensitive and can be specified in their _singular_, _plural_ or _abbreviated_ form for convenience:

```sh
# The two commands below are equivalent.
kubectl get deployment,replicaSets,pods -A
kubectl get deploy,rs,po -A
```

Use `kubectl api-resources` to check out the available resources and their abbreviations.

Multiple resource types can be specified together, but **only one resource name** is accepted at a time.<br/>
Resource names are case **sensitive** and will filter the requested resources; use the `-l` (`--selector`) option to
play around filtering:

```sh
kubectl get deployments,replicaSets -A
kubectl get pod 'etcd-minikube' -n 'kube-system'
kubectl get pods -l 'app=nginx,tier=frontend'
```

One possible output format is [JSONpath].

1. [TL;DR](#tldr)
1. [Configuration](#configuration)
   1. [Configure access to multiple clusters](#configure-access-to-multiple-clusters)
1. [Create resources](#create-resources)
1. [Output formatting](#output-formatting)
1. [Verbosity and debugging](#verbosity-and-debugging)
1. [Plugins](#plugins)
1. [Further readings](#further-readings)
   1. [Sources](#sources)

## TL;DR

<details>
  <summary>Installation and configuration</summary>

```sh
# Installation.
brew install 'kubernetes-cli'

# Enable shell completion.
source <(kubectl completion 'bash')
echo "[[ $commands[kubectl] ]] && source <(kubectl completion 'zsh')" >> "${HOME}/.zshrc"

# Use multiple configuration files at once.
# This will *merge* all files in one big temporary configuration file.
KUBECONFIG="path/to/config1:…:path/to/configN"
```

</details>

<details>
  <summary>Usage</summary>

```sh
# Show the final, merged configuration.
kubectl config view

# Get specific values from the configuration.
kubectl config view -o jsonpath='{.users[].name}'
kubectl config view -o jsonpath='{.users[*].name}'
kubectl config view -o jsonpath='{.users[?(@.name == "e2e")].user.password}'

# Set configuration values.
kubectl config set-context --current --namespace='keda'
kubectl config set-context 'gce' --user='cluster-admin' --namespace='foo'
kubectl config set-credentials \
  'kubeuser/foo.kubernetes.com' --username='kubeuser' --password='kubepassword'

# Delete configuration values.
kubectl config unset 'users.foo'

# List Contexts.
kubectl config get-contexts
kubectl config current-context

# Set Contexts as the default one.
kubectl config use-context 'docker-desktop'
kubectl config use-context 'gce'

# Display clusters' state with FQDNs.
kubectl cluster-info

# Dump the complete current cluster state.
kubectl cluster-info dump
kubectl cluster-info dump --output-directory='/path/to/cluster-state'

# List supported resource types along with their short name, API group, Kind,
# and whether they are namespaced or not.
kubectl api-resources
kubectl api-resources --namespaced='true'
kubectl api-resources -o 'name'
kubectl api-resources -o 'wide'
kubectl api-resources --verbs='list,get'

# Show the documentation about Resources or their fields.
kubectl explain --recursive 'deployment'
kubectl explain 'pods.spec.containers'

# List and filter Resources.
kubectl get pods
kubectl get 'pod/coredns-845757d86-47np2' -n 'kube-system'
kubectl get namespaces,pods --show-labels
kubectl get services -A -o 'wide'
kubectl get rs --sort-by='.metadata.name'
kubectl get pv --sort-by='.spec.capacity.storage' --no-headers
kubectl get po --sort-by='.status.containerStatuses[0].restartCount'
kubectl get events --sort-by '.metadata.creationTimestamp'
kubectl get pods --field-selector='status.phase=Running'
kubectl get node -l='!node-role.kubernetes.io/master'
kubectl get replicaSets -l 'environment in (prod, qa)'
kubectl get deploy --selector 'tier,tier notin (frontend)'

# Extract information from Resources' definition.
kubectl get deployment 'nginx' -o 'yaml'
kubectl get cm 'kube-root-ca.crt' -o jsonpath='{.data.ca\.crt}'
kubectl get po -o=jsonpath='{.items..metadata.name}'
kubectl get po -l 'app=redis' -o jsonpath='{.items[*].metadata.labels.version}'
kubectl get nodes \
  -o jsonpath='{.items[*].status.addresses[?(@.type=="ExternalIP")].address}'

# List all fields under '.metadata' regardless of their name.
kubectl get pods -A -o=custom-columns='DATA:metadata.*'

# List images being run in clusters.
kubectl get po -A -o=custom-columns='DATA:spec.containers[*].image'
kubectl get po -A \
  -o=custom-columns='DATA:spec.containers[?(@.image!="k8s.gcr.io/coredns:1.6.2")].image'

# List all Pods in status 'Shutdown'.
kubectl get po -A \
  -o jsonpath='{.items[?(@.status.reason=="Shutdown")].metadata.name}'

# List ready Nodes.
kubectl get nodes \
  -o jsonpath='{range .items[*]}{@.metadata.name}:{range @.status.conditions[*]}{@.type}={@.status};{end}{end}' \
| grep "Ready=True"

# List all Secrets currently used by a Pod.
kubectl get pods -o 'json' \
| jq '.items[].spec.containers[].env[]?.valueFrom.secretKeyRef.name' \
| grep -v 'null' | sort | uniq

# List the name of Pods belonging to specific ReplicationControllers.
SELECTOR=${$(\
  kubectl get rc 'my-rc' --output='json' \
  | jq -j '.spec.selector | to_entries | .[] | "\(.key)=\(.value),"' \
)%?} \
kubectl get pods -l=$SELECTOR \
  -o=jsonpath='{.items..metadata.name}'

# List the container ID of initContainers from all Pods.
# Helpful when cleaning up stopped containers while avoiding the removal of
# initContainers
kubectl get pods --all-namespaces \
  -o jsonpath='{range .items[*].status.initContainerStatuses[*]}{.containerID}{"\n"}{end}' \
| cut -d/ -f3

# Produce period-delimited trees of all keys returned for Node resources.
# Helpful when trying to locate a specific key within a complex nested JSON
# structure.
kubectl get nodes -o 'json' | jq -c 'path(..)|[.[]|tostring]|join(".")'

# Show detailed information about resources.
# Also includes the latest events involving them.
kubectl describe node 'pi'
kubectl describe deploy,rs,po -l 'app=redis'

# Validate manifests.
kubectl apply -f 'manifest.yaml' --dry-run='client' --validate='strict'

# Create or update resources from manifests.
# Missing resources will be created. Existing resources will be updated.
kubectl apply -f 'manifest.yaml'
kubectl apply -f 'path/to/m1.yaml' -f './m2.yaml'
kubectl apply -f 'dir/'
kubectl apply -f 'https://git.io/vPieo'
cat <<-EOF | kubectl apply -f -
  apiVersion: v1
  kind: Secret
  metadata:
    name: mySecret
  type: Opaque
  data:
    password: $(echo -n "s33msi4" | base64 -w0)
    username: $(echo -n "jane" | base64 -w0)
EOF

# Create or update resources from directories containing kustomizations.
# File 'dir/kustomization.yaml' *must* be present in the directory and be valid.
# This option is mutually exclusive with '-f'.
kubectl apply -k 'dir/'

# Compare the current state of clusters against the state they would be in if a
# manifest was applied
kubectl diff -f './manifest.yaml'

# Start Pods.
kubectl run 'nginx' --image 'nginx'
kubectl run 'busybox' --rm -it --image='busybox' -n 'keda' -- sh
kubectl run 'alpine' --restart=Never -it --image 'alpine' -- sh
kubectl run 'ephemeral' --image='registry.k8s.io/pause:3.1' --restart='Never'

# Start Pods and write their specs into a file.
kubectl run 'nginx' --image='nginx' --dry-run='client' -o 'yaml' > 'pod.yaml'

# Create single instance Deployments of 'nginx'.
kubectl create deployment 'nginx' --image 'nginx'

# Start Jobs printing "Hello World".
kubectl create job 'hello' --image 'busybox:1.28' -- echo "Hello World"

# Start Jobs using an existing Job as template.
kubectl create job 'backup-before-upgrade-13.6.2-to-13.9.2' \
  --from=cronjob.batch/backup -n 'gitlab'

# Start CronJobs printing "Hello World" every minute.
kubectl create cronjob 'hello' --image='busybox:1.28' --schedule="*/1 * * * *" \
  -- echo "Hello World"

# Wait for Pods to be in the 'ready' state.
kubectl wait --for 'condition=ready' --timeout '120s' \
  pod -l 'app.kubernetes.io/component=controller'

# Update the 'image' field of all 'www' containers from the 'frontend'
# Deployment.
# This starts a rolling update.
kubectl set image 'deployment/frontend' 'www=image:v2'

# Show the history of resources, including their revision.
kubectl rollout history 'deployment/frontend'

# Rollback resources to their latest previous version.
kubectl rollout undo 'deployment/frontend'

# Rollback resources to specific revisions.
kubectl rollout undo 'deployment/frontend' --to-revision='2'

# Follow the rolling update status of the 'frontend' Deployment until its
# completion.
kubectl rollout status -w 'deployment/frontend'

# Start a rolling restart of the 'frontend' Deployment.
kubectl rollout restart 'deployment/frontend'

# Replace Pods based on the JSON passed into stdin.
cat 'pod.json' | kubectl replace -f -

# Force replacement, deletion and recreation (in *this* order) of resources.
# This *will* cause a service outage.
kubectl replace --force -f './pod.json'

# Create a Service for replicated 'nginx' instances.
# Set it to serve on port 80 and connect to the containers on port 8000.
kubectl expose rc 'nginx' --port='80' --target-port='8000'

# Update a single-container Pod's image tag.
kubectl get pod 'mypod' -o 'yaml' \
| sed 's/\(image: myimage\):.*$/\1:v4/' \
| kubectl replace -f -

# Add Labels.
kubectl label pods 'nginx' 'custom-name=awesome'
kubectl label ns 'default' 'pod-security.kubernetes.io/enforce=privileged'

# Add Annotations.
kubectl annotate pods 'alpine' 'icon-url=http://goo.gl/XXBTWq'

# Autoscale resources.
kubectl autoscale deployment 'foo' --min='2' --max='10'

# Partially update resources.
kubectl patch node 'k8s-node-1' -p '{"spec":{"unschedulable":true}}'

# Update Containers' images.
# 'spec.containers[*].name' is required to specify the path of the merged key.
kubectl patch pod 'valid-pod' \
  -p '{"spec":{"containers": [{"name": "kubernetes-serve-hostname","image":"new image"}]}}'

# Update Containers' images using JSONPatches with positional arrays.
kubectl patch pod 'valid-pod' --type='json' \
  -p='[{"op": "replace", "path": "/spec/containers/0/image", "value":"new image"}]'

# Disable Deployments' livenessProbes using JSONPatches with positional arrays.
kubectl patch deployment 'valid-deployment' --type 'json' \
  -p='[{"op": "remove", "path": "/spec/template/spec/containers/0/livenessProbe"}]'

# Add new elements to positional arrays.
kubectl patch sa 'default' --type='json' \
  -p='[{"op": "add", "path": "/secrets/1", "value": {"name": "whatever" } }]'

# Edit the Service named 'docker-registry'.
kubectl edit service 'docker-registry'
KUBE_EDITOR="nano" kubectl edit 'svc/docker-registry'

# Scale the ReplicaSet named 'foo' to 3 replicas.
kubectl scale --replicas='3' 'rs/foo'
kubectl scale --replicas='3' replicaSet 'foo'

# Scale resources specified in "foo.yaml" to 3 replicas.
kubectl scale --replicas=3 -f 'foo.yaml'

# If the Deployment named 'mysql' has a current size of 2 replicas, scale them
# to 3.
kubectl scale --current-replicas='2' --replicas='3' 'deployment/mysql'

# Scale multiple ReplicationControllers at once.
kubectl scale --replicas='5' 'rc/foo' 'rc/bar' 'rc/baz'

# Delete resources of a single type.
# Also deletes the resources managed by the specified ones.
kubectl delete deployment 'bar'

# Delete Pods using the type and name specified in 'pod.json'.
kubectl delete -f './pod.json'

# Delete Pods and Services named 'baz' and 'foo'.
kubectl delete pod,service 'baz' 'foo'

# Delete all Completed Jobs and all Pods in the Failed state.
kubectl delete pods --field-selector 'status.phase=Failed'

# Delete all Pods and Services with Label 'name=myLabel'.
kubectl delete pods,services -l 'name=myLabel'

# Delete all Pods and Services in the 'my-ns' Namespace.
kubectl -n 'my-ns' delete pod,svc --all

# Delete all Pods matching 'pattern1' or 'pattern2'.
kubectl get pods --no-headers \
| awk '/pattern1|pattern2/{print $1}' \
| xargs -n1 kubectl delete pods

# Delete non-default Service Accounts.
kubectl get serviceAccounts \
  -o jsonpath="{.items[?(@.metadata.name!='default')].metadata.name}" \
| xargs -n1 kubectl delete serviceAccounts

# Attach to running Containers.
kubectl attach 'my-pod' -i

# Run commands in existing Pods.
kubectl exec 'my-pod' -- ls /
kubectl exec 'my-pod' -c 'my-container' -- ls /

# Show metrics for Pods and their Containers.
kubectl top pod 'busybox' --containers

# Get Logs from Resources.
kubectl logs 'redis-0'
kubectl logs -l 'name=myLabel'
kubectl logs 'my-pod' -c 'my-container'

# Follow Logs.
kubectl logs -f 'my-pod'
kubectl logs -f 'my-pod' -c 'my-container'
kubectl logs -f -l 'name=myLabel' --all-containers

# Get Logs for a previous instantiation of a Container.
kubectl logs 'nginx' --previous
kubectl logs 'nginx' -p -c 'init'

# Get the Logs of the first Pod matching 'ID'.
kubectl logs $(kubectl get pods --no-headers | grep $ID | awk '{print $2}')

# Verify the current user's permissions on the cluster.
kubectl auth can-i 'create' 'roles'
kubectl auth can-i 'list' 'pods'

# Taint Nodes.
kubectl taint nodes 'node1' 'key1=value1:NoSchedule'

# Taint all Nodes in a given node pool (Azure AKS).
kubectl get no -l 'agentpool=nodepool1' -o jsonpath='{.items[*].metadata.name}'
| xargs -n1 -I{} -p kubectl taint nodes {} 'key1=value1:NoSchedule'

# Remove Taints.
# Notice the '-' sign at the end.
kubectl taint nodes 'node1' 'key1=value1:NoSchedule-'

# If a Taint with that key and effect already exists, replace its value.
kubectl taint nodes 'foo' 'dedicated=special-user:NoSchedule'

# Execute debug Containers.
# Debug Containers are privileged.
kubectl debug -it 'node/docker-desktop' --image 'busybox:1.28'

# Mark Nodes as unschedulable.
kubectl cordon 'my-node'

# Mark Nodes as schedulable.
kubectl uncordon 'my-node'

# Drain Nodes in preparation for maintenance.
kubectl drain 'my-node'

# Show metrics for given Nodes.
kubectl top node 'my-node'

# Forward local connections to cluster resources.
kubectl port-forward 'my-pod' '5000:6000'
kubectl -n 'default' port-forward 'service/my-service' '8443:https'

# Start pods and attach to them.
kubectl run --rm -it --image 'alpine' 'alpine' --command -- sh
kubectl run --rm -it --image 'amazon/aws-cli:2.17.16' 'awscli' -- autoscaling describe-auto-scaling-groups

# Attach to running pods.
kubectl attach 'alpine' -c 'alpine' -it

# Get raw information as JSON
kubectl get --raw "/api/v1/nodes/node-name/proxy/stats/summary"
# Get raw information as Prometheus metrics
kubectl get --raw "/api/v1/nodes/node-name/proxy/metrics/cadvisor"
```

</details>

<details>
  <summary>Real world use cases</summary>

```sh
# Get the 'IP:port' address of NodePort services.
kubectl -n 'awx' get service 'awx-service' -o 'json' | jq -r '.spec|[.clusterIP,.ports[].nodePort]|join(":")' -

# Forward local connections to cluster resources.
kubectl -n 'awx' port-forward 'service/awx-service' '8080:http'

# Delete leftovers CRDs from helm charts by release name.
kubectl delete crds -l "helm.sh/chart=awx-operator"

# Run pods with specific specs.
kubectl -n 'kube-system' run --rm -it 'awscli' --overrides '{"spec":{"serviceAccountName":"cluster-autoscaler-aws"}}' \
  --image '012345678901.dkr.ecr.eu-west-1.amazonaws.com/cache/amazon/aws-cli:2.17.16' \
  -- autoscaling describe-auto-scaling-groups

# Show Containers' status, properties and capabilities from the inside.
# Run the command from *inside* the container.
cat '/proc/1/status'

# Check Containers' capabilities.
# Run the command from *inside* the container.
grep 'Cap' '/proc/1/status'

# Create the 'gp3' storage class and set it as the default.
kubectl annotate sc 'gp2' 'storageclass.kubernetes.io/is-default-class'='false'
cat <<EOF | kubectl apply -f -
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
  annotations:
    storageclass.kubernetes.io/is-default-class: "true"
  name: gp3
parameters:
  type: gp3
provisioner: kubernetes.io/aws-ebs
reclaimPolicy: Delete
volumeBindingMode: WaitForFirstConsumer
allowVolumeExpansion: true
EOF

# Check persistent volumes' usage.
# Need to connect to the pod mounting it.
kubectl -n 'gitea' exec 'gitea-766fd5fb64-2qlqb' -c 'gitea' -- df -h '/data'

# Get ephemeral storage usage for pods.
kubectl get --raw "/api/v1/nodes/ip-172-31-69-42.eu-west-1.compute.internal/proxy/stats/summary" \
| jq '.pods[] | select(.podRef.name == "gitlab-runner-59dd68c5cb-9vcp4")."ephemeral-storage"'
```

</details>

## Configuration

The configuration files are loaded as follows:

1. If the `--kubeconfig` flag is set, then only that file is loaded; the flag may only be set **once**, and no merging
   takes place:

   ```sh
   kubectl config --kubeconfig 'config.local' view
   ```

1. If the `$KUBECONFIG` environment variable is set, then it is used as a list of paths following the normal path
   delimiting rules for your system; the files are merged:

   ```sh
   export KUBECONFIG="/tmp/config.local:.kube/config.prod"
   ```

   When a value is modified, it is modified in the file that defines the stanza; when a value is created, it is created
   in the first existing file; if no file in the chain exist, then the last file in the list is created with the
   configuration.

1. If none of the above happens, `~/.kube/config` is used, and no merging takes place.

The configuration file can be edited, or acted upon from the command line:

```sh
# Show the merged configuration.
kubectl config view
KUBECONFIG="~/.kube/config:config.local" kubectl config view

# Show specific values only.
kubectl config view -o jsonpath='{.users[].name}'
kubectl config view -o jsonpath='{.users[?(@.name == "e2e")].user.password}'

# Add a new user that supports basic auth.
kubectl config set-credentials 'kubeuser/foo.kubernetes.com' \
  --username='kubeuser' --password='kubepassword'

# Delete user 'foo'.
kubectl config unset 'users.foo'

# List the available contexts.
kubectl config get-contexts

# Display the current default context name.
kubectl config current-context

# Set the default context.
kubectl config use-context 'minikube'

# Permanently setup specific contexts.
kubectl config set-context --current --namespace='ggckad-s2'
kubectl config set-context 'gce' --user='cluster-admin' --namespace='foo'
```

### Configure access to multiple clusters

See [configure access to multiple clusters] for details.

## Create resources

The preferred way to create resources is to define them inside `manifest`s and then apply those:

```yaml
---
# file manifest.yaml
---
apiVersion: v1
kind: Pod
metadata:
  name: busybox-sleep
spec:
  containers:
    - name: busybox
      image: busybox
      args:
        - sleep
        - "1000000"
---
apiVersion: v1
kind: Pod
metadata:
  name: busybox-sleep-less
spec:
  containers:
    - name: busybox
      image: busybox
      args:
        - sleep
        - "1000"
```

```sh
# Apply the manifest.
kubectl apply -f 'manifest.yaml'

# Apply multiple manifests together.
kubectl apply -f 'path/to/m1.yaml' -f 'm2.yaml'

# Apply all manifests in a directory.
kubectl apply -f './dir'

# Apply remote manifests.
kubectl apply -f 'https://git.io/vPieo'

# Define a manifest using HEREDOC and apply it.
cat <<EOF | kubectl apply -f -
apiVersion: v1
kind: Secret
metadata:
  name: mysecret
type: Opaque
data:
  password: $(echo -n "s33msi4" | base64 -w0)
  username: $(echo -n "jane" | base64 -w0)
EOF
```

When subsequentially (re-)applying manifests, one can compare the current state of the cluster against the state it
would be in if the manifest was applied:

```sh
kubectl diff -f 'manifest.yaml'
```

Resources can also be created using default values or specifying them on the command line:

```sh
# Start a Pod.
kubectl run 'nginx' --image 'nginx'
kubectl run 'busybox' --rm -it --image='busybox' -n 'keda' -- sh

# Start a Pod and write its specs into a file.
kubectl run 'nginx' --image='nginx' --dry-run='client' -o 'yaml' > 'pod.yaml'

# Create a single instance deployment of 'nginx'.
kubectl create deployment 'nginx' --image='nginx'

# Start a Job using an existing Job as template
kubectl create job 'backup-before-upgrade-13.6.2-to-13.9.2' \
  --from='cronjob.batch/backup' -n 'gitlab'
```

## Output formatting

Add the `-o`, `--output` option to a command:

| Format                              | Description                                                                                              |
| ----------------------------------- | -------------------------------------------------------------------------------------------------------- |
| `-o=custom-columns=<spec>`          | Print a table using a comma separated list of custom columns                                             |
| `-o=custom-columns-file=<filename>` | Print a table using the custom columns template in the \<filename> file                                  |
| `-o=json`                           | Output a JSON formatted API object                                                                       |
| `-o=jsonpath=<template>`            | Print the fields defined in a jsonpath expression                                                        |
| `-o=jsonpath-file=<filename>`       | Print the fields defined by the jsonpath expression in the \<filename> file                              |
| `-o=name`                           | Print only the resource name and nothing else                                                            |
| `-o=wide`                           | Output in the plain-text format with any additional information, and for pods, the node name is included |
| `-o=yaml`                           | Output a YAML formatted API object                                                                       |

Examples using `-o=custom-columns`:

```sh
# Print all the container images running in the cluster.
kubectl get pods -A -o=custom-columns='DATA:spec.containers[*].image'

# As above, but exclude 'k8s.gcr.io/coredns:1.6.2' from the list.
kubectl get pods -A \
  -o=custom-columns='DATA:spec.containers[?(@.image!="k8s.gcr.io/coredns:1.6.2")].image'

# Print all fields under 'metadata' regardless of their name
kubectl get pods -A -o=custom-columns='DATA:metadata.*'
```

## Verbosity and debugging

Verbosity is controlled through the `-v` flag, or `--v` followed by an integer representing the log level.

General Kubernetes logging conventions and the associated log levels are described in the following table:

| Verbosity | Description                                                                                                                                                                                       |
| --------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `--v=0`   | Generally useful for this to always be visible to a cluster operator.                                                                                                                             |
| `--v=1`   | A reasonable default log level if you don't want verbosity.                                                                                                                                       |
| `--v=2`   | Useful steady state information about the service and important log messages that may correlate to significant changes in the system. This is the recommended default log level for most systems. |
| `--v=3`   | Extended information about changes.                                                                                                                                                               |
| `--v=4`   | Debug level verbosity.                                                                                                                                                                            |
| `--v=6`   | Display requested resources.                                                                                                                                                                      |
| `--v=7`   | Display HTTP request headers.                                                                                                                                                                     |
| `--v=8`   | Display HTTP request contents.                                                                                                                                                                    |
| `--v=9`   | Display HTTP request contents without truncation of contents.                                                                                                                                     |

## Plugins

TODO

## Further readings

- [Kubernetes]
- [Assigning Pods to Nodes]
- [Taints and Tolerations]
- [Commands reference]
- [Configure access to multiple clusters]
- [Configure a Security Context for a Pod or Container]
- [Enforce Pod Security Standards with Namespace Labels]
- [Krew]

### Sources

- [Cheatsheet]
- [Run a single-instance stateful application]
- [Run a replicated stateful application]
- [Accessing an application on Kubernetes in Docker]
- [Plugins]
- [How can I determine the current ephemeral-storage usage of a running Kubernetes pod?]

<!--
  Reference
  ═╬═Time══
  -->

<!-- Knowledge base -->
[jsonpath]: ../jsonpath.md
[krew]: krew.placeholder
[kubernetes]: README.md

<!-- Upstream -->
[assigning pods to nodes]: https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/
[cheatsheet]: https://kubernetes.io/docs/reference/kubectl/cheatsheet
[commands reference]: https://kubernetes.io/docs/reference/generated/kubectl/kubectl-commands
[configure a security context for a pod or container]: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/
[configure access to multiple clusters]: https://kubernetes.io/docs/tasks/access-application-cluster/configure-access-multiple-clusters/
[enforce pod security standards with namespace labels]: https://kubernetes.io/docs/tasks/configure-pod-container/enforce-standards-namespace-labels/
[plugins]: https://kubernetes.io/docs/tasks/extend-kubectl/kubectl-plugins/
[taints and tolerations]: https://kubernetes.io/docs/concepts/scheduling-eviction/taint-and-toleration/

<!-- Others -->
[accessing an application on kubernetes in docker]: https://medium.com/@lizrice/accessing-an-application-on-kubernetes-in-docker-1054d46b64b1
[how can i determine the current ephemeral-storage usage of a running kubernetes pod?]: https://stackoverflow.com/questions/53217227/how-can-i-determine-the-current-ephemeral-storage-usage-of-a-running-kubernetes#72891131
[run a replicated stateful application]: https://kubernetes.io/docs/tasks/run-application/run-replicated-stateful-application/
[run a single-instance stateful application]: https://kubernetes.io/docs/tasks/run-application/run-single-instance-stateful-application/